University Professor Emeritus, Computational and Data Sciences
George Mason University
Fairfax, VA USA 22030-4444
Email: jgentle@gmu.edu
URL:
mason.gmu.edu/~jgentle
Education:
Ph.D., Statistics, 1974, Texas A&M University; thesis advisor: H. O. Hartley
M.C.S., Computer Science, 1973, Texas A&M University
B.S., Mathematics, 1966, University of North Carolina
Experience and Activities:
Regular appointments:
- 1992--2016 University Professor of Computational Statistics,
George Mason University, Fairfax, Virginia.
- 1979--1992 Director of Research and Design, IMSL, Inc., Houston, Texas.
- 1974--1979 Assistant Professor, then (1978) Associate Professor
(with tenure),
Department of Statistics, Iowa State
University, Ames, Iowa.
Visiting or temporary appointments:
- 2018 Lecturer, Georgia Institute of Technology, Shenzhen, China.
- 2015 Visiting Professor, Harbin Institute of Technology Shenzhen Graduate
School, Shenzhen, China.
- 2004--05 Research Fellow, National Agricultural Statistics Service
(USDA), Fairfax, Virginia.
- 1996--98 Program Director, Statistics (MPS/DMS), National Science
Foundation, Arlington, Virginia.
- 1993--94 Senior Research Fellow, Bureau of Labor
Statistics (USDoL), Washington, DC.
- 1989--92 Adjunct Professor of Biometry, University of Texas Health
Science Center, Houston, Texas.
- 1987--92 Adjunct Professor, Department of Statistics, Rice
University, Houston, Texas.
- 1986, 1989 UNDP Expert (Consultant), United Nations FAO, Duty
Station: New Delhi, India.
- 1985 Visiting Professor, Department of Mathematics,
University of Texas at Arlington, Arlington, Texas.
- 1980--87 Adjunct Associate Professor,
Department of Mathematical Sciences, Rice
University, Houston, Texas.
- 1979 Visiting Professor, Mathematical Sciences,
University of Texas at Dallas, Richardson, Texas.
- 1973--74 Lecturer, Department of Statistics, Texas A&M
University, College Station, Texas.
- 1971--73 Research Assistant, Department of Statistics, Texas A&M
University, College Station, Texas.
- 1969--71 Instructor, Department of Mathematics, Stephen F. Austin
State University, Nacogdoches, Texas.
- 1966--69 High School Teacher, Cottonport, Louisiana.
- 1964--66 Gap years: factory worker, North Carolina; ranch hand, Oklahoma;
high school science teacher, Mississippi.
Editorships:
Previous editorial activities:
- Associate Editor, ACM Transactions on Mathematical
Software, 1994--97.
- Associate Editor, Journal of Computational and Graphical Statistics,
1992--96.
- Associate Editor, The American Statistician, 1989--90.
- Member of Advisory Editorial Board of Computational
Statistics Quarterly, 1985--90.
- Member of Editorial Board of Computational Statistics
and Data Analysis, 1983--90.
- Editor, Current Index to Statistics, 1981--84.
- Area Editor, Modeling (published by Technical
Committee on Simulation, IEEE), 1980--81.
- Reviewer for Mathematical Reviews of AMS, 1977--94.
- Co-editor, Algorithms Section, Communications in
Statistics, 1977--94.
- Member of Editorial Board of the Mathematical Tables
Publication Project of the Institute of Mathematical
Statistics, 1976--86.
Professional and learned societies:
- Fellow of the American Association for the Advancement of Science (AAAS).
- Fellow of the American Statistical Association (ASA).
- Elected Member of
the International Statistical Institute (ISI).
- Fellow of
the Royal Statistical Society.
- Served on Boards of Directors of ASA, of the Interface Foundation,
and of the American Federation of Information Processing Societies.
- Held several national offices in ASA.
- Invited speaker at many conferences.
- Lecturer in Visiting Lecturer Program of ASA and affiliated
statistical societies (1982-90).
Selected publications, by decade:
- 1975 (with H.O. Hartley)
Data monitoring criteria for linear models,
in A Survey of Statistical Design and Linear
Models (edited by J.N. Srivastava), North
Holland Publishing, Amsterdam, 197--207.
- 1981 (with P.P. Talwar) Detecting a scale shift in a random sequence at an unknown
time point, Applied Statistics 30,
301--304.
- 1990 Computer implementation of random number generators, Journal
of Computational and Applied Mathematics 31, 119--125.
- 2009 (with L. AlSumait, D. Barbara, and C. Domeniconi)
Topic significance ranking of LDA generative models,
European Conference on Machine Learning and Principles of
Knowledge Discovery in Databases, 67--82.
- 2016 (with B.S. Lee, R.S. McIntyre, N.S. Park,
D.A. Chiriboga, Y.Lee, and M.A. McPherson)
A data mining algorithm for personalized medicine in schizophrenia,
International Journal of Neuropsychopharmacology 19, 246--246.
Books:
- 1980 (with W.J. Kennedy)
Statistical Computing, Marcel
Dekker (Routledge), ISBN: 978-0824768980, 591 pages.
- 1998
Numerical Linear Algebra for Applications in Statistics,
Springer, ISBN: 978-1-4612-0623-1, 221 pages.
- 2002
Elements of Computational Statistics,
Springer, ISBN: 978-0387954899, 420 pages.
- 2003
Random Number Generation and Monte Carlo Methods,
Second Edition, Springer, ISBN: 978-0387216102, 380 pages.
- 2009
Computational Statistics,
Springer, ISBN: 978-0387981444, 727 pages.
- 2021
Statistical Analysis of Financial Data with Examples in R,
CRC Press, ISBN: 978-1032173467, 666 pages.
- 2024
Matrix Algebra: Theory, Computations, and Applications in Statistics,
Third Edition, Springer, ISBN: 978-3031421433, 725 pages.