Volume 40 • Issue 6 IMS Bulletin Contents 1 IMS Annual Meeting at JSM 2 Members’ News: Christian Genest, CR Rao, Joe Glaz, Xuming He, Jean-Pierre Fouque, Craig A. Tracy 3 COPSS Awards 4 Project Euclid news; Web-mentoring project 5 IMS@JSM in photos 6 Anirban’s Angle: Berkeley and Indian statistics 7 Laha awardees 8–9 Obituaries: AV Skorokhod, Patrick Billingsley 10 Rick’s Ramblings: NSF proposal-writing 12 Presidential Address: Peter Hall 15 SPA meeting report 16 BJPS 25th anniversary 17 Terence’s Stuff: Speaking, reading, writing 18 IMS meetings 20 Other meetings 21 Employment Opportunities 24 International Calendar of Statistical Events 27 Information for Advertisers IMS Annual Meeting at JSM The Institute of Mathematical Statistics held its 74th annual meeting at the Joint Statistical Meetings in Miami’s South Beach, from July 30 to August 4, 2011. The IMS highlights at JSM included the three Wald lectures by Greg Lawler, the Neyman lecture by Michael I. Jordan, and five Medallion lectures, by Jianqing Fan, Chris Holmes, Michael Newton, Sylvia Richardson, and Qi-Man Shao (see photos on page 5). The IMS awards session included the presentation of IMS Fellows (photo on page 3), the Carver Award (to Ross Leadbetter—page 5) and the Laha Travel Award recipients (page 7). It was followed by Peter Hall’s Presidential Address, which is reproduced on pages 12–14 of this issue. Miami in August is hot and very humid, but despite that, many attendees said that they liked the Art Deco district, The Art Deco Marlin Hotel in South Beach the Cuban restaurants, and of course, the beach. With temperatures outside in the mid-90s (about 34ºC) and humidity at around 85%, the 5,000 participants were certainly grateful for the air-conditioning! At the Business Meeting, outgoing President Peter Hall summarized IMS activities over the previous year, and paid tribute to all those who have worked on IMS committees. He thanked former Past-president Mike Steele, who has now finished his term on the Executive Committee, for his role in shepherding the institute’s financial resources. Peter passed the gavel to the new President, Ruth Williams. Ruth will introduce herself to IMS Bulletin readers in the next issue, and will describe New IMS President a few of the IMS Ruth Williams (left) receives the gavel from activities that are Peter Hall, marking planned or already the transition of the underway. presidency for 2011 Photo: Wikimedia Commons/Alexf September 2011 IMS Bulletin Volume 40 • Issue 6 September 2011 ISSN 1544-1881 Contact information IMS Bulletin Editor: Dimitris Politis Assistant Editor: Tati Howell Contributing Editors: Peter Bickel, Anirban DasGupta, Rick Durrett, Nicole Lazar, Terry Speed Contact the IMS Bulletin by email: e bulletin@imstat.org To contact the IMS regarding your dues, membership, subscriptions, orders or change of address: t t f e IMS Dues and Subscriptions Office 9650 Rockville Pike, Suite L3503A Bethesda, MD 20814-3998 USA 877-557-4674 [toll-free in USA] +1 216 295 5661[international] +1 301 634 7099 staff@imstat.org To contact the IMS regarding any other matter, including advertising, copyright permission, offprint orders, copyright transfer, societal matters, meetings, fellows nominations and content of publications: t t f e Executive Director, Elyse Gustafson IMS Business Office PO Box 22718, Beachwood OH 44122, USA 877-557-4674 [toll-free in USA] +1 216 295 5661[international] +1 216 295 5661 erg@imstat.org Executive Committee President: Ruth Williams president@imstat.org President-Elect: Hans R. Künsch president-elect@imstat.org Past President: Peter Hall president-past@imstat.org Treasurer: Jean Opsomer jopsomer@stat.colostate.edu Program Secretary: Guenther Walther walther@stat.stanford.edu Executive Secretary:Aurore Delaigle a.delaigle@ms.unimelb.edu.au 2 . IMS Bulletin Volume 40 . Issue 6 IMS Members’ News Statistical Society of Canada 2011 Gold Medal awarded to Christian Genest Christian Genest, Professor of Statistics at McGill University, Montréal (Canada), is the recipient of the Statistical Society of Canada (SSC) 2011 Gold Medal. This award, which is the Society’s highest distinction, was given to Christian “in recognition of his remarkable contributions to multivariate analysis and nonparametric statistics, notably through the development of models and methods of inference for studying stochastic dependence, synthesizing expert judgments and multi-criteria decision making, as well as for his applications thereof in various fields such as insurance, finance, and hydrology.” The award ceremony took place at the SSC 39th Annual Christian Genest Meeting, held in Wolfville (Nova Scotia), June 12-15, 2011. For additional details, see http://www.ssc.ca/en/award-winners/award-winners-2011 CR Rao awarded 33rd honorary degree C.R. Rao, Sc.D. (Cantab), FRS, has received another honorary degree, Doctor of Science (Honoris Causa), this time from the University of Colombo, Sri Lanka. It was conferred by Prof. T. R. Ariyaratne, Dean of the Faculty of Science, who said of Prof. Rao, “He is among the world leaders in statistical science over the last six decades. His research, scholarship, and professional services have had a profound influence on theory and applications of statistics.” Professor Rao has now received 33 Honorary Doctoral Degrees from universities in 18 countries spanning six continents. Among his recent awards was the UK Royal Statistical Society’s Guy Medal in Gold, awarded triennially to those judged to have merited a signal mark of distinction by reason of their innovative contributions to the theory or application of statistics. On the Move… Joe Glaz appointed dept head at U Conn SIAM Fellows SIAM, the Society for Industrial and Applied Mathematics, has elected 34 new Fellows, among whom are two IMS members, Jean-Pierre Fouque, University of California at Santa Barbara, and Craig Xuming He moves to Michigan A. Tracy, University of California at Davis. Former IMS Bulletin Editor Xuming He has Their citations are, respectively: taken the position of H.C. Carver Professor Jean-Pierre Fouque: For contributions of Statistics, Department of Statistics, to asymptotic analysis for random media and University of Michigan, after 18 years financial mathematics. of service at the University of Illinois at Craig A. Tracy: For fundamental contriUrbana-Champaign (1993–2011). butions to statistical physics, integrable systems, and probability Changing job? Moving house? theory including random matrix theory Don’t forget to tell the IMS! and its applications. Email the Dues & Subs Office at staff@imstat.org Joseph Glaz, Fellow of IMS, is now Head of Department of Statistics, University of Connecticut, effective July 1, 2011. September . 2011 IMS Bulletin . 3 COPSS Awards The Committee of Presidents of Statistical Societies announced its awards, presented at its annual ceremony at JSM in Miami Beach on August 3 by COPSS president Xihong Lin. The winner of the President’s Award is Nilanjan Chatterjee of the National Cancer Institute, USA: “For outstanding contributions to the statistical sciences by ingenious methodological research with applications in epidemiology and genetics, including studies of gene-environment interactions, disease heterogeneity and genome-wide association studies; for fundamental contributions to the theory of case-control studies and complex retrospective sampling designs; for demonstrating leadership and a vision as a statistical scientist by actively collaborating in wide-ranging studies of cancer epidemiology and genetics and concurrently maintaining a vigorous methodological research program closely tied to cutting edge scientific issues; for exceptional mentoring and service to the profession and to the National Cancer Institute.” Unusually, Nilanjan was also selected to receive the Snedecor award, for his contribution to biometric research and also recognized for the 2009 JASA paper, co-authored with Y.H. Chen and R.J. Carroll, “Shrinkage Estimators for Robust and Efficient Inference in Haplotype-Based Case-Control Studies.” The F.N. David award winner for 2011 is Marie Davidian, North Carolina State University: “For important contributions to the development of methods for analyzing data from longitudinal studies and clinical trials, and for outstanding leadership and dedication to the statistical profession.” As previously announced, the 2011 Fisher Lecturer was C.F Jeff Wu of Georgia Institute of Technology. His lecture was titled “Post-Fisherian Experimentation: from Physical to Virtual.” We’ll bring you photos and an interview with the Presidents’ Award winner by Bhramar Mukherjee, COPSS secretary, in the next issue. The call for nominations for next year’s awards is at http://www.niss.org/copss IMS Fellows at JSM IMS Editors IMS Journals and Publications Annals of Statistics: Peter Bühlmann and Tony Cai http://imstat.org/aos Annals of Applied Statistics: Bradley Efron, Karen Kafadar, Susan Paddock, Tilmann Gneiting, Samuel Kou, Kenneth Lange & Stephen Fienberg http://imstat.org/aoas Annals of Probability: Ofer Zeitouni http://imstat.org/aop Annals of Applied Probability: Andrew Barbour http://imstat.org/aap Statistical Science: Jon Wellner http://imstat.org/sts IMS Lecture Notes – Monograph Series http://imstat.org/publications/lecnotes.htm IMS Collections http://imstat.org/publications/ imscollections.htm NSF-CBMS Regional Conference Series in Probability and Statistics: http://imstat.org/publications/nsf.htm IMS Co-sponsored Journals and Publications Electronic Journal of Statistics: David Ruppert http://imstat.org/ejs Electronic Journal of Probability: Bálint Tóth http://www.math.washington.edu/~ejpecp Electronic Communications in Probability: Timo Seppäläinen http://www.math.washington.edu/~ejpecp /ECP/index.php Current Index to Statistics: George Styan http://www.statindex.org Journal of Computational and Graphical Statistics: Richard Levine http://www.amstat.org/publications/jcgs Statistics Surveys: Lutz Dümbgen http://imstat.org/ss Probability Surveys: Geoffrey Grimmett http://imstat.org/ps IMS-Supported Journals Annales de l'Institut Henri Poincaré (B): Thierry Bodineau & Lorenzo Zambotti http://imstat.org/aihp Bayesian Analysis: Herbie Lee http://ba.stat.cmu.edu Bernoulli: Richard Davis http://isi.cbs.nl/bernoulli Brazilian Journal of Probability and Statistics: Silvia Ferrari http://imstat.org/bjps IMS-Affiliated Journals ALEA: Latin American Journal of Probability and Statistics: Claudio Landim http://alea.impa.br/english Probability and Mathematical Statistics: K. Bogdan, M. Musiela, J. Rosiński, W. Szczotka, & W.A. Woyczyński http://www.math.uni.wroc.pl/~pms Other IMS contacts Ten of this year’s 18 new IMS Fellows were able to travel to Miami for the presentation ceremony. Standing, l–r: Wesley Johnson, Weng Kee Wong, IMS President Peter Hall, Wolfgang Polonik, William Rosenberger, Hongtu Zhu; seated, l–r: Maria Eulália Vares, Hal Stern, Peter Bartlett, Jiashun Jin and Chunming Zhang. More photos from JSM are on page 5. Bulletin website: http://bulletin.imstat.org Main IMS website: http://imstat.org Managing Editor: Michael Phelan phelanm@uci.edu Production Editor: Patrick Kelly pkelly@wharton.upenn.edu 4 . IMS Bulletin Volume 40 . Issue 6 Project Euclid news Project Euclid Receives 2011 PAM Division Award Project Euclid—the premier platform and information community for mathematics and statistics resources from independent publishers—received the 2011 Division Award from the Physics-Astronomy-Mathematics (PAM) Division of the Special Libraries Association. Given annually, this award recognizes significant contributions to the literature of physics, mathematics, or astronomy, and honors work that demonstrably improves the exchange of information within these three disciplines. The award also takes into consideration projects that benefit libraries. “It is an honor for Project Euclid to receive the Special Library Association’s PAM Award,” said Mira Waller, Project Euclid Manager. “PAM is a community of peers and a strong voice for librarians and information experts around the world. In receiving this award I feel that Project Euclid is fulfilling its core mission of disseminating scholarly information in the fields of mathematics and statistics.” “The PAM Division Award is a real honor,” said David Ruddy, Cornell’s Project Euclid lead and Director of Scholarly Communications Services at Cornell University Library. “It is also validation that through strong collaborations the academy can effectively address challenges facing scholarly communications.” Cornell University Library launched Project Euclid in 2000. In 2008, Cornell and Duke University Press established a collaborative partnership agreement to jointly manage and expand the project. Its mission is to advance scholarly communication in the field of theoretical and applied mathematics and statistics. It is designed to address the unique needs of low-cost independent and society journals. Project Euclid is jointly managed by Cornell University Library and Duke University Press. IMS members should already be aware that you can access—free—all issues of all IMS journals via Project Euclid: instructions on setting up access are at http://imstat. org/publications/eaccess.htm. For information about Project Euclid, please contact projecteuclid@dukeupress.edu, or visit projecteuclid.org. Latest issues of journals on Project Euclid IMS journals: Annals of Applied Statistics 5(2a) & 5(2b), June 2011: http://projecteuclid.org/aoas (AOAS Vol 5 issue 2b features a special section on Statistics and Neuroscience) Annals of Statistics 39(3), August 2011: http://projecteuclid.org/aos Annals of Applied Probability 21(3), June 2011: http://projecteuclid.org/aoap Annals of Probability 39(4), July 2011: http://projecteuclid.org/aop Statistical Science 26(2), May 2011: http://projecteuclid.org/ss IMS-supported journals: Annales de l’Institut Henri Poincaré 47(3), August 2011: http://projecteuclid.org/aihp Bernoulli 17(3), August 2011: http://projecteuclid.org/bj Brazilian Journal of Probability and Statistics 25(3), November 2011 [25th anniversary issue—see article on page 16]: http://projecteuclid.org/bjps Mentoring for PhD students in developing countries A new international web-based mentor programme for PhD students in statistics and probability at universities in developing countries has been launched, sponsored by the International Statistical Institute and the Bernoulli Society. PhD students enroll in the programme via the internet, and are put in contact with volunteer senior statisticians and probabilists. The programme is based in Oslo, Norway. See http://statmentoring.nr.no to find out more on how the programme works. We are looking for many volunteer mentors! Senior statisticians and probabilists please enroll at http://statmentoring.nr.no/ statmentoring/index.php/Mentor_form. Membership is free. PhD students in developing countries can join at http://statmentoring.nr.no/ statmentoring/index.php/Student_forms. Please visit the website for more information, and to volunteer or enrol. 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audience JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM Medallion lecturer Chris Holmes (r) IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM Medallion lecturer Michael Newton (l) Medallion lecturer Jianqing Fan (r) IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM Medallion lecturer Sylvia Richardson JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSMItIMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM wasn’t all hard work—there was the Dance Party, too. Let’s hear it: Y–M–C–A! Medallion lecturer Qi-Man Shao (r)IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IMS@JSM IM 6 . IMS Bulletin Volume 40 . Issue 6 Anirban’s Angle: Berkeley & Indian Statistics Anirban DasGupta writes: Recently, I read the 1966 Neyman Festschrift volume, edited by Evelyn Fix and F.N. David. In it, I found a nice overview of generalized inverses by C.R. Rao, and a lovely article by P.V. Sukhatme, with a long section on bias correction of ratio estimates by subsampling. My mind drifted off to the many other instances of long and productive connections between Berkeley and Indian statisticians, that have often surpassed the boundaries of professional collaboration and have turned into abiding friendships. I want to reminisce a little, a kind of history looking forward. Early instances that I recall are the PhD dissertation of Ashok Maitra under David Blackwell, Prem Puri with Neyman, Sudhakar Dharmadhikari with Barankin, and D. Basu’s voyage to Berkeley on a Fulbright in 1953. The magnificent MaitraSudderth text on Discrete Games (1996) is clearly influenced by David Blackwell’s seminal contributions to stochastic games. And Basu’s entire professional development was directly influenced by his association with Neyman, and later with David Blackwell and Lucien Le Cam. Some other early examples of the Berkeley–India relationship are the articles by Rao, Bahadur, and Basu in the Berkeley symposium proceedings (1965). Although not a joint collaboration, the Rao-Blackwell theorem is a household name, and such cornerstones of inference such as the Lehmann-Scheffé theorem were published in Sankhyá. It is tempting to conjecture that Sankhyá attracted these revolutionary articles because of the Berkeley-ISI personal bond. Much later, Peter Bickel and J.K. Ghosh wrote a well-known paper on Bartlett corrections (1990) and the 1982 Blackwell-Ramamoorthi note settled the conjecture that Bayes sufficiency is in general weaker than ordinary sufficiency. P.K. Sen and J.K. Ghosh contributed an article to the Neyman-Kiefer proceedings (1985) on the LRT for the finite mixture model (Hartigan, 1985). On the other hand, Peter Bickel and Anat Sakov contributed a survey on Richardson extrapolation and bootstrap (Bickel and Yahav, 1988; Politis et al., 1999) and Terry Speed and Yee Hwa Yang wrote on microarrays for the Basu Memorial Issue of Sankhyá (2002), all worthy examples of that Berkeley–India connection. Then, too, there has been a steady flow of exchange of students and visitors. B.V. Rao was invited to Berkeley after he solved Ulam’s problem in his thesis. Ashok Maitra visited Berkeley several times. Few know that Terry Speed went to ISI and taught for ISEC, the international wing of ISI. Three of Peter Bickel’s earliest students were Hira Koul, D.P. Gokhale, and R.K. Aiyar. Erich Lehmann had (nearly) countless Indian students—Gouri Bhattacharya, M.L. Puri, M. Raghavachari, to name but a few. Rabi Bhattacharya did some of his most influential work at Berkeley. Most recently, Antar Bandyopadhyay, Smarajit Bose, Probal Chaudhuri, and Manjunath Krishnapur have returned to India after doctoral work at Berkeley, and Ani Adhikari and Sourav Chatterjee are current members of the Berkeley faculty. Such a long history! Visits, seminars, and personal conversations are extremely helpful for exchange of ideas, confirmation, falsification, and crystallization of what is only a thought. I know that Neyman, Elizabeth Scott, David Blackwell, Peter Bickel, and Terry Speed have gone to the ISI; Jeff Wu and Jianqing Fan, both Berkeley PhDs, have too. Extraordinarily influential work on machine learning, high-dimensional inference, genomics, and random matrices is now going on at Berkeley, and students and faculty at the ISI ought to listen to this work face-to-face. These would be timely topics for the Mahalanobis lectures. A few personal memories. I was Terry’s student on his sufficiency course at the ISI, and just this year he and I worked on putting together Basu’s most influential work in a Springer volume. It was a lovely period of my life. Sandrine Dudoit and I just worked on a survey of sufficiency. David Freedman was advising me on models for fractional data up until six days before his tragic death. I first listened to Peter Bickel in 1980 at a conference at the Delhi ISI. The responsible ISI official greeted a large contingent of us at the Calcutta central train station with a confident toothy smile and said, “Board this train.” Some twenty minutes later, we were all detained for ticketless travelling and given a hefty fine. On our return, ISI reimbursed us for the fines, but it had to be shown as taxi fare. Peter was also taking the train from New Delhi to Calcutta; he was a little late, and at the stairs, I only had time to shake his hand. I properly met Peter for the first time in 1991 at a conference in Ottawa: I gave a very simple talk on extremum efficiencies September . 2011 IMS Bulletin . 7 in some nonparametric problems and he made some comments to me after the talk. Peter invited me to come to Berkeley that Fall, and I spent a month at the MSRI. I was interested in some problems on convolutions at that time and I recall Peter coming to my office at Evans Hall to help me. The little work on t-intervals, Basu and DasGupta (1995), also benefitted from that MSRI visit. At Purdue, I learned of the close professional and personal relationship between Shanti Gupta and Peter Bickel and Lucien Le Cam. I can vouch that Shanti earnestly counted on counsel from Peter and Lucien Le Cam. In the January of 2002, Shanti passed away most unexpectedly after a brief illness. I informed Peter the same evening. I recall Peter writing back “This is a great loss for Purdue. I am very sorry. It is a personal loss for me. He was a friend.” That’s what I mean: there is a long and treasured friendship between Indian statistics and Berkeley, and I so much wish to see it prosper and last. ■ What about other special working relationships? Do you have a story to share? You can comment on this (and other articles) at http://bulletin.imstat.org. Go on! I saw the Laha awards on the IMS website and my advisers encouraged me to apply. It's a great pleasure This was to receive this award! One suggestion: I think the first time I attended it may get more attention from us students if a the Presidential Address, and I won’t presentation session (or two) is organized for forget the moment I was called as a Laha Laha award recipients in the future. Award recipient. The highlight of the evening was Gongjun Xu, Columbia meeting many statistical fellows, including IMS University president Peter Hall. I really enjoyed JSM. Laha Awards 2011 Hui Nie, University of Pennsylvania This was my first IMS meeting. I learned a lot from others’ research presentations, and met lots of interesting people. Miami is a great place, I liked the beach! I would definitely encourage people to apply for next year’s Laha awards. Dan Shen, UNC Chapel Hill 8 . IMS Bulletin Volume 40 . Issue 6 Obituary: Anatolii Skorokhod 1930–2011 The world’s mathematical community lost one of its most prominent members when Professor Anatolii Vladimirovich Skorokhod died on January 3, 2011. Anatolii Skorokhod was born on September 10, 1930 in Nikopol, Ukraine. In 1948, he graduated from secondary school (with a gold medal) and entered the Kyiv State University, where he specialized in probability theory at the Department of Mathematical Analysis, under the considerable influence of Professors B.V. Gnedenko and I.I. Gikhman. In one of his first papers (1954) Skorokhod clarified the structure of densities of stable distributions. In the early 1950s, the atmosphere at Kyiv University was far from friendly, which resulted finally in B.V. Gnedenko’s departure. Foreseeing this, Gnedenko wrote to A.N. Kolmogorov: “Dear Andrei, one more matter. Here we have a graduating student, very able in my view, Skorokhod Anatolii Vladimirovich, 22 years of age. Things are going in such a way that it would be better for him to leave and attend postgraduate courses elsewhere. If there is a possibility, by the ministry, to assign him to Moscow University for postgraduate study, then you will do a good deed both for the student and for science...” (From a letter of B.V. Gnedenko to A.N. Kolmogorov, October 30, 1952.) Thus, by the efforts of Kolmogorov, Moscow State University acquired three post-graduate students: A. V. Skorokhod (supervisor E.B. Dynkin), V.S. Korolyuk and V.S. Mikhalevich. All of them would later become Members of the Academy of Sciences of Ukraine. A.V. Skorokhod wrote his Candidate dissertation, Limit theorems for random processes, at Moscow State University, in 1956, and returned to the Kyiv State University. In 1962 he completed his Doctoral dissertation, SDE and limit theorems for stochastic processes, and was made Professor of the Kyiv State University the following year. A year later he moved to the Institute of Mathematics of Academy of Sciences of Ukraine as Head of Department of the theory of stochastic processes. He became a Corresponding member of the Ukrainian Academy of Sciences in 1967 (and an Academician in 1985), and was awarded the Ukrainian State Prize in Science and Technology in 1982 and 2003. In 1985 Skorokhod moved to Michigan State University, USA, and in 2000 he was elected to the American Academy of Arts and Sciences. A.V. Skorokhod’s contributions to probability theory, mathematical statistics, and the theory of stochastic processes, were fundamental, in particular in the areas: limit theorems for stochastic processes; stochastic differential equations; probability distributions in infinite dimensional spaces; stochastic integration of anticipating functions; and asymptotic behavior of dynamic systems under random perturbations. In the 1950s A.V. Skorokhod began a large cycle of works on limit theorems for stochastic processes. He proposed an original method of studying limit theorems, based on two profound ideas: the method of a single probability space and introduction of several topologies on the space of functions without discontinuities of the second kind. His main idea in the area of limit theorems was to introduce a topology which would make this space a Polish space (complete separable metric space). Along this line A.V. Skorokhod introduced four topologies; established necessary and sufficient conditions for convergence in those topologies; described compact sets for each topology; and listed the most important Anatolii V. Skorokhod in 2003 (photo: Alex Novikov) examples of continuous functionals. The most well-known topology is the J1-topology (we call it the Skorokhod topology), which proved to be very useful in the case of typical path spaces. A.V. Skorokhod obtained many significant results in the theory of stochastic differential equations, namely: the theorem of comparison for linear diffusion, which allowed him to get the first results on the existence of strong solutions for the case of non-Lipschitz drift coefficients; the theory of diffusion processes with boundary conditions of different types; asymptotic behavior of solutions; fundamental results on ergodicity and stability of solutions. We also mention his results on the problem of differentiability of probability measures; the structure of the Radon-Nikodým derivatives for quasi-invariant measures on a Hilbert space. Along with a great number of scientific papers (about 300), A.V. Skorokhod wrote many books, textbooks, and monographs (more than 25), which are well-known in the probability world and are constantly used both by students and experts in probability theory and the theory of stochastic processes. His last book, with Habib Salehi and Frank Hoppensteadt, was Random perturbation methods with applications in science and engineering (Springer, 2002, Ser. Appl. Math. Sci., vol. 150). Alex Novikov (University of Technology, Sydney, Australia) and Albert Shiryaev (Steklov Mathematical Institute, Moscow) September . 2011 IMS Bulletin . 9 Obituary: Patrick Billingsley 1925–2011 Patrick Billingsley, scholar, writer, and actor, died Friday, April 22 at the age of 85. He is survived by his children Franny, Patty, Julie, Marty and Paul, and by his companion, Florence Weisblatt. His late wife of nearly 50 years, social activist Ruth Billingsley, died in 2000. Billingsley was born May 3, 1925 in Sioux Falls, South Dakota. He earned a bachelor’s degree in engineering from the US Naval Academy in 1948, then served in the US Navy until 1957. As a Navy officer he lived for a year in Japan, where he earned a black belt in judo. While still a naval officer he entered the Princeton University graduate program in mathematics; he received a master’s degree in 1952 and a doctorate in 1955, the latter under the supervision of William Feller. In 1957–58 he worked as a National Science Foundation Fellow in Mathematics at Princeton. Billingsley joined the faculty at the University of Chicago in 1957, with appointments in the departments of Statistics and Mathematics, and remained on the faculty until retiring as professor emeritus in 1994. He served as chairman (or, as he liked to put it, “acting chairman”) of the Statistics department, from 1980 to 1983. He was a Fulbright Fellow and visiting professor at the University of Copenhagen, Denmark in 1964–65 and a Guggenheim Fellow and visiting professor at the University of Cambridge, England, in 1971–72. Billingsley was the first editor of the Annals of Probability, from 1976 to 1979, and President of the IMS in 1983. Billingsley’s professional accomplishments were many and varied, but he will be remembered first and foremost as an expositor. He wrote five books, Statistical Inference for Markov Processes (1961), The Elements of Statistical Inference (in collaboration with David Huntsberger, 1986), Ergodic Theory and Information (1965), Convergence of Probability Measures (1968), and Probability and Measure (1978). The last three all became, at least for a time, the authoritative works on their subjects; all are still widely cited, and Probability and Measure, now in its third edition, is still a standard graduate-level textbook. Billingsley also published a number of expository papers, including an article on prime numbers and Brownian motion that was awarded a Lester R. Ford prize for mathematical writing. In this article he explained that his approach to mathematical exposition had come from his PhD mentor Feller: “For the most part I shall only illustrate general results by examples and special cases. For this there is the authority of William Feller, who used to tell us, his students, that the best in mathematics, as in art, letters, and all else […] consists of the general embodied in the concrete.” He went on, perhaps recalling his days in the US military, “Although at first I thought that was simply an anti-military statement, I did eventually understand it as the intellectual-esthetic principle he intended and have tried ever since to keep it at the front of my mind.” Billingsley is perhaps best known in mathematical analysis as the inventor of what is now called Billingsley dimension, an extension of the notion of Hausdorff dimension to positive Borel measures. The Billingsley dimension is one of three fundamental quantities attached to an ergodic, invariant probability measure in a smooth dynamical system, the others being the Kolmogorov-Sinai entropy and the Lyapunov exponent(s). The relationships among these three quantities was an important theme in the study of smooth, Patrick Billingsley chaotic dynamical systems in the 1970s and 1980s, which culminated in the celebrated Ledrappier-Young formula expressing entropy as the sum of the Lyapunov exponents multiplied by the directional Billingsley dimensions. Billingsley also made important contributions to the field of weak convergence—beginning with his PhD thesis on the invariance principle for dependent random variables—and to probabilistic number theory. He delivered the 1973 Wald lectures on the probability theory of additive arithmetic functions, and the 1972 Rouse Ball lecture at Cambridge on prime numbers and Brownian motion. In the mid-1960s Billingsley embarked on what became a parallel career in acting. His first roles were in amateur productions, but beginning in 1970 he played leading roles in more than 20 professional productions at the Court Theatre and Body Politic Theatre in Chicago. His roles included the Captain in We Bombed in New Haven (1970); Alonzo in The Tempest (1977); Dysart in Equus, (1980); and Petey in The Birthday Party (1978 and 1985). A talent scout saw him perform in The Lover in 1977, and this led to a successful audition for a part in the 1978 Kirk Douglas film The Fury. Billingsley never met Douglas, but they appear on screen together during a car chase on Wacker Drive and Van Buren Street in Chicago; Billingsley played a bad guy who ended up dying in a fiery crash. He went on to appear in seven more films and in nine television shows. Among Continued on page 11 10 . IMS Bulletin Volume 40 . Issue 6 Rick’s Ramblings: Writing an NSF proposal with New Broader Impacts Being an accomplished Jedi Master, I feel a sense of noblesse oblige when it comes to instructing the Padawans in the ways of the Force. Today’s column is written primarily for a Youngling who intends to submit an NSF proposal to the probability program at NSF for the November 7, 2011 deadline. Undoubtedly much of this advice applies to statistics proposals and to grants submitted to other agencies, but in that case you should heed the advice people have given me for years: get professional help. Those competitions require a different sort of verbal fertilizer, so you should seek advice from a colleague who has had success with that type of grant. The first and most important rule for writing a proposal is to get your materials ready well before the deadline. This is necessary because you don’t actually submit your grant. It is sent in by your Office of Sponsored Projects. At most universities, after you have uploaded your proposal to Fastlane, your department’s grants person looks it over and when she is satisfied it is complete, you release to OSP to view, edit, and submit. After OSP has verified that you are following the university’s rules about tuition, indirect costs, and cost sharing then it is off to NSF. A generic NSF proposal has five main parts. A one-page Project Summary, a 15-page Project Description, References (with no page limit), a two-page NSF style CV, and a budget, with up to three pages of explanation. The CV is the easiest so I’ll start with that. The first thing you need to do before submitting a proposal is to go online and get the Grant Proposal Guide, which is now a hefty 71 pages. It is not a great read but fortunately it has a detailed table of contents. In Section C.1.f of Chapter 2 you will find precise instructions for your CV. How to describe your education, previous positions, up to five publications related to the proposal, up to five significant publications, up to five synergistic activities, all your collaborators in the last 48 months, all your PhD students ever, and recent postdocs mentored. You shouldn’t sweat the limit on relevant publications. You can refer to as many of your papers as you want in the proposal narrative and list them in the references. The second easiest piece is the budget. For the youngest investigators this is simple: two months’ summer salary, and some money for travel or perhaps a new laptop. If your department demands you ask for some money for supplies, then go along, but forget about page charges unless you publish in biology journals where they don’t take no for an answer. If you are at the point of having graduate students then think about summer support, but the cost Rick Durrett, Jedi Master of proposalwriting, writes some instructions for the Younglings, including the NSF’s revised broader impacts criterion. of academic year support plus benefits plus tuition (and overhead) adds up quickly. It is easy to let your budget fantasies get the best of you, so keep them in check. Gayle, who processed my grants for over 10 years at Cornell, had a cartoon on her door with the punch-line, “What the heck, I’ll add another zero.” NSF grants are evaluated based on two criteria: “intellectual merit” and “broader impact” introduced in 1997. These MUST be explicitly addressed in the proposal summary, and should be done in two paragraphs that start with the two phrases in bold face. To quote http://www.nsf.gov/pubs/gpg/broaderimpacts.pdf: “Experience shows that while most proposers have little difficulty responding to the criterion relating to intellectual merit, many proposers have difficulty understanding how to frame the broader impacts of the activities they propose to undertake.” This document has a large number of useful suggestions for things to include, such as: service as referee or associate editor, IMS or AMS committees, conference organization, interdisciplinary research activities, course development, undergraduate research supervision, and high school outreach. The broader impacts criterion has recently been revised. OMG! (as the Younglings might say). Letters in the July 8 Science (volume 333, 157–158) and in the July 14 Nature (volume 475, page 141) rail against the changes, saying “they move too far in the direction of accountability at the cost of scientific creativity and autonomy,” and calling the goals “at best arbitrary and at worst an exercise in political triangulation.” In brief, the new National Science Board plan, posted online June 14 (see nsf.gov/nsb/ publications/2011/06_mrtf.jsp), will require researchers to identify their broader impacts by selecting from a list of nine national priorities: • Increased economic competitiveness • Increased national security • Increased partnerships between academia and industry • Enhanced infrastructure for research and education September . 2011 • Development of a globally-competitive STEM workforce • Increased participation of women, persons with disabilities and underrepresented minorities • Improved pre-K to 12 STEM education and teacher development • Increased public scientific literacy The first two were red flags for the bulls in Science who say the list “excludes protecting the environment and addressing other social problems” and this may “undermine the attractiveness of STEM disciplines to more idealistic students, who are interested in meeting human needs rather than fostering economic competitiveness.” A little melodramatic, I think. I am all for protecting the environment—e.g., not drilling for oil off the outer banks of North Carolina—but shoving in Republican faces the fact that NSF science can stand in the way of corporate America screwing the environment for profit is not going to help the budget. Oh well, even if you hate it, the simple fact of the matter is that unless you address the broader impacts of your research, as well as jump through the new hoops of the new Postdoc Mentoring Plan and the Data Management Plan, your proposal will be dead on arrival. Most first timers will not be asking for postdoc support, so the PMP is moot, but everyone is forced to have a DMP even if it consists of the simple statement “Data, I don’t need no stinking data.” In less flippant terms, the NSF FAQ says “It is acceptable to state in the DMP that the project is not anticipated to generate data Photo: Flikr/reway2007 “The Force is strong in this NSF grant proposal” IMS Bulletin . 11 or samples that require management and/or sharing. PIs should note that the statement will be subject to peer review.” Climbing down from my soapbox, it is now time to address the nitty-gritty of writing the proposal narrative. If you haven’t started yet, then you are three months late. About six months before the deadline you should start jotting down ideas of things to work on. You can’t write a plan for three years of research in two weeks, no matter how many hours a day you sit there and scratch your head. You need time to sit and think, scribble exploratory calculations on your tablet, and read articles about new things you might work on. People who have already had NSF grants will begin their proposals with up to five pages of results from prior support, which highlight previous achievements and make the case that they can actually do what they say. Even with up to five pages used up with this, there is room to discuss 4–6 problems, which need to be explained in sufficient detail and related to the literature. The problems you pose must be interesting but accessible. It is one thing to say that you will use the winding of Brownian motion in the infinitely punctured complex plane to prove the Riemann Hypothesis, but unless you are Stas Smirnov, you will need to work hard to convince the proposal reviewers that you have a chance of doing this. On the other hand the problems you propose should not be too close your previous work. In my case if I were to write that I was going to use the block construction to prove coexistence for some interacting particle systems that arose from ecological competition then I would expect reviewers to complain. Younglings, you should not be ashamed to ask for help from more experienced colleagues. Have them read over what you have written and make comments. They may not know the details of what you are going to work on but, then again, your proposal will be evaluated by panelists who are generally knowledgeable about your research area but are not experts on your particular research topic: a probability panel will have between 10 and 12 people who have to review 90 proposals. The final thing to say is: don’t get discouraged. Serving on the probability panel is very depressing. Only about 10% of the proposals are truly “not worthy of support,” but only about one-third can be funded. This situation leads to some agonizing and occasionally random decisions. So, if you are just starting out, keep in mind that it will take several tries to have success. Read the reviews carefully, discuss them with your colleagues and keep in mind their assessment represents personal opinions that my change dramatically from year to year. ■ Patrick Billingsley, 1925–2011 Continued from page 9 other roles, he played a biology teacher in My Bodyguard (1980), the professor in Somewhere in Time (1980) and the bailiff in The Untouchables (1987). Billingsley was, in the words of his daughter Marty, a “true Renaissance man”, a man of diverse interests who excelled in many things. He painted; he wrote; he read Beowulf in the original Old English; he worked out daily in the university gym for nearly 40 years. He had a wry comment for almost every occasion. When he vacated his office in Eckhart Hall some years back, he invited me to help myself to whatever books were there. I was amused—but not surprised—to find, between a worn copy of Burns’ Poems and Songs and a Complete Works of William Shakespeare, a copy of Arnold Schwarzenegger’s 1978 autobiography, Arnold: The Education of a Bodybuilder. Steve Lalley, University of Chicago 12 . IMS Bulletin Volume 40 . Issue 6 “Ranking Our Excellence,” or “Assessing Our Quality,” or Whatever… One of the final responsibilities of each IMS President is to deliver a Presidential Address at the IMS annual meeting. Peter Hall gave his talk on August 1 at JSM in Miami. The text is reproduced in full here. W e live in an era where almost everything apparently can be quantified, and most things are. Massive quantities of data are generated every day on subjects ranging from our supermarket purchases to changes in the climate. This creates unprecedented opportunities for statisticians, but also many challenges. Not least are the challenges of quantifying our own professional lives. The managers of the institutions, organisations and companies where we work measure our performance, and the quality of our work, using rankings, bibliometric analyses and similar approaches. Tonight I want to say a few words about these matters. They are fundamentally statistical in many ways, yet no-one, least of all us or our managers, has many of the tools necessary to undertake the analysis properly and convey the results. In many cases we do not even seem to have the knowledge needed to develop the tools. Rankings, for example of the institutions or departments where we work, are among the most common of the techniques that are used to analyse us, and perhaps to divide and conquer us. Goldstein and Spiegelhalter, in a paper in the Journal of the Royal Statistical Society (Series A) in 1996, argued that no ranking should be unaccompanied by a measure of its authority. This recommendation is seldom honoured. Rankings should also be reasonably transparent, so that the implicit statements that they make about us are clear to non-experts (in some cases that includes us!). International rankings of universities are a case in point. The data on which they rely are seldom accessible, and the methodology they use is typically secret. The methodology usually can be accessed only approximately, for example via a process of reverse engineering, noting the changes in rankings after Nobel Prizes, etc, have been awarded. For all these reasons the rankings are far from transparent. And they are seldom accompanied by a measure of their reliability. Yet they influence significantly the comments, and subsequently the actions, of university managers and, sometimes, the decisions of governments. The US National Research Council ranking of university statistics departments, compiled using data on graduate programs and released almost a year ago, is to be applauded for incorporating statistical measures of authority, based on resampling ideas, into their analysis. An extensive manual describes methodology and metrics. Admirably, last November the ASA organised a NISS workshop on assessing the quality of graduate programs. However, the ranking of graduate programs does not meet the criterion of transparency. As a result, the ranking sometimes has been misinterpreted by university managers. More generally, statistical issues relating to modelling rankings, describing their authority and simplifying their interpretation, deserve greater attention from us than we have given them. Rankings, like bar graphs and pie charts, are only a way of presenting data. The data themselves should also be a focus of our attention. The IMS as a society, and also through its individual members, has played an important role in the study of performance-related data. In particular, the IMS was one of three professional bodies (the others were the International Mathematical Union and the International Council of Industrial and Applied Mathematics) which produced the report Citation Statistics, addressing that most pernicious of academic topics, bibliometric data and their analysis. The report’s authors, Robert Adler, John Ewing and Peter Taylor, expressed concern about the use of citation data for assessing research performance. Their report, published in Statistical Science in 2009, noted that: There is a belief that citation statistics are inherently more accurate because they substitute simple numbers for complex judgments, and hence overcome the possible subjectivity of peer review. Adler, Ewing and Taylor pointed to the fallacy of such beliefs, and drew conclusions that, although concerning to some scientists (and September . 2011 to university and other institutional managers), resonate with many of us: • The accuracy of citation metrics (e.g., raw citation counts, impact factors, h-factors and so forth) is illusory. Moreover, the misuse of citation statistics is widespread and egregious. In spite of repeated attempts to warn against such misuse (e.g., the misuse of the impact factor), governments, institutions, and even scientists themselves continue to draw unwarranted or even false conclusions from the misapplication of citation statistics. • Sole reliance on citation-based metrics replaces one kind of judgment with another: Instead of subjective peer review one has the subjective interpretation of a citation’s meaning. • While statistics are valuable for understanding the world in which we live, they provide only a partial understanding. Those who promote the use of citation statistics as a replacement for a fuller understanding of research implicitly hold such a belief. We not only need to use statistics correctly—we need to use them wisely as well. Bibliometric analyses, and other statistical measures, are sometimes used in connection with appointment and promotion cases, occasionally with dramatic consequences (as we’ll see below, when discussing the Australian experience). Indeed, potential applications to appointment and promotions decisions are major reasons for heightened interest in the interpretation and application of bibliometric analyses. However, many other empirical approaches have been employed. They range from the Texas A&M University system’s development of methodology, which evaluates how much university professors “are worth,” based on their salaries, how much research money they bring in, and how much money they generate from teaching; to the much more widespread use of student evaluations of classroom teaching. All have weaknesses, and some have strengths as well. Several nations have attempted, or are currently attempting, to unlock the secrets of bibliometric data so that they can use them to their advantage. For example, the first Italian national research evaluation, which commenced in 2003, sought to answer the following questions, among others: (i) Are peer review judgements and bibliometric indicators independent variables, and if not, what is the strength of association between them? (ii) Is the association between peer judgement and article citation rating significantly stronger than the association between peer judgement and journal citation rating? The Italians concluded that: (i) Bibliometrics are not independent of peer review assessment; IMS Bulletin . 13 but while the correlation between peer assessment and bibliometric indicators is statistically significant, it is not perfect. (ii) “Bibliometric indicators may be considered as approximation measures of the inherent quality of papers, which, however, remains fully assessable only with aid of human unbiased judgement, meditation, and elaboration. We advocate the integration of peer review with bibliometric indicators, in particular those directly related to the impact of individual articles, during the next national assessment exercises.” Australian authorities too have been endeavouring to turn bibliometric data to good use, so as to distribute block grant funding to universities. (This is the type of funding that, in the US, is passed on largely in the form of grant overheads. In this sense, grant income in the US is used as a proxy for research performance.) Interestingly, in 2011 a trial run of Australia’s research assessment exercise led the federal government to conclude that a rather controversial ranked list of journals, to which the government had seemed to be committed, was not providing the overall benefits that had been anticipated. Announcing the virtual abandonment of journal rankings three months ago, the Australian Minister for Innovation, Industry, Science and Research noted that the ranking was being seriously misused by university managers: There is clear and consistent evidence that the rankings were being deployed inappropriately within some quarters of the [university] sector, in ways that could produce harmful outcomes, and [were] based on a poor understanding of the actual role of the rankings. One common example was the setting of targets [in connection with appointments or promotions] for publication in [highly ranked] journals by institutional research managers. However, there is concern that in a range of research fields in Australia, rankings based on citation analyses, rather than peer review, will fill any gaps left by reducing reliance on journal rankings. Moreover, journal rankings will still apparently be used to some extent in the Australian research assessment process. The Australian government’s enthusiasm for a research assessment exercise that emphasises bibliometric analysis, and, in many fields of research, seems to give peer review a significantly lesser role, would appear to be at odds with the Italian experience. It is also in conflict with the UK’s proposed new methodology for assessing research importance, which, as we shall now relate, originally seemed to favour a largely bibliometric process but then retreated. Just as importantly, the Australian government’s decision to largely abandon journal rankings reflects an issue that has to 14 . IMS Bulletin be borne in mind whenever funding is distributed as the outcome of a process of performance evaluation: As is no doubt hoped, the people receiving that funding respond to their evaluation by changing their behaviour so as to achieve more funding next time, but they may change in ways that are overtly counterproductive to achieving the goals that the process was originally designed for. The UK once argued rather forthrightly that its Research Assessment Exercise (RAE) should not explicitly take account of citation data and the like. For example, the instructions to 2008 RAE panels included the following injunction: In assessing excellence, the sub-panel will look for originality, innovation, significance, depth, rigour, influence on the discipline and wider fields and, where appropriate, relevance to users. In assessing publications the sub-panel will use the criteria in normal use for acceptance by internationally recognised journals. The sub-panel will not use a rigid or formulaic method of assessing research quality. It will not use a formal ranked list of outlets, nor impact factors, nor will it use citation indices in a formulaic way. However, the replacement for the RAE was originally intended to use metrics in place of peer review: It is the Government’s intention that the current method for determining the quality of university research—the UK Research Assessment Exercise (RAE)—should be replaced after the next cycle is completed in 2008. Metrics, rather than peer-review, will be the focus of the new system and it is expected that bibliometrics (using counts of journal articles and their citations) will be a central quality index in this system. [Evidence Report, Research Policy Committee of Universities, p.3] The Times Higher Education Supplement for 9 November 2007 headlined a story on its front page with the words, “New RAE based on citations,” and commented thus: … After next year’s RAE, funding chiefs will measure the number of citations for each published paper in large science subjects as part of the new system to determine the allocation of more than £1 billion a year in research funding. A report published by Universities UK enforces such a “citations per paper” system as the only sensible option among a number of so-called bibliometric quality measurements. It concludes that measuring citations can accurately indicate research quality. Volume 40 . Issue 6 The UK apparently has withdrawn from this position. The Research Excellence Framework (REF), which will replace the RAE and be run for the first time in 2013, will instead assess research in at least three ways and incorporate peer review: • Outputs (total weight 65%): The primary focus of the REF exercise will be to identify excellent research, apparently using largely expert peer review but, in subjects where robust data are available, “peer review may be informed by additional citation information.” • Impact (20%): The REF will endeavour to identify cases where “researchers build on excellent research to deliver demonstrable benefits to society, public policy, culture, quality of life and the economy.” • Environment (15%): The REF will assess, and take into account, the quality of the research environment. In the UK, particularly in the mathematical sciences including statistics, the second of these criteria has become the most controversial, not least because of its potential to focus research on short-term goals. It is admittedly less of a problem for statisticians than for, say, pure mathematicians. The US is not as vulnerable to these difficulties as many other nations—such as the UK, European countries including France, Italy and The Netherlands (but not Germany), and Australia— that have relatively unified national higher education systems. Admittedly, substantial research funding is provided federally in the US, but few US states would allow their university systems to be scrutinised federally in the manner that is accepted practice in other countries. In a state or provincial system a state can experiment with different ways of measuring and rewarding research performance, and the others can sit on the sidelines and watch the experiment, adopting the methodology only if it is effective. As statisticians we should become more involved in these matters than we are. We are often the subject of the analyses discussed above, and almost alone we have the skills to respond to them, for example by developing new methodologies or by pointing out that existing approaches are challenged. To illustrate the fact that issues that are obvious to statisticians are often ignored in bibliometric analysis, I mention that many proponents of impact factors, and other aspects of citation analysis, have little concept of the problems caused by averaging very heavy tailed data. (Citation data are typically of this type.) We should definitely take a greater interest in this area. ■ Acknowledgement: I am grateful to Rudy Beran, Valerie Isham and Wolfgang Polonik for helpful comments. September . 2011 IMS Bulletin . 15 SPA 2011, Oaxaca, Mexico Mireille Chaleyat-Maurel, Université Paris Descartes, Paris, France, reports from June’s Conference on Stochastic Processes and their Applications: What ingredients make a successful conference? An networks. The Lévy lecture by Jean-François Le Gall described the solution of a long-standing problem concerning scaling limits of random triangulations of the sphere. The Itô prize was awarded to Haya Kaspi and Nathalie Eisenbaum for their paper on permanental processes published in the journal Stochastic Processes and their Applications in 2010. In addition, there was a large variety of special sessions, consisting of three talks each, contributed session talks, and posters. The social program was sensational. On Monday, a reception was offered at the Museum of Contemporary Art of Oaxaca. Besides exhibiting Modern Art from the whole world, the Museum periodically shows works by Oaxacan master painters Rufino Tamayo, Francisco Toledo, Rodolfo Morales, Rodolfo Nieto and Francisco Gutiérrez. Wednesday afternoon featured an excursion to the very interesting location of Monte Albán, a large pre-Columbian archaeological site near Oaxaca. Monte Alban was the ancient capital of the Zapotecs and one of the first cities in Mesoamerica. It was founded approximately 500 years BC and flourished until 750 AD. The conference dinner was in the historic “Ex-Convento de Santa Catalina” with a show of the Guelaguetza, (or Mondays of the Hill) with traditional dancing in costume in groups. Each costume and dance had local cultural significance. Photo: Víctor Rivero attractive scientific program, an efficient local organizing committee and a beautiful location. All these were present in Oaxaca for the SPA meeting! The 35th Conference on Stochastic Processes and their Applications was organized under the auspices of the Bernoulli Society and co-sponsored by the Institute of Mathematical Statistics. It took place in the city of Oaxaca, Mexico from the 19th to the 24th of June 2011. The SPA conference is the major annual meeting for researchers working in the field of Stochastic Processes and their Applications. The Oaxaca conference gathered 275 participants from 32 different countries. The conference was hosted by the Oaxacan branch of the Instituto de Matemáticas of the Universidad Nacional Autónoma de México and was co-organized by several Mexican research centres in probability. The organization of the Conference was perfect. As soon as participants arrived at Oaxaca Airport (sometimes very late in the evening), they were met by members of the local organizing Committee who took care of them, and helped arrange transport to their hotel. On Sunday, the registration at Hotel Mision Los Angeles was followed by a small reception with very good tequila (Tequila Sauza was one of the sponsors of the Conference!). Conference material was provided to every participant in a nice Mexican bag (featuring a design of the celebrated Oaxacan painter Francisco Toledo) and contained all desirable information about the program and the city of Oaxaca. Let me add that all the contents (even the pen!) were recyclable. The 20 invited plenary lectures were presented by leading experts in their fields and took place in the Teatro Juarez, near to Traditional dancers entertained the participants at the conference dinner the Hotel Mision. These lectures covered a In addition, the city of Oaxaca, was very safe and offered a great wide range of active research areas: random trees and graphs, percovariety of interesting places where the participants could rest after lation, statistical mechanics and the Ising model, random matrices, stochastic networks, control theory, stochastic differential equations the conference. Warm thanks to the local organizing committee, who did a and more (the full program is on the conference website). wonderful job under the coordination of María Emilia Caballero The program featured two IMS Medallion lectures, by Itai and Víctor Rivero. Benjamini on recurrence problems for random walks, and Alice The conference website (with program details) is located at Guionnet on random matrices. Ruth Williams delivered the Doob lecture and reported on recent results on the analysis of stochastic http://www.matem.unam.mx/~SPA2011/ 16 . IMS Bulletin Volume 40 . Issue 6 Brazilian Journal celebrates 25th anniversary The Brazilian Journal of Probability and Statistics (BJPS) is an official publication of the Brazilian Statistical Association and is supported by the IMS. Currently three issues a year, with four planned, the journal publishes papers in applied probability, applied statistics, computational statistics, mathematical statistics, probability theory and stochastic processes. Subscription is $100 for IMS members. See http://www. imstat.org/bjps/subscriptions.html BJPS is marking its quarter-century with a special anniversary issue (Vol. 25, No. 3, 237–238). The Preface of this issue, reproduced with permission, reads: “The current issue celebrates the 25th anniversary of the Brazilian Journal of Probability and Statistics, an academic journal published by the Brazilian Statistical Association since 1987. The journal publishes high-quality research papers in applied probability, applied statistics, computational statistics, mathematical statistics, probability theory and stochastic processes. Previous chief editors are Pedro A. Morettin, Heleno Bolfarine and Gauss M. Cordeiro. Previous theory and methods editors are Gauss M. Cordeiro, Bent Jørgensen and Chang C. Y. Dorea, and previous applications editors are Julio M. Singer and Jorge Achcar. (Anthony Davison was theory and methods editor for a brief period, prior to assuming the editorship of Biometrika.) We took over the journal in 2007. In the following year, an agreement between the Brazilian Statistical Association and the Institute of Mathematical Statistics (IMS) was established which resulted in the BJPS being an IMS-supported journal (since 2008). This change resulted in a faster and more convenient refereeing process through an electronic management system of submissions and also in wider indexation. As a consequence, in 2010, the number of issues in each volume was increased from two to three. These are published in March, July and November. Our goal is to publish four issues per year, which is expected to happen in the near future. In April 2011, BJPS was included in the Scopus bibliographic database. We firmly believe that the BJPS will continue its pursuit of excellence in the years to come. “This anniversary issue contains papers by outstanding researchers. They cover important topics in probability and statistics. The papers below [see box]make up the current BJPS issue. “We would like to take the opportunity to thank the authors of the papers that make up this anniversary issue. We also thank all previous editors for their hard work, the Brazilian Statistical Association, the partial funding received from CNPq and CAPES, and the Institute of Mathematical Statistics. The publication of the current special issue was partially funded by the INCTMat grant, and for that we thank Professor Jacob Palis. Finally, a special recognition goes to Professor Wilton Bussab (in memoriam), who was the president of the Brazilian Statistical Association when the agreement with the IMS was signed.” Silvia L. P. Ferrari (Chief editor); Francisco Cribari-Neto (Applications editor); and Nancy L. Garcia (Theory and Methods editor) Contents of BJPS special anniversary issue (Volume 25, Issue 3) Additive models for quantile regression: Model selection and confidence bandaids, by Roger Koenker Dispersion models for geometric sums, by Bent Jørgensen and Célestin C. Kokonendji Stationary infinitely divisible processes, by Ole Eiler BarndorffNielsen Limit theorems for empirical Fréchet means of independent and nonidentically distributed manifold-valued random variables, by Wilfrid Stephen Kendall and Huiling Le Prediction-based estimating functions: Review and new developments, by Michael Sørensen Local linear suppression for wireless sensor network data, by Kristian Lum and Alan E. Gelfand Modelling particles moving in a potential field with pairwise interactions and an application, by David Brillinger, H. K. Preisler and M. J. Wisdom Hierarchical wavelet modelling of environmental sensor data, by Anthony Davison and Yann Ruffieux On improved estimation for importance sampling, by David Firth On default priors and approximate location models, by Donald Fraser and Nancy Reid Contiguity and irreconcilable nonstandard asymptotics of statistical tests, by Pranab Kumar Sen and Antonio C. Pedroso-de-Lima September . 2011 IMS Bulletin . 17 Terence’s Stuff: Speaking, reading, writing Terry Speed knows the importance of good communication. He is inspired by a beautiful little book by R.D. Richardson: on Emerson, on writing I n our business, communication is important. It is no exaggeration to say that in our careers we sink, tread water or swim according to our ability to communicate. Suppose that you are giving a presentation, and I am in your audience. At the start, you have my complete attention. I come expecting and hoping for a good experience, to learn something from you, and to enjoy myself. If I understand the words you use, the sentences you form, and the chains of reasoning you construct, and if I can read and follow the material you display, there is a good chance I’ll stay with you, perhaps to the end. If I struggle with any of these aspects of your presentation, I’ll expect extra value for the extra effort. Otherwise, I’ll probably tune out. Communication is a two-way process most of the time, but not when you’re in front, and I’m at the back. The onus is on you to lure me, hook me, draw me in, and eventually to land me. Actors, politicians, salespersons and evangelists all know this; so should we. Suppose that you have written a paper and I am one of your potential readers. Your title catches my attention. “This looks interesting,” I think, and I read the abstract. Is this paper worth reading carefully, I wonder, as I read through the introduction. Do you get—and keep—my attention, as you might if we were face to face? That depends, both on my need to read your paper, and on your writing. Again it is your words, sentences, and chains of reasoning that matter, and again, I’ll stay with you if I’m learning and enjoying myself… and drift away if I’m not. Few of us are naturally gifted speakers or writers. Most have to work hard at it, and keep doing so. I’ll assume that applies to you, as it does to me and almost everyone else I know. How do we improve our speaking and writing? One answer is by taking formal college or university courses, for example, on language and literature, public speaking, technical or creative writing. There we can get instruction, practice and feedback. I always encourage people for whom it is feasible to consider this option, that is, to seek professional help. Another approach is to dive into the “how to” books on speaking and writing, though I can’t comment on the value of this strategy. We can also help ourselves. There are two aspects to my self-help approach. One is like the way to get to Carnegie Hall—practice, practice, practice—and the other is reading. Ralph Waldo Emerson believed that first we read, then we write [the title of the Richardson book on Emerson] and gave the following writing tip: “Read for five hours a day.” Most of us are unlikely to have our days as free for reading as his were, so for us the question is: what should we read? Life is short, so my answer here is unequivocal. Read only good writing for fun and profit, and read mediocre or poor writing only when absolutely necessary. Joseph Conrad, Jane Austen, G. H. Hardy and Marcia Angell all write magnificently. Articles in the New York Review of Books are invariably extremely well written, as are those in Granta. Several of our professional colleagues wrote beautifully: Florence Nightingale David, William Feller, and David Freedman; and the mathematical and statistical biographer Constance Reid. Apologies here to speakers of other languages for my focus on English. I can mention Jacques Neveu or Paul-André Meyer as French masters of writing, but that’s my limit in other languages. There is a lot of great writing out there, mostly by professional writers, of course, but they should be our role models. Read and emulate them. Like Emerson, I see the reading of good writing as key to improving our speaking and writing. It helps us form what we want to say or write. Next comes the practice. Suppose you have a good first draft of your talk or paper. You now need feedback: how good is it, and in what ways can it be improved? Here is where you must rely on colleagues, friends or mentors, unselfish people who are willing to spend their time helping you improve your speaking or writing. Such people aren’t as hard to find as you might think, but you should be prepared to return the favour. Once started, you then iterate the cycle of draft, receive feedback, revise. It’s always hard, but there can be great satisfaction at the end: a talk well delivered, a paper flying through the review process. Let’s give Emerson the last word: Happy is he … who writes from the love of imparting certain thoughts … who writes always to the unknown friend. “The first rule of writing is not to omit the thing you meant to say.” Sage advice from Ralph Waldo Emerson [left], who may still be able to teach us a thing or two about communication. 18 . IMS Bulletin Volume 40 . Issue 6 IMS meetings around the world IMS Annual Meetings, 2012 & 2014 IMS sponsored meeting IMS sponsored meeting 2012 World Congress/IMS Annual Meeting July 9–14, 2012 Grand Cevahir Hotel & Convention Center, Istanbul, Turkey w http://www.worldcong2012.org/ The eighth World Congress in Probability and Statistics will be held in Istanbul from July 9 to 14, 2012. It is jointly organized by the Bernoulli Society and the Institute of Mathematical Statistics. Scheduled every four years, this meeting is a major worldwide event for statistics and probability, covering all its branches, including theoretical, methodological, applied and computational statistics and probability, and stochastic processes. It features the latest scientific developments in these fields. Contacts: Elvan Ceyhan and Mine Çağlar, Co-chairs of the Local Organizing Committee; Arnoldo Frigessi, Chair of the Program Committee. 2014 IMS Annual Meeting July 7–11, 2014 Sydney, Australia w TBC The location for the 2014 IMS Annual Meeting has been selected as Sydney, Australia. Details will follow, but you can mark your calendars now! At a glance: forthcoming IMS Annual Meeting and JSM dates 2012 IMS Annual Meeting @ World Congress: İstanbul, Turkey, July 9–14, 2012 w http://www. worldcong2012.org/ JSM: San Diego, CA, July 28– August 2, 2012 Istanbul’s Bosphorus Bridge connects Europe (on the left) and Asia (right) w http://amstat. org/meetings/ Joint Statistical Meetings, 2012–2015 IMS sponsored meeting IMS sponsored meeting 2012 Joint Statistical Meetings July 28 – August 2, 2012 San Diego, CA IMS Annual Meeting @ 2013 JSM August 3–8, 2013 Montréal, Quebec, Canada w http://amstat.org/meetings/jsm/2012/ w http://amstat.org/meetings/jsm/ IMS Invited Program: Hans Mueller, University of California, Davis e mueller@wald.ucdavis.edu; IMS Contributed Program: Fang Yao, University of Toronto e fyao2001@gmail.com Key dates September 7: Invited session proposal submission deadline September 30: CE proposal deadline December 21: Invited Program online January 13: CTW proposal deadline February 1: Deadline for submission of abstracts for IOLs, Invited posters, Topic-Contributed and Regular Contributed abstracts, and Roundtables May 10: Draft manuscript deadline IMS sponsored meeting 2014 Joint Statistical Meetings August 2–7, 2014 Boston, Mass., USA w http://amstat.org/meetings/jsm/ IMS sponsored meeting IMS Annual Meeting @ 2015 JSM August 8–13, 2015 Seattle, Washington, USA w http://amstat.org/meetings/jsm/ jsm/2012/ 2013 IMS Annual Meeting @ JSM: Montréal, Canada, August 3–8, 2013 2014 IMS Annual Meeting: Sydney, Australia, July 7–11, 2014 JSM: Boston, MA, August 2–7, 2014 2015 IMS Annual Meeting @ JSM: Seattle, WA, August 8–13, 2015 September . 2011 IMS Bulletin . 19 ENAR, 2012–2014 IMS co-sponsored meeting The Second IMS Asia Pacific Rim Meeting July 1–4, 2012 Tsukuba, Japan IMS sponsored meeting w http://www.ims-aprm2012.org/ 2012 ENAR/IMS Spring Meeting April 1–4, 2012 Washington DC, USA Program Chairs: Byeong U. Park e bupark@stats.snu.ac.kr), Runze Li e rli@stat.psu.edu w http://www.enar.org/meetings.cfm Meeting postponed from 2011 Since the massive earthquake struck Japan on March 11, the local organizing committee and the scientific program committee decided to postpone the meeting until next year. We have rescheduled it to July 1–4, 2012, and moved it to Tsukuba, the science city and academic center of Japan, which is about 60km from Tokyo. We hereby cordially invite you all to attend the meeting next year, when we are certain that you will witness a strong recovery of Japan from one of the most severe natural disasters in recent history. Akimichi Takemura, LOC Chair; Byeong Park & Runze Li, SC Co-Chairs IMS co-sponsored meeting IMS sponsored meeting 2013 ENAR/IMS Spring Meeting March 10–13, 2013 Orlando, Florida, USA w http://www.enar.org/meetings.cfm IMS sponsored meeting 2014 ENAR/IMS Spring Meeting March 16–19, 2014 Baltimore, Maryland, USA w http://www.enar.org/meetings.cfm Colloquium in honor of Hans Rudolf Künsch on the occasion of his 60th birthday October 3–4, 2011, ETH Zurich, Switzerland IMS Reps: Peter Bühlmann, Marloes Maathuis, Sara van de Geer IMS co-sponsored meeting w https://stat.ethz.ch/events/Colloquium_Kuensch International Symposium in Statistics (ISS) on Longitudinal Data Analysis Subject to Outliers, Measurement Errors, and/or Missing Values July 16–18, 2012 Memorial University, St. John’s, Canada Keynote speakers are Jim Berger (Duke University), Stuart Geman (Brown University), Peter Green (University of Bristol). Invited speakers are: Rainer Dahlhaus (University of Heidelberg), Arnoldo Frigessi (University of Oslo), Reinhard Furrer (University of Zurich), Havard Rue (Norwegian Univ. S&T Trondheim), Reto Knutti (ETH Zurich), Christian P. Robert (Université ParisDauphine). Hans R. Künsch w www.iss-2012-stjohns.ca IMS Rep: Brajendra Sutradhar IMS co-sponsored meeting IMS co-sponsored meeting International Statistics Conference 2011 December 28–30, 2011, Colombo, Sri Lanka International Conference Ars Conjectandi 1713–2013 October 15–16, 2013 Basel, Switzerland w TBC IMS Rep: Peter Hall. Organized by the Applied Statistics Association of Sri Lanka (ASASL). The meeting location is at the water’s edge in the capital city of Sri Lanka. IMS co-sponsored meeting 36th Conference on Stochastic Processes and their Applications July 29 – August 2, 2013 University of Colorado, Boulder, USA w TBC w http://www.statoo.ch/bernoulli13/ 2013 marks the 300th anniversary of the publication of Jacob Bernoulli’s book, Ars Conjectandi, in 1713. A meeting has been organized to celebrate this: the “International Conference Ars Conjectandi 1713–2013” will be held October 15–16, 2013, in Basel, Switzerland. IMS Representatives on the program committee are Hans Künsch and Lutz Dümbgen. 20 . IMS Bulletin Volume 40 . Issue 6 Other meetings around the world PIMS-Mprime Summer School in Probability June 4–29, 2012 University of British Columbia, Vancouver, Canada NEW Contemporary Issues and Applications of Statistics January 2–4, 2012 Kolkata, India NEW w http://www.math.ubc.ca/Links/ssprob12/ w http://www.isical.ac.in/~cias This sixth school will feature two introductory courses, by Gregory Miermont on planar maps and by Omer Angel on interacting particle systems. Additionally, there will be a number of invited lectures and presentations by participants. The visionary Prof. Prasanta Chandra Mahalanobis planted the seed of statistics in India. He realized the importance of developing the subject and founded the Indian Statistical Institute. As one of the pioneers of policy-making after independence, he demonstrated how applications of statistics can help solve problems across a wide range of disciplines. He realized the need for interdisciplinary research where applications of statistics played a pivotal role. This endeavour often opened up many theoretical questions and led to new ideas, results and even new directions for further research. Honouring the vision of this legendary scientist, Indian Statistical Institute is organizing this conference on “Contemporary Issues and Applications of Statistics” (CIAS2012), to bring together statisticians and other scientists engaged in inter-disciplinary research involving applications of statistics from different parts of the world, and provide a platform for them to interact among themselves and to share their thoughts on recent developments in different areas of the subject. The success of the conference will definitely infuse further enthusiasm in statistical activities in India, particularly among young researchers. Contact: Saurabh Bhattacharya e cias@isical.ac.in MCQMC 2012 February 13–17, 2012 Sydney, Australia NEW w http://www.mcqmc2012.unsw.edu.au/ The MCQMC Conference is a biennial meeting devoted to the study of Monte Carlo (MC) and quasi-Monte Carlo (QMC) methods, the relationships between the two classes of methods, and their effective application in different areas. International Conference on Trends and Perspectives in Linear Statistical Inference [LinStat 2012], and the 21st International Workshop on Matrices and Statistics [IWMS 2012] July 16–20, 2012 Będlewo (near Poznań), Poland NEW w http://linstat2012.au.poznan.pl/ LinStat 2012 is the follow-up to the 2008 and 2010 editions held in Będlewo, Poland and in Tomar, Portugal; and IWMS 2012 is the 21st workshop in the sequence. The purpose of the meeting is to bring together researchers sharing an interest in a variety of aspects of statistics and its applications as well as matrix analysis and its applications to statistics, and offer them a possibility to discuss current developments in these subjects. The conference will mainly focus on a number of topics. The topics that have been selected so far include estimation, prediction and testing in linear models, robustness of relevant statistical methods, estimation of variance components appearing in linear models, generalizations to nonlinear models, design and analysis of experiments, including optimality and comparison of linear experiments, and applications of matrix methods in statistics. The work of young scientists is highly appreciated. The list of Invited Speakers is opened by the winners of the Young Scientists Awards of LinStat’2010. The Scientific Committee will award the best presentation and best poster. The awarded will be Invited Speakers at the next edition of LinStat. SAMSI 2012–2013 Research Programs NEW Nonlocal Continuum Models (Summer Program) July 17–20, 2012 Computational Advertising (Summer Program) August 6–17, 2012 Data-Driven Decisions in Healthcare (Year-Long Program) Opening Workshop August 26–29, 2012 Statistical and Computational Methodology for Massive Data Sets (Year-Long Program) Opening Workshop September 9–12, 2012 Opportunities to participate: visiting researchers, postdoctoral fellowships, graduate student fellowships and early career researchers. Please see the advertisement on page 22. For more information and to apply, visit w www.samsi.info September . 2011 IMS Bulletin . 21 Employment Opportunities around the world Australia: Parkville, Victoria United States: Washington DC The University of Melbourne, Dept of Mathematics and Statistics Georgetown University, Department of Biostatistics Lecturer (US equivalent: Assistant Professor) in Biostatistics/Bioinformatics Assistant Professor http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8385648 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8407272 United States: Washington DC Canada: Waterloo, ON U.S. Census Bureau University of Waterloo Associate Director for Demographic Programs Actuarial Science – Tenure-Track http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8415657 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8516540 United States: West Lafayette, IN Canada: Waterloo, ON Purdue University, Department of Statistics University of Waterloo Assistant Professor Biostatistics – Tenure-Track http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8545969 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8516498 United States: Williamstown, MA Canada: Waterloo, ON Williams College University of Waterloo Assistant Professor of Statistics Statistics – Tenure-Track http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8397181 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8516413 United States: Brunswick, ME France: Rennes Bowdoin College, Department of Mathematics ENSAI, National School for Statistics & Information Analysis Statistics Position Research Fellow Biostatistics http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8436857 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8515810 United States: Ann Arbor, MI United States: Los Angeles, CA University of Michigan, Department of Statistics UCLA Department of Mathematics Assistant Professor Faculty Positions 2012-2013 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8341842 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8407075 United States: Columbia, MO United States: Stanford, CA University of Missouri, Department of Statistics Stanford University Assistant Professor Faculty Opening http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8332793 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8516768 United States: Chapel Hill, NC United States: Stanford, CA UNC Department of Biostatistics Stanford University Post-doctoral Fellow Stein Fellow http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8502143 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8432752 United States: Seattle, WA United States: Stanford, CA Fred Hutchinson Cancer Research Center Stanford University Staff Scientist Assistant Professor/Associate Professor http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8415680 http://jobs.imstat.org/c/job.cfm?site_id=1847&jb=8432735 ::: Search our online database of the latest jobs around the world for free at http://jobs.imstat.org ::: 22 . IMS Bulletin Volume 40 . Issue 6 Employment Opportunities around the world Hong Kong: Kowloon United States: Ithaca, New York The Hong Kong University of Science and Technology, Department of Mathematics Faculty Position(s) Cornell University Dept of Mathematics The Department of Mathematics invites applications for tenure-track faculty position(s) at the rank of Assistant Professor in all areas of mathematics. Other things being equal, preference will be given to areas consistent with the Department’s strategic planning. Applicants should have a PhD degree and strong experience in research and teaching. Applicants with exceptionally strong qualifications and experience in research and teaching may be considered for position(s) above the Assistant Professor rank. Starting rank and salary will depend on qualifications and experience. Fringe benefits include medical/dental benefits and annual leave. Housing will be provided where applicable. Initial appointment will be on a three-year contract, renewal subject to mutual agreement. A gratuity will be payable upon successful completion of the contract. Applications received on or before 31 December 2011 will be given full consideration for appointment in 2012. Applications received afterwards will be considered subject to the availability of position(s). Applicants should send their curriculum vitae together with at least three research references and one teaching reference to the Human Resources Office, HKUST, Clear Water Bay, Kowloon, Hong Kong. Applicants for position(s) above the Assistant Professor rank should send curriculum vitae and the names of at least three research referees to the Human Resources Office. More information about the University is available on the University’s homepage at http://www.ust.hk. (Information provided by applicants will be used for recruitment and other employment-related purposes.) The Department of Mathematics at Cornell University invites applications for two H.C. Wang Assistant Professors, non-renewable, 3-year position beginning July 1, 2012. Successful candidates are expected to pursue independent research at Cornell and teach three courses per year. A PhD in mathematics is required. The Department actively encourages applications from women and minority candidates. Applicants must apply electronically at http://www.mathjobs.org. For information about our positions and application instructions, see http://www. math.cornell.edu/Positions/positions.html. Applicants will be automatically considered for all eligible positions. Deadline December 1, 2011. Early applications will be regarded favorably. Cornell University is an Affirmative Action/ Equal Opportunity Employer and Educator. United States: Research Triangle Park, NC Announcing the SAMSI 2012 - 2013 Research Programs Nonlocal Continuum Models (Summer Program) July 17 - 20, 2012 Computational Advertising (Summer Program) August 6 - 17, 2012 Data-Driven Decisions in Healthcare (Year-Long Program) Opening Workshop August 26 - 29, 2012 Statistical and Computational Methodology for Massive Data Sets (Year-Long Program) Opening Workshop September 9 - 12, 2012 Opportunities to Participate: •Visiting Researchers •Postdoctoral Fellowships •Graduate Student Fellowships •Early Career Researchers For more information and to apply, visit www.samsi.info ::: Advertise current job opportunities for only $250 for 60 days ::: See http://jobs.imstat.org for details ::: September . 2011 IMS Bulletin . 23 USA: Atlanta, GA Georgia Tech The School of Mathematics at Georgia Tech is accepting applications for faculty positions at all ranks and in all areas of pure and applied mathematics and statistics. Applications by highly qualified candidates from groups underrepresented in the mathematical sciences are particularly encouraged. See www.math.gatech. edu/resources/ employment for more details and application instructions. United States: Ithaca, New York Cornell University, Department of Mathematics The Department of Mathematics at Cornell University invites applications for two tenure-track Assistant Professor positions, or higher rank, pending administrative approval, starting July 1, 2012. The searches are open to all areas of Mathematics with an emphasis on the areas of probability, number theory, and PDE. The Department actively encourages applications from women and minority candidates. Applicants must apply electronically at http://www.mathjobs.org. For information about our positions and application instructions, see: http://www.math.cornell.edu/Positions/positions.html. Applicants will be automatically considered for all eligible positions. Deadline November 1, 2011. Early applications will be regarded favorably. Cornell University is an Affirmative Action/Equal Opportunity Employer and Educator. ::: Search our online database of the latest jobs around the world for free at http://jobs.imstat.org ::: 24 . IMS Bulletin Volume 40 . Issue 6 International Calendar of Statistical Events IMS meetings are highlighted in maroon with the logo, and new or updated entries have the NEW or UPDATED symbol. t means telephone, f fax, e email and w website. Please submit your meeting details and any corrections to Elyse Gustafson at erg@imstat.org September 2011 September 5–9: Lisbon, Portugal. 17th European Young Statisticians Meeting w http://www.fct.unl.pt/17eysm September 7–8: Statistical Center of Statistics Korea, Daejeon, South Korea. Third International Workshop on Internet Survey Methods w www.kostat.go.kr September 12–16: Mathematical Biosciences Institute, Columbus, Ohio. Workshop on New Questions in Probability Theory Arising in Biological Systems w http://mbi.osu.edu/2011/ws1description.html September 12 – December 16: Institute for Pure and October 23–27: Pucón, Chile. Third Latin American Meeting on Bayesian Statistics (COBAL) and XXXVIII Chilean National Meeting of Statistics (JNE) w http://cobal2011.usach.cl October 24–26: Knoxville, TN, USA. NIMBioS Investigative Workshop: Mathematical Modeling of Intracellular Movements w http://nimbios.org/workshops/WS_intracellular_mv.html October 28–30: Prague, Czech Republic. Analytical Methods in Statistics (AMISTAT) w http://amistat2011.karlin.mff.cuni.cz November 2011 November 7–9: Łódź, Poland. Multivariate Statistical Analysis Applied Mathematics, Los Angeles, USA. Mathematical and Computational Approaches in High-Throughput Genomics Conference w http://www.msa.uni.lodz.pl w www.ipam.ucla.edu/programs/gen2011/ November 25–27: Lahore, Pakistan. 3rd International Conference September 13–16: Jaca, Spain. Statistics, Probability and Operations Research (SPO 2011) w http://metodosestadisticos. on Statistical Sciences w http://www.icss3.co.nr/ unizar.es/~jaca2011 December 2011 September 24: Cambridge, MA. 2011 New England Symposium on Statistics in Sports w http://www.amstat.org/chapters/boston/ December 18–21: Amman, Jordan. 11th Islamic Countries Conference on Statistical Sciences (ICCS-11) w http://www.iccs11. nessis11.html isoss.net/ September 25–28: Ribno, Bled, Slovenia. Applied Statistics 2011 w December 28–30: Colombo, Sri Lanka. International http://conferences.nib.si/AS2011 Statistics Conference 2011. w TBC September 26–27: Birmingham, Alabama. Statistical Analyses for December 28–31: Hong Kong, China. International Conference Next Generation Sequencing w http://www.soph.uab.edu/ssg/ courses/nhgri_r13/ngsstat on Advances in Probability and Statistics Theory and Applications: A celebration of N. Balakrishnan’s 30 years of contributions to statistics. e icaps2011@gmail.com w http://faculty.smu.edu/ngh/ October 2011 icaps2011.html October 3–4: ETH Zurich, Switzerland. Colloquium in honor of Hans Rudolf Künsch on the occasion of his 60th birthday w https://stat.ethz.ch/events/Colloquium_Kuensch October 12–14: Washington DC/ Silver Spring MD. Conference on Risk Assessment and Evaluation of Predictions w http://brac. umd.edu/~Risk2011/Main.htm October 18–20: Harvard Medical School, Cambridge, Mass. 2011 Non-clinical Biostatistics Conference w http://www.hsph.harvard. edu/ncb2011/ January 2012 January 1–6: Hyderabad, India. 22nd Annual Conference of The International Environmetrics Society w www.ties2012.com/ NEW January 2–4: Kolkata, India. Contemporary Issues and Applications of Statistics (CIAS2012) w http://www.isical.ac.in/~cias September . 2011 January 23–27: Centre International de Rencontres Mathématiques (CIRM), Marseille, France. Concentration inequalities and their applications w http://www.cirm.univ-mrs.fr/ February 2012 NEW February 13–17: Sydney, Australia. MCQMC 2012 w http:// www.mcqmc2012.unsw.edu.au/ April 2012 April 1–4: Washington DC, USA. 2012 ENAR/IMS Spring Meetings. w http://www.enar.org/meetings.cfm IMS Bulletin . 25 March 2012 March 14–16: Hong Kong. IAENG International Conference on Data Mining and Applications 2012 w www.iaeng.org/IMECS2012/ ICDMA2012.html March 30–31: Washington DC. Information and Econometrics of Networks w www.american.edu/cas/economics/info-metrics/ workshop/workshop-2012-spring.cfm June 2012 June 3–6: Guelph, Ontario, Canada. SSC Annual Meeting w TBC NEW April 18–20: Poznań, Poland. International Congress of Polish Statistics to celebrate the 100th anniversary of the Polish Statistical Association w http://www.stat.gov.pl/pts/ June 4–29: University of British Columbia, Vancouver, Canada. PIMS-Mprime Summer School in Probability w http:// www.math.ubc.ca/Links/ssprob12/ June 18–22: MIT, Cambridge, MA, USA. The 2012 Stochastic Networks Conference w http://stoch-nets-2012.lids.mit.edu/ Meeting organizer’s to do list June 23–26: Boston, MA, USA. ICSA 2012 Applied Statistics Symposium. w TBC June 25–29: Kyoto, Japan. 2012 ISBA World Meeting w http://www2.e.u-tokyo.ac.jp/~isba2012/ July 2012 July 1–4: Tsukuba, Japan. IMS Asia Pacific Rim Meetings. w http://www.ims-aprm2012.org/ (meeting postponed from July 2011 due to the earthquake) July 3–6: University of Oslo, Norway. Third biennial International Statistical Ecology Conference w http://www.cees.uio.no/news/2010/isec2012.html July 9–14: Istanbul, Turkey. IMS Annual Meeting 2012 in conjunction with 8th World Congress in Probability and Statistics. w http://www.worldcong2012.org/ Continues on page 26 26 . IMS Bulletin Volume 40 . Issue 6 International Calendar continued July 2012 continued July 16–18: Memorial University, St. John’s, Canada. Inter- national Symposium in Statistics (ISS) on Longitudinal Data Analysis Subject to Outliers, Measurement Errors, and/or Missing Values w www.iss-2012-stjohns.ca NEW August 3–8: Montréal, Canada. IMS Annual Meeting at JSM2013. w http://amstat.org/meetings/jsm/ August 24–31: Hong Kong. International Statistical Institute: 59th ISI World Statistics Congress w www.isi2013.hk July 16–20: Będlewo (near Poznań), Poland. International Conference on Trends and Perspectives in Linear Statistical Inference [LinStat 2012], and 21st International Workshop on Matrices and Statistics [IWMS 2012] w http://linstat2012.au.poznan.pl/ NEW August 2013 July 17–20: SAMSI, NC, USA. Nonlocal Continuum Mod- els [SAMSI Research Program] w www.samsi.info July 28 – August 2: San Diego, California. JSM2012. w http://amstat.org/meetings/jsm/2012/index.cfm October 2013 October 15–16: Basel, Switzerland. International Conference Ars Conjectandi 1713–2013 w http://www.statoo.ch/bernoulli13/ March 2014 March 16–19: Baltimore, Maryland. 2014 ENAR/IMS Spring Meeting. w http://www.enar.org/meetings.cfm August 2012 NEW August 6–17: SAMSI, NC, USA. Computational Advertis- ing [SAMSI Research Program] w www.samsi.info August 26–29: SAMSI, NC, USA. Data-Driven Decisions in Healthcare [SAMSI Research Program] Opening Workshop w July 2014 July 7–11: Sydney, Australia. 2014 IMS Annual Meeting. w TBC NEW www.samsi.info August 2014 August 2–7: Boston, MA. JSM2014 and ASA’s 175th September 2012 September 9–12: SAMSI, NC, USA. Statistical and Computational Methodology for Massive Data Sets [SAMSI Research Program] Opening Workshop w www.samsi.info NEW Anniversary. w TBC August 2015 August 8–13: Seattle, WA. JSM2015. w TBC March 2013 March 10–13: Orlando, Florida. 2013 ENAR/IMS Spring Meeting. w http://www.enar.org/meetings.cfm July 2013 July 29 – August 2: University of Colorado, Boulder, USA. 36th Conference on Stochastic Processes and their Applications w TBC Are we missing something? If you know of any statistics or probability meetings which aren’t listed here, please let us know. Email the details to Elyse Gustafson at erg@imstat. org. We’ll list them here in the Bulletin, and online too, at www.imstat.org/meetings September . 2011 Membership and Subscription Information Journals The scientific journals of the Institute of Mathematical Statistics are The Annals of Statistics, The Annals of Probability, The Annals of Applied Statistics, The Annals of Applied Probability, and Statistical Science. The IMS Bulletin is the news organ of the Institute. Individual and Organizational Memberships Each individual member receives the IMS Bulletin (print and/or electronic) and may elect to receive one or more of the five scientific journals. Members pay annual dues of $103. An additional $53 is added to the dues of members for each scientific journal selected. Reduced membership dues are available to full-time students, new graduates, permanent residents of countries designated by the IMS Council, and retired members. Organizational memberships are available to departments, corporations, government agencies and other similar research institutions at $155 per year. Individual and General Subscriptions Subscriptions are available on a calendar-year basis. Individual subscriptions are for the personal use of the subscriber and must be in the name of, paid directly by, and mailed to an individual. Individual subscriptions for 2011 are available to The Annals of Applied Probability ($166), The Annals of Applied Statistics ($166), The Annals of Probability ($166), The Annals of Statistics ($166), Statistical Science ($146), and IMS Bulletin ($113). General subscriptions are for libraries, institutions, and any multiple-readership use. General subscriptions for 2011 are available to The Annals of Applied Probability ($360), The Annals of Applied Statistics ($320), The Annals of Probability ($360), The Annals of Statistics ($390), Statistical Science ($210), and IMS Bulletin ($95). Airmail rates for delivery outside North America are $109 per title. IMS Bulletin The IMS Bulletin publishes articles and news of interest to IMS members and to statisticians and probabilists in general, as well as details of IMS meetings and an international calendar of statistical events. Views and opinions in editorials and articles are not to be understood as official expressions of the Institute’s policy unless so stated; publication does not necessarily imply endorsement in any way of the opinions expressed therein, and the IMS Bulletin and its publisher do not accept any responsibility for them. The IMS Bulletin is copyrighted and authors of individual articles may be asked to sign a copyright transfer to the IMS before publication. The IMS Bulletin (ISSN 1544-1881) is published eight times per year in January/February, March, April/May, June/July, August, September, October/November and December, by the Institute of Mathematical Statistics, 3163 Somerset Dr, Cleveland, Ohio 44122, USA. Periodicals postage paid at Cleveland, Ohio, and at additional mailing offices. Postmaster: Send address changes to Institute of Mathematical Statistics, 9650 Rockville Pike, Suite L3503A, Bethesda, MD 208143998. Copyright © 2011 by the Institute of Mathematical Statistics. 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Issue 6 purpose of the Institute is to foster the development and dissemination of the theory and applications of statistics and probability The IMS: Organized September 12, 1935 ISSN (0091-1798) Journal alerts For alerts and special information on all the IMS journals, sign up at the IMS Lists site http://lists.imstat.org p Please see inside the back cover for subscription details and information for advertisers, including all our deadlines and requirements PROBABILITY ao September 15, then November 1 of / 11 rg 20 .o ly lid Ju uc P cte AO oje pr submissions THE ANNALS :// DEADLINES for tp ht Read it online at the new website: bulletin.imstat.org AN OFFICIAL JOURNAL OF THE I NSTITUTE OF M ATHEMATICAL S TATISTICS Articles The TASEP speed process . . . . . . G IDEON A MIR , O MER A NGEL AND B ENEDEK VALKÓ Loop-erased random walk and Poisson kernel on planar graphs A RIEL YADIN AND A MIR Y EHUDAYOFF On monochromatic arm exponents for 2D critical percolation V INCENT B EFFARA AND P IERRE N OLIN Some stochastic process without birth, linked to the mean curvature flow KOLÉHÈ A. C OULIBALY-PASQUIER Markov processes on time-like graphs . . . . . . . . K RZYSZTOF B URDZY AND S OUMIK PAL Reconstruction for the Potts model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A LLAN S LY Lack of strong completeness for stochastic flows X UE -M EI L I AND M ICHAEL S CHEUTZOW Backward stochastic dynamics on a filtered probability space G ECHUN L IANG , T ERRY LYONS AND Z HONGMIN Q IAN Harnack inequality for SDE with multiplicative noise and extension to Neumann semigroup on nonconvex manifolds . . . . . . . . . . . . . . . . . . . . . . . . . . . . . F ENG -Y U WANG The regularizing effects of resetting in a particle system for the Burgers equation G AUTAM I YER AND A LEXEI N OVIKOV A probabilistic approach to Dirichlet problems of semilinear elliptic PDEs with singular coefficients . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T USHENG Z HANG Concentration of the information in data with log-concave distributions S ERGEY B OBKOV AND M OKSHAY M ADIMAN Spectrum of large random reversible Markov chains: Heavy-tailed weights on the complete graph . . . C HARLES B ORDENAVE , P IETRO C APUTO AND D JALIL C HAFAÏ Approximating the moments of marginals of high-dimensional distributions ROMAN V ERSHYNIN Convergence of joint moments for independent random patterned matrices A RUP B OSE , R AJAT S UBHRA H AZRA AND KOUSHIK S AHA Vol. 39, No. 4—July 2011 1205 1243 1286 1305 1332 1365 1407 1422 1449 1468 1502 1528 1544 1591 1607