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Course Information
Siva Sivaganesan
Professor
811C Old Chemistry Building
513-556-4097
siva.sivaganesan@uc.edu
http://math.uc.edu/~siva/
Education
Ph.D Statistics, Purdue University, 1986 (Statistics).
Research Support
Funded Joint with Dr. Mario Medvedovic , Bayesian mixtures for modeling functional genomics data, NIH. Funded 07/01/2006 to 06/31/2008.
Funded Joint with Dr. Bin Huang, Innovative Modeling of Puberty and Substance Use Risk , Funded 04/10/2006 to 12/31/2009.
Funded joint with Dr. Mario Medvedovic , Computational Tools for Bayesian Mixture Modeling , NIH. Funded 09/30/2004 to 06/30/2005.
Funded Joint with Dr. Mario Medvedovic , Funded 04/19/2004 to 03/31/2006.
Taft Grants , Funded 2005 to 2009.
CNR-IAMI (Milano, Italy), Funded 06-2006 to 07-2006.
Peer Reviewed Publications
Liu X, Sivaganesan S, Yeung K.Y., Bumgarner RE, & Medvedovic M. (2006). Bayesian context- specific infinite mixture model for clustering of gene expression profiles across diverse Microarray data sets. Bioinformatics, 22(14), 1737-44.
Ruggeri, F., & Sivaganesan, S. (2005). On modeling change points in non-homogeneous Poisson processes. Statistical Inference for Stochastic Processes, 8, 311-329.
Sivaganesan, M., & Sivaganesan, S. (2005). The Effect of Lot Variability and UV Radition on the Inactivation Kinetics of Cryyptosporidium Parvum Ooocysts. Environmental Science and Technology, 39(11), 4166-4171.
Huang, B., Sivaganesan, S., Succoup, P., & Goodman, E. (2004). Statistical Assessment of Mediational Effects for Generalized Mediational Models. Statistics in Medicine, 23, 2713–2728.
Huang, S., & Sivaganesan, S. (2003). Marginally least Informative prior for estimation of Attributable Risk. The Proceedings of the Joint Statistical Meetings.
Medvedovic, M., & Sivaganesan, S. (2002). Bayesian Infinite Mixture Model Based Clustering of Gene Expression Profiles. Bioinformatics, 18(5), 1194-1206.
Sivaganesan, S., & Lingam, R. (2002). Bayes Factors for model selection with Diffusion Processes under Improper Priors. The Annals of Institute of Statistical Mathematics, 54(3), 500-516.
Ruggeri, F., & Sivaganesan, S. (2000). On a Global Robustness Diagnostic for Bayesian Inference. Sankhya, 62, 110-127.
Sivaganesan, S., & Lingham, R. (2000). Bayes Factors for a test about the Drift of the Brownian Motion using Noninformative priors. Statistics and Probability Letters, 48, 163-171.
Book Chapters
Fabrizio, F., & Sivaganesan, S. (2001). Modelli complessi e metodi computazionali intensivi per la stima e la previsione. In C. Provasi (Eds.), Change points in nonhomogeneous Poisson processes Cleup editrice.
Sivaganesan, S. (2000). Robust Bayesian Analysis. In Rios Insua, D. and Ruggeri, F. (Eds.), Global and Local Robustness Approaches: Uses and Limitations (pp. 89-108). Springer.
Other Publications
Huang, B., & Sivaganesan, S. (2006). Bayesian Interval Estimate for Attributable Risk under Cross-Sectional Study Design using Probability Matching Prior. Proceedings of The American Statistical Association.
