Publications

Publications

Liu, D.,  Lin, X., Ghosh, D. (2007) Semiparametric regression for multi-dimensional genomic pathway data: Least square kernel machines and linear mixed models. Biometrics, 63, 1079-1088.

Kwee, L, Liu, D., Lin, X., Ghosh, D., and Epstein, M. (2008) A powerful and flexible multilocus association test for quantitative traits.  American Journal of Human Genetics, 82, 386-397.

Harezlak, J., Wu, M. C., Wang, M., Schwartzman, A., Christiani, D. C., and Lin, X. (2008) Biomarker discovery for arsenic exposure using functional data analysis and feature learning of mass spectrometry proteomic data.   Journal of Proteome Research, 7, 217-224.

 Liu, D., Ghosh, D. and  Lin, X. (2008)  Estimation and Testing for the Effect of a Genetic Pathway on a Disease Outcome Using Logistic Kernel Machine Regression via Logistic Mixed Models.  BMC Bioinformatics, 9, 292.    

Wu, M.,C., Zhang, L., Wang, Z., Christiani, D. C.,  Lin, X. (2008) Sparse linear discriminant analysis for simultaneous gene set/pathway significance test and gene selection. Bioinformatics, in press.        

Yu, Z. and Lin, X. (2008) Nonparametric regression using local kernel estimating equations for correlated failure time data. Biometrika, 95, 123-137.

Li, Y., Prentice, R. L. and  Lin, X. (2008) Maximum likelihood estimation in semiparametric normal transformation models for bivariate survival data. Biometrika, 95, 947-960.            

Long, Q., Little, R. J., Lin, X. (2008) Causal inference in hybrid intervention trials involving treatment choice. Journal of the American Statistical Association, 103, 474-484.