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Research Interests:
Modeling and inference for complex stochastic systems; Mathematical and statistical aspects of Bioinformatics; Applications of statistical methods in molecular biology and cancer epidemiology; Stochastic modeling for gene expression analysis; Occupational cohort studies; Machine learning; Nonparametric estimation theory; Subsampling and resampling methods.
Teaching Areas: Probability theory, statistical inference, algebraic statistical models in comparative genomics, math models in system biology, non-parametric inference, advanced computational methods.
Selected Publications:
Rempala, G. and Pawlikowska, I. Limit Theorems for Hybridization Reactions on Oligonucleotide Microarrays. Manuscript, May 2006. Journal of Multivariate Analysis 2008
In press; DOI:10.1016/j.jmva.2008.02.014
Czajkowski, M, Gill, R, and Rempala, GA
Model Selection in Logistic Joinpoint Regression with Applications to Analyzing Cohort Mortality Patterns. Statistics in Medicine 2008 In press; DOI: 10.1002/sim.3034
Rempala, GA. Ramos K, Kalbfleisch, T, and Teneng, I. Validation of a Mathematical Model of Gene Transcription in Aggregated Cellular Systems: Application to L1 Retrotransposition. Journal of Computational Biology 14(3): 339–349 (2007).
Amar V. Singh, Eric Rouchka, G. Rempala, Caleb Bastian, and Thomas B. Knudsen. Integrative database management for mouse development: Systems and concepts.
Birth Defects Research (Part C), 81, 1–19 (2007).
P. Bai, H.T. Banks, S. Dediu, A.Y. Govan, M. Last, A. Lloyd, H.K. Nguyen, M.S. Olufsen, GA. Rempala, and BD Slenning. Stochastic and deterministic models for agricultural production networks. Mathematical Biosciences and Engineering, 4(3):140, (2007).
Rempala, G. Ramos, K. and Kalbfleisch, T. A Stochastic Model of Gene Transcription:
An Application to L1 Retrotransposition Events. Journal of Theoretical Biology 242 (1),
101–116 (2006).
Ball, K., Kurtz, T., Popovic L., and Rempala, G. Multiscale stochastic approximations for
biochemical reaction networks. Annals of Applied Probability 16(4), 1925–1961 (2006).
Gonchigdanzan, K. and Rempala, G. Almost sure limit theorem for the product of partial
sums. Applied Mathematics Letters, 19(2), 191–196 (2006).
Rempala, G. and Looney, Stephen Asymptotic properties of a two sample randomized
test for partially dependent data. Journal of Statistical Planning and Inference, 136(1) ,
68–89 (2006).
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