Publications

         Papers are in reversed chronological order; Technical reports usually contain more details than the published version.

         Published and In Press

• Peng, J.,  Zhu, J. , Bergamaschi, A., Han, W., Noh, D.Y., Pollack, J.R.,  and Wang, P. (2009) Regularized Multivariate Regression for Identifying Master Predictors with Application to Integrative Genomics Study of Breast Cancer, Annals of Applied Statistics, Accepted

              

         Abstract; Full Text (Accepted Version); Technical Report (2008) (also available at arXiv:0812.3671v1 [stat.AP]);  R package: remMap  (also available on cran: http://cran.r-project.org/ )

   

• Peng, J., Wang, P., Zhou, N.F., and Zhu, J. (2009). Partial Correlation Estimation by Joint Sparse Regression Models, Journal of the American Statistical Association , Vol. 104, No. 486, 735-746

   

        Abstract; Full text (Supp); Technical Report (2008) (also available at arXiv:0811.4463 [stat.ME]); R package: space (also available on cran: http://cran.r-project.org/ )

   

• Peng, J. and  Paul, D. (2009). A geometric approach to maximum likelihood estimation of the functional principal components from sparse longitudinal data, Journal of Computational and Graphical Statistics, In Press

   

         Abstract; Full text (Accepted Version); Technical Report (2007) (also available at arXiv:0710.5343v1 [stat.ME]);  R package: fpca (also available on cran: http://cran.r-project.org/ )

   

• Paul, D. and Peng J. (2009). Consistency of restricted maximum likelihood estimators of principal components, Annals of Statistics, Vol. 37, NO. 3, 1229-1271

                Abstract; Full text (also available at arXiv:0805.0465v1[math.ST])

• Peng, J. and Mueller, H.G. (2008).  Distance-based clustering of sparsely observed stochastic processes, with applications to on-line auctions, Annals of Applied Statistics, Vol. 2, No. 3, 1056-1077  

   

        Abstract; Full text (also available at arXiv:0805.0463 [stat.AP])

   

• Peng, J., Wang, P. and Tang, H. (2007). Controlling for False Positive Findings of Trans-Hubs in e-QTL Mapping, BMC Proceedings, 1(Suppl 1): S157

                Abstract; Full text; Link to Article

• Tang, H., Peng, J., Wang, P., Coram, M. and Xu, L. (2007) Combining Multiple Family-based Association Studies, BMC Proceedings, 1(Suppl 1): S162

                Abstract; Full text; Link to Article

• Peng, J. and Siegmund, D.(2006). Mapping Quantitative Traits under Ascertainment, Annals of Human Genetics,  Vol 70, Issue 6, 867-881

               Abstract; Full text; Link to Article

• Peng, J., Tang, H-K. and Siegmund, D.(2005). Genome Scans with Gene-Covariate Interaction, Genetic Epidemiology,  29 (3): 173-184

               Abstract; Full text (Accepted Version); Link to Article

• Tang, H., Peng, J., Wang, P. and and Risch, N.(2005). Estimation of Individual Admixture: Analytical and Study Design Considerations, Genetic Epidemiology, 28 (4): 289-301

              Abstract; Full text (Accepted Version); Link to Article

• Peng, J. and Siegmund, D.(2005). The Admixture Model in Linkage Analysis, Journal of Statistical Planning and Inference, Volume 130, Issues 1-2, 317-324

• Peng, J. and Siegmund, D.(2004). Mapping Quantitative Traits with Random and with Ascertained Sibships, Proceedings of the National Academy of Sciences, 101 (21), 7845-7850

   

    Abstract; Full text; Link to Article

  Submitted