Dear Dr. Roger Lautzenheiser: I wish that my article entitled, "Mathematical methods for modelling price fluctuations of financial time series" be considered for publication in the Fall 2002 edition of your journal. This work was done in the Summer 2001 REU program at Indiana University Mathematics Department. At that time (and currently), I was an undergraduate at Princeton University. Currently, I am a rising senior (in the fall 2002) at Princeton University. I am mainly interested in working on problems in applied mathematics. During the latter parts of my high school and initial parts of my undergraduate years, I worked on a problem in mathematical biology. I worked on studying the information content calculations for different types of DNA based sequences across all three domains of life. I have published a paper on this work in Physica D: Nonlinear Phenomenon Journal (http://www.elsevier.nl/PII/S0167278900001536). Currently, I am at Cornell University for an NSF REU in Dynamical Systems. I am working with Professor Guckenheimer in the mathematics department here at Cornell. We are studying the forced van der Pol equation as a starting point to explore dynamical systems with multiple time scales. I am studying the possibility of the existence of a horseshoe map when one performs a certain mapping in the full system 3-D system for the forced van der Pol equation. I intend to go to graduate school in applied mathematics. I plan to pursue a Ph.D. in a problem in financial mathematics. I believe that there are a lot of possibilities of using methods in classical physics and mathematics to attack challenging problems in quantitative finance. I hope that I will be given an opportunity to work on this. Professor Joseph Stampfli of Indiana University Mathematics Department who will be acting as the mathematician for my reference. I believe that he has already sent in his letter for this paper. You will find attached a gzipped tar file which has the original LaTeX file (financepaper.tex), along with accompanying figures (*.eps files) and a pdf, ps and dvi version of the paper. I hope that this paper will be accepted for publication in your Fall 2002 issue. Please let me know by email if there is anything else that you will be needing. Sincerely yours, Sabyasachi Guharay 1) Saby was part of the Indiana Univ REU project i summer 2001. I was his advisor on a project that looked at Math and Finance. 2) Saby is bright ,curious and hard working.The paper reflects all these traits. It makes some significant progess on a difficult problem and I believe a wide audience will find it interesting and provocative.It is well written. 3) Saby did the work as an undergraduate. 4) Joseph Stampfli -Indiana Univ and Yeshiva Univ. Sincerely - Joseph Stampfli