RAY D. NELSON Marriott School, Brigham Young University ray_nelson@byu.edu 801-422-6126 PROFESSIONAL EXPERIENCE Associate Professor Romney Institute of Public Management, Marriott School at Brigham Young University, 1985Present Assistant Professor and Economist Department of Agricultural Economics and Giannini Foundation, University of California, Davis, 1981-1985 Board of Directors Bonneville Bank, Provo, Utah, 1995-2012 Member Council of Economic Advisors, State of Utah, 1999-2004 Tax Policy Advisor Governor Olene Walker, 2003-2004 Consultant Utah Legislature Fiscal Analyst and BJO Capital Management, 1992-2003 Utah Office of Legislative Research and General Counsel, 2005-Present AWARDS Marriott School Service Award, 2008 Excellence in Public Service Award, Utah Taxpayers Association, 2007 Merrill J Bateman Student Choice Award, 2005 Business Management Outstanding Teacher, 2005 MBA Finance Faculty of Excellence, 2000-2001 MBA Teaching Excellence Awards, Classes of 1995, 1996, 1997 William C. Brown BYU Teaching Award, 1993 Exxon Outstanding Teaching Award, Marriott School of Management 1991 EDUCATION Ph.D. M.S. M.A. B.A. Agricultural and Resource Economics University of California, Berkeley, 1981 Agricultural and Resource Economics University of California, Berkeley, 1978 Applied Statistics University of California, Berkeley, 1978 Economics (Summa Cum Laude) Brigham Young University, 1975 REFEREED PUBLICATIONS “The Effect of Local Option Sales Taxes on Local Sales.” Public Finance Review. 38(November 2010): 659-681. Co-authored with Gary Cornia, Scott Grimshaw, and Larry Walters. “Evidence on Forecasting Time Series with Support-Vector Machines.” Journal of Operational Research Society. 57(September 2006): 1053-1063. Co-authored with James V. Hansen and James B. McDonald. “Fiscal Planning, Budgeting, and Rebudgeting Using Revenue Semaphores”. Public Administration Review. 64/2 (March-April 2004): 164-179. Co-authored with Gary Cornia and Andrea Wilko. “Time-Series Analysis with Neural Networks and ARIMA-Neural Network Hybrids.” Journal of Experimental and Theoretical Artificial Intelligence. 15/3(July-September 2003): 315-330. Coauthored with James V. Hansen. “Forecasting and Recombining Time Series Components by Using Neural Networks.” Journal of Operational Research Society. 54(March 2003): 307-317. Co-authored with James V. Hansen. “Data Mining of Time Series Using Stacked Generalizers.” Neurocomputing. 43/1-4(January 2002): 173-184. Co-authored with James V. Hansen. “Time Series Prediction with Genetic-Algorithm Designed Neural Networks: An Empirical Comparison with Modern Statistical Models.” Computational Intelligence. 15(August 1999): 171-184. Co-authored with James V. Hansen and James B. McDonald. “Improvements in the Power of Empirical Stochastic Dominance Comparisons Through Kernel Density Estimation: A Monte Carlo Study”. Journal of Statistical Computation and Simulation. 60 (December 1998): 295-317. Co-authored with Rulon D. Pope. “Forecasting Financial Time Series Using Stacked Generalization.” Journal of Computational Intelligence in Finance. 6(July/August 1998): 14-24. Co-authored with James V. Hansen. “Violin Plots: A Box Plot-Density Trace Synergism”. The American Statistician. 52(May 1998): 181184. Co-authored with Jerry Hintze. “Neural Networks and Traditional Time Series Methods: A Synergistic Combination in State Forecasts.” IEEE Transactions on Neural Networks. 8(July 1997): 863-873. Co- authored with James V. Hansen. “Monitoring Single Source Revenue Funds Throughout the Budget Year.” Public Budgeting & Finance. 17(Summer 1997): 37-56. Co-authored with Gary C. Cornia. “Beta Estimation in the Market Model: Skewness and Leptokurtosis.” Communications in Statistics: Theory and Methods. 22(October 1993): 2843-2862. Co-authored with James B. McDonald. “Bootstrapped Insights into Empirical Applications of Stochastic Dominance.” Management Science. 37(September 1991): 1182-1194. Co-authored with Rulon D. Pope. “Robust Regression with Partially Adaptive Estimation of Regression Models.” Review of Economics and Statistics. 62(May 1990): 321-327. Co-authored with Richard J. Butler, James B. McDonald, and Steven White. “Alternative Beta Estimation for the Market Model Using Partially Adaptive Techniques.” Communications in Statistics: Theory and Methods. 18(November 1989): 4039-4058. Coauthored with James B. McDonald. “Forward and Futures Markets and the Competitive Firm Under Price Uncertainty.” Southern Economic Journal. 55(July 1988): 182-195. Co-authored with Frances Antonovitz. “The Interyear Effect of Routine Marketing on Farm Income and Utility.” North Central Journal of Agricultural Economics. 8(July 1986): 258-268. Co-authored with Robert A. Collins. “A Measure of Hedging's Performance.” The Journal of Futures Markets. 5(Spring 1985): 45-55. Co-authored with Robert A. Collins. “Forward and Futures Contracts as Commodity Marketing Instruments.” American Journal of Agricultural Economics. 67(February 1985): 15-23. BOOKS AND CHAPTERS IN BOOKS “Tax Portfolios: An Integrated Methodology for Forecasting and Analysis”. Government Budget Forecasting: Theory and Practice. Jinping Sun and Thomas D. Lynch, eds. Taylor and Francis, 2008, pages 501-523. “Communicating Forecast Uncertainty Using Revenue Semaphores”. Advances in Business and Management Forecasting, Volume 3. Kenneth D. Lawrence, Michael Geurts and John B. Guerard, eds. JAI Press Inc., Greenwich, Connecticut, 2002, pages 177- 195. Co-authored with Gary Cornia and Andrea Wilko. “Forecasting and Monitoring State Tax Revenues Throughout the Budget Cycle”. Advances in Business and Management Forecasting, Volume 2. Kenneth D. Lawrence, Michael Geurts and John B. Guerard, eds. JAI Press Inc., Greenwich, Connecticut, 1998, pages 171-191. Coauthored with Gary Cornia and Douglas MacDonald. “Understanding Our American Economy”. Center for Economic Education. Brigham Young University. 1974. 232 pages. Co-authored with Glen T. Nelson. OTHER PUBLICATIONS “Georgia’s Tax Portfolio: Present and Future”. State Tax Notes. 66(November 19, 2012): 557-573. “State Tax Revenue Growth and Volatility.” Federal Reserve Bank of St. Louis Regional Economic Development. 6(2010): 23 – 58. “Stress Testing State Budgets under Alternative Business Cycle Scenarios”. State Tax Notes. 56(May 3, 2010): 363-372. “Insights and Caveats From Recent Tax Reform in Utah”. State Tax Notes, 47(March 24, 2008): 921-933. Coauthored with Olene Walker, Gary Cornia, Pam Hendrickson, Bruce Johnson, Leo Memmott, Gayle McKeachnie, Val Oveson, Keith Prescott, and Lynn Ward “State Revenue Adequacy and Optimal State Portfolios of Sales Tax Components”. Proceedings of the Annual Meetings of the National Tax Association, Columbus, Ohio, November 2007. “Causes of State Income Tax Revenue Volatility”. State Tax Notes. 43(March 5, 2007): 601-614. “State Income Tax Revenue Volatility: Causes and Effects”. Proceedings of the Annual Meetings of the National Tax Association, Boston, November 2006. 303-312. “Determining the Optimal Size of Rainy Day Funds Using Value at Risk.” Proceedings of the Annual Meetings of the National Tax Association, Minneapolis, November 2004, 80-87. Co-authored with Gary Cornia. “Rainy Day Funds and Value at Risk.” State Tax Notes. 29(August 25, 2003): 563-567. Co-authored with Gary Cornia. Reprinted in State Tax Notes, Special Supplement. 30(November 3, 2003): 417-421. “Financial Health Standards for Health Maintenance Organizations.” Managed Care Interface. 15/2(February 2002): 56-62. Co-authored with Robert J. Parsons, Gary Gustafson, Bruce P. Murray, and Richard B. Dwore. “Risk Analysis Using @RISK® and Crystal Ball®: A Review”. The Oracle of IIF, International Institute of Forecasters Newsletter, December 2000, pages 8-11. Co-authored with Len Tashman. “The Effect of Asymmetrical and Leptokurtic Stock Market Returns on Security Market Portfolios”. Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Chicago, August 1996, pages 272-277. “The Performance of Wall Street Journal Macroeconomic Forecasters”. Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Orlando, August 1995, pages 234-239. Co-authored with Beth Haynes. “Intrayear Monitoring of State Tax Revenue Forecasts”. Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Toronto, August 1994, pages 339-344. Co-authored with Gary C. Cornia. “Alternative Representations of Risk in Futures Markets: An Illustration from the Gold Market”. Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. San Francisco, August 1993, pages 254-259. “Applications of Stochastic Dominance Using Bootstrapping, Kernels, and Truncation.” Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Boston, August 1992, pages 88-93. “Density Estimation and Empirical Applications of Stochastic Dominance.” Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Atlanta, August 1991, pages 271-276. Co-authored with Rulon D. Pope. “Imprecise Tail Estimation and the Empirical Failure of Stochastic Dominance.” Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. Anaheim, August 1990, pages 374-379. Co-authored with Rulon D. Pope. “Partially Adaptive Beta Estimation for the Market Model.” Proceedings of the Annual Meetings of the American Statistical Association, Business and Economics Section. New Orleans, August 1988. Co-authored with James B. McDonald. “Exploring the Shape of Probability Densities for Chicago Board of Trade September Wheat Futures Price Changes.” Center for the Study of Futures Markets Working Paper Series. Columbia Business School, 1988, 32 pages. “Forward and Futures Markets and the Competitive Firm Under Price Uncertainty.” Proceedings of a Conference on Economic Analysis of Risk Management Strategies for Agricultural Production Firms, San Antonio, March 1987, pages 83-105. Co-authored with Frances Antonovitz. “Systematic Risk and Volatility in Commodity Markets.” Proceedings of Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management, Chicago, May 1985, pages 125-148. “Hedging, Speculating, and Spreading in Spot, Forward, and Futures Markets.” Proceedings of Conference on Applied Commodity Price Analysis and Forecasting, St. Louis, April 1984, pages 40-63. Co-authored with Daniel Aguiar and Tim Park. “Measures of Diversity: A Comparison.” Proceedings of Conference on Economic Analysis of Risk Management Strategies for Agricultural Production Firms, New Orleans, March 1984, pages 112-131. OTHER SCHOLARLY PAPERS PRESENTED “Lessons and Insights from Reforming Utah’s Individual Income Tax”. Conference on Reforming State and Local Tax Systems. Tulane University’s Murphy Institute and Department of Economics, New Orleans, Louisiana. October 2015. “Tax Revenue Synchronization with the Business Cycle: When Will State Tax Revenues Recover from the Great Recession?”. Federation of Tax Administrators Revenue Estimation and Tax Research Conference, Sun Valley, Idaho, 2010. “State Tax Revenue Growth and Volatility”. Conference on State and Local Government Amid Economic Turbulence. Federal Reserve Bank of St. Louis and Weidenbaum Center on the Economy, Government, and Public Policy. April 2010. “Stress Testing State Budgets under Alternative Business Cycle Scenarios”. Annual Meetings of the National Tax Association, Denver, Colorado, November 2009. “Mining Tax Policy Insights from Personal Income Tax Return Databases: Procedures, Insights, and Caveats.” Annual Meetings of the National Tax Association. Miami, Florida. November 2005. “Financial Engineering for Stable State Education Funding.” American Education Financial Association Annual Meeting. Louisville, Kentucky. March 2005. “Fiscal Planning, Budgeting, and Rebudgeting Using Revenue Semaphores.” National Association of State Budget Officers Annual Meetings. Salt Lake City, Utah, August 2003. “Rainy Day Funds and Value at Risk.” State Fiscal Crises, Causes, Consequences, and Solutions. The Urban Institute, Washington, D.C. April 2003. “The Information Content and Quality of Wall Street Journal GDP Forecasts.” 21th Annual Symposium on Forecasting. International Institute of Forecasters. Callaway Gardens, Georgia, June 2001. “The Characterization and Communication of Tax Revenue Forecast Uncertainty.” 20th Annual Symposium on Forecasting. International Institute of Forecasters. Lisbon, Portugal, June 2000. “Probabilistic Tax Revenue Estimates and the State Budgeting Process.” 17th Annual Symposium on Forecasting. International Institute of Forecasters. Barbados, West Indies, June 1997. “Cumulative Density Function Estimators and the Empirical Failure of Stochastic Dominance.” Annual meetings of the Western Economics Association, San Diego, July 1990. “A Comparison of Forward and Futures Contracts as Hedging Instruments in Foreign Currency Markets.” Annual meetings of the Western Economics Association. Lake Tahoe, June 1989. “The Shape of Probability Densities for Futures Price Changes.” Annual meetings of the Western Economics Association, Los Angeles, July 1988. CURRENT WORKING PAPERS “State Income Tax Revenue Volatility: Causes and Effects” “State Revenue Adequacy and Optimal State Portfolios of Sales Tax Components” “Mining Tax Policy Insights from Personal Income Tax Return Databases: The Case of Utah State Personal Income Tax Reform” with Gary C. Cornia “Lessons and Insights from Reforming Utah’s Individual Income Tax” “Optimal Design of State Personal Income Tax Rates and Credits” RESEARCH AREAS Public Finance and Tax Policy Economic Forecasting and Government Budgeting Applications of Quantitative and Statistical Analysis to Budgeting Decisions TEACHING AREAS Financial Toolkit Analytics Government Finance Fiscal and Monetary Policy Forecasting and Budgeting REFERENCES Merrill J. Bateman. Emertius General Authority, Church of Jesus Christ of Latterday Saints Douglas Christensen. Former President, Bonneville Bank. Gary C. Cornia. Former Dean, Marriott School of Management, Brigham Young University James V. Hansen. Emeritus Professor, Brigham Young University R. Bruce Johnson. Former Chair of Utah State Tax Commission M. Keith Prescott. Wisan, Smith, Racker, & Prescott, LLP PERSONAL Romney Institute of Public Management 836 East 2680 North Marriott School of Management Provo, Utah 84604 769 TNRB 801-319-4151 Brigham Young University Provo, Utah 84602 801-422-6126 (Office) ray_nelson@byu.edu Age: 64 Spouse: Pamela G. Nelson Children: Jennifer, Rebecca, Angela and Jonathan 02/2016