Randall Eubank
Emeritus Professor, School of Mathematical and Statistical Sciences Emeriti
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PS A739 TEMPE, AZ 85287-1804
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Long Bio
Professor, School of Mathematical and Statistical Sciences, College of Liberal Arts and Sciences
Research Interests
Statistics, Abstract inference
Bio
Links
Publications
- H. Shin and R.Eubank. Unit canonical correlations and high--dimensional discriminant analysis. Journal of Statistical Computation and Simulation (2011).
- R. Eubank and A. Kupresanin. Statistical Computing in C++ and R. (2011).
- A. Kupresanin, H. Shin, R. Eubank and D. King. An RKHS framework for functional data analysis. Journal of Statistical Planning and Inference (2010).
- A. Majumdar and R. Eubank. Bayesian semiparametric sales projections for the Texas lottery. Journal of Data Science (2009).
- P. Eggermont, R. Eubank and V. LaRiccia. Convergence rates for smoothing spline estimation in varying coefficient models. Journal of Statistical Planning and Inference (2009).
- R. Eubank. Comment on "Parametrics versus Nonparametrics: Two Alternative Methodologies.'' by E. Lehmann. (2009).
- Randall Eubank, Chin-Shang Li. A diagnostic test for parallelism. International Journal of Statistical Science (2008).
- Randall Eubank, Tailen Hsing. Canonical correlation for stochastic processes. Stochastic processes and their applications (2008).
- J Cupidon, Randall Eubank, D Gilliam, F Ruymgaart. Some properties of canonical correlations and variates in infinite dimesnions. J. Mult. Anal (2007).
- M Kong, Randall Eubank. Monotone Smoothing with Application to Dose-Response Curves. Commun. Statist. Simul. Comput. 3 (2007).
- Randall Eubank, J. Cupidon, D. Gilliam, F. Ruymgaart. The delta method for analytic for analytic functions of random operators with applications to functional data. Bernoulli (2007).
- Randall Eubank, C Li, S Wang. Testing lack-of-fit of parametric regression models using nonparametric regression techniques. Statistica Sinica (2005).
- C Huang, Y Munoz, N Wang, S Wang, B Buchanan, Randall Eubank. Smoothing spline estimation in varying coefficient models. J. Roy. Statist. Soc. B (2004).
- Randall Eubank. A simple smoothing spline, III. Comp. Statist (2004).
- Randall Eubank. Regularization parameter selection and inference for statistical inverse problems. Pakistan J. Statist.-Special Volume in Honor of Mir Masoom Ali (2004).
- Randall Eubank, S Wang, C Huang. Adaptive Order Selection for Spline Smoothing. J. Comp. Graph. Statist (2003).
- Randall Eubank. The Cholesky decomposition for state space models. Journal of Statistical Studies: Special Volume in Honour of Professor Mir Masoom Ali's 65th Birthday (2002).
- Eubank, Randall (Author) . Smoothing and Regression: Approaches, Computation and Application. Spline Regression (2000).
Research Activity
- Mittelmann,Renate M*, Berger,Roger L, Borror,Connie Margaret, Chen,Shu-Chuan, Chen,Shu-Chuan, Eubank,Randall, Lohr,Sharon Lynn, Majumdar,Anandamayee, Montgomery,Douglas C, Reiser,Mark R, Reiser,Mark R, Runger,George, Stanzione Jr,Daniel Charles, Yang,Yan, Young,Dennis L. An Interdepartmental Computing Environment for Statistical Research. NSF-MPS-DMS(9/1/2007 - 8/31/2008).
- Gelb,Anne*, Cochran,Douglas, Eubank,Randall, Renaut,Rosemary Anne, Roudenko,Svetlana. FRG: Collaborative Research: Integrated Mathematical Methods in Medical imaging. NSF-MPS-DMS(8/15/2007 - 7/31/2012).
- Eubank,Randall*. Dimension Reduction for Stochastic Processes. NSF-MPS(9/1/2005 - 6/30/2009).
Presentations
- R. Eubank. Random number generation: a lecture in honor of Professor Dennis Young. Meeting of the Arizona Chapter of AS (Apr 2010).
- A. Kupresanin, H. Shin, R. Eubank and D. King. An RKHS framework for functional data analysis. 2009 Joint Statistical Meetings,Washington D.C (Aug 2009).
- R. Eubank, A. Kupresanin and T. Hsing. Canonical Correlation and Prediction for Stochastic Processes. Department of Statistics, University of California-Davis (Oct 2008).
- Eubank, Randall. Functional Data Analysis. BYU Department of Statistics Summer Institute (Jun 2007).
- Eubank, Randall. Applications of Reproducing kernel Hilbert spaces in Statistics. 2005 Joint Statistical Meetings, Minneapolis (Aug 2005).
- Eubank, Randall, Hsing, T, Shin, H. Discriminant Analysis and analysis of variance for Stochastic Processes. NSF Focused Research Group Conference on Non-parametric Models for Complex Biological Data, UC Davis (Aug 2005).
- Eubank, Randall, Hsing, T, Shin, H. An RKHS framework for analysis of variance and discrimination. 55th Session of the International Statistical Institute, Sydney (Apr 2005).
- Eubank, Randall. Prediction using functional regression analysis. Department of Statistics (Dec 2004).
- Eubank, Randall. Reproducing kernel Hilbert spaces and functional data analysis. Sixth ICSA International Conference (Jul 2004).
- Eubank, Randall. Prediction using functional regression analysis. Department of Food and Resource Economics (Apr 2004).
- Eubank, Randall. Data analysis using spline smoothing methods. August JSM (Aug 2003).
- Eubank, Randall. Adaptive order selection for spline smoothing. Best of the Journal of Computational and Graphical Statistics at the 35th Symposium on the Interface (Mar 2003).
- Eubank, Randall. Inference for Functional Regression Models. 2003 IMS Winter Workshop on Functional Data Analysis (Feb 2003).
- Eubank, Randall. Prediction using functional regression analysis. Department of Mathematics and Statistics (Feb 2003).
- Eubank, Randall. Time Varying Coefficient Models for Longitudinal Data. Nonparametric Statistics Conference (Jul 2002).
- Eubank, Randall. Adaptive selection of the regularization parameter for nonparametric estimation in inverse problems. Inverse Problems in Engineering Symposium (Jun 2001).
Service
- Statistical Computing, Associate Editor (1998 - 2008)
- Personnel and Budget committee, member (2006 - 2007)
- Probabilist recruiting committee, Chair (2006 - 2007)
- International Journal of Mathematics and Applied Statistics, Associate Editor (2005 - 2007)
- Journal of Statistical Planning and Inference, Coordinating Editor (2004 - 2006)
- Recruiting Committee for Statistics, Chair (2005 - 2006)
- Journal of the American Statistical Association, Associate Editor (2003 - 2004)
- Promotion and Tenure Committee, A&M, Chairman (2003 - 2004)
- College of Science Promotion and Tenure Committee, A&M, Member (2001 - 2004)
- NSF Probability and Statistics Review Panels, Reviewer (2002 - 2003)
- Promotion and Tenure Committee, A&M, Member (1994 - 2001)