Rao, J. Sunil

(as bibtex)

Elsewhere: [math people] [google] [google scholar]

Articles (26)

• Rao, J. Sunil, Liu, Hongmei. Prediction weighted maximum frequency selection. Electronic Journal of Statistics 2017. 11:640-681
• Rao, J. Sunil, LeBlanc, Michael, Choe, Michael, Dazard, Jean-Eudes. Cross-validation and peeling strategies for survival bump hunting using recursive peeling methods. Statistical Analysis and Data Mining: The ASA Data Science Journal 2016. 9:12-42
• Nguyen, Thuan, Rao, J. Sunil, Jiang, Jiming. Observed best prediction via nested-error regression with potentially misspecified mean and variance. Survey Methodology 2015. 41:37-55
• Markowitz, Sanford, Rao, J. Sunil, Dazard, Jean-Eudes. Local sparse bump hunting reveals molecular heterogeneity of colon tumors‡. Statistics in Medicine 2012. 31:-
• Ishwaran, Hemant, Rao, J. Sunil. Consistency of spike and slab regression. Statistics & Probability Letters 2011. 81:1920-1928
• Jiang, Jiming, Nguyen, Thuan, Rao, J. Sunil. Invisible fence methods and the identification of differentially expressed gene sets. Statistics and Its Interface 2011. 4:403-415
• Jiang, Jiming, Nguyen, Thuan, Rao, J. Sunil. Fence method for nonparametric small area estimation. Survey Methodology 2010. 36:3-11
• Ishwaran, Hemant, Kogalur, Udaya B., Rao, J. Sunil. spikeslab: Prediction and variable selection using spike and slab regression. R Journal, The 2010. 2:68-69
• Xing, Guan, Rao, J. Sunil. Lassoing Mixtures with Applications to Proteomic Mass Spectroscopy Analysis. Journal of the Indian Society of Agricultural Statistics 2010. 64:61-76
• Jiang, Jiming, Nguyen, Thuan, Rao, J. Sunil. A simplified adaptive fence procedure. Statistics & Probability Letters 2009. 79:625-629
• Jiang, Jiming, Rao, J. Sunil, Gu, Zhonghua, Nguyen, Thuan. Fence methods for mixed model selection. The Annals of Statistics 2008. 36:1669-1692
• Ishwaran, Hemant, Rao, J. Sunil. Clustering gene expression profile data by selective shrinkage. Statistics & Probability Letters 2008. 78:1490-1497
• Rao, J. Sunil. Bayesian Inference for Gene Expression and Proteomics by Do, K.-A., Müller, P., and Vannucci, M.. Biometrics 2008. 64:654-655
• Ishwaran, Hemant, Rao, J. Sunil. Spike and slab variable selection: Frequentist and Bayesian strategies. The Annals of Statistics 2005. 33:730-773
• Fu, Pingfu, Rao, J. Sunil. On A Simple Method For Analyzing Multivariate Survival Data Using Sample Survey Methods. Journal of Modern Applied Statistical Methods 2004. 3:345-356
• Ishwaran, Hemant, Rao, J. Sunil. Detecting differentially expressed Genes in microarrays using Bayesian model selection. Journal of the American Statistical Association 2003. 98:438-455
• Jiang, Jiming, Rao, J. Sunil. Consistent procedures for mixed linear model selection. Sankhyā: The Indian Journal of Statistics 2003. 65:23-42
• Ishwaran, Hemant, Rao, J. Sunil. Comment on ``The focused information criterion'' (Pkg: p900-945). Journal of the American Statistical Association 2003. 98:922-925
• Ishwaran, Hemant, Rao, J. Sunil. Detecting differentially expressed genes in microarrays using Bayesian model selection. Journal of the American Statistical Association 2003. 98:438-455
• Fu, Pingfu, Rao, J. Sunil, Jiang, Jiming. Robust estimation of multivariate failure data with time-modulated frailty. Journal of Modern Applied Statistical Methods 2002. 1:367-378
• Diaz-Insua, Mireya, Rao, J. Sunil. Mammographic computer-aided detection using bootstrap aggregation.
• Shao, Jun, Rao, J. Sunil. The GIC for model selection: A hypothesis testing approach. Journal of Statistical Planning and Inference 2000. 88:215-231
• Rao, J. Sunil. Bootstrapping to assess and improve atmospheric prediction models. Data Mining and Knowledge Discovery 2000. 4:29-41
• Tan, Ming, Qu, Yinsheng, Rao, J. Sunil. Robustness of the latent variable model for correlated binary data. Biometrics 1999. 55:258-263
• Berhane, Kiros, Rao, J. Sunil. Automatic smoothing parameter selection in non-parametric models for longitudinal data. Applied Stochastic Models in Business and Industry 1997. 13:289-296
• Shen, Shi-Yun Steven, Rao, J. Sunil. Weight decay -- A new regression shrinkage method.