Includes bibliographical references and index.

Non- and semi- parametric modeling in survival analysis / J. Fan & J. Jiang -- Additive-accelerated rate model for recurrent event / G. Zeng & J. Cai -- An overview on quadratic inference function approaches for longitudinal data / J. Dziak, R. Li, A. Qu -- Modeling and analysis of spatially correlated data / Y. Li -- Study designs for biomarker-based treatment selection / A. Laird & X.-H. Zhou -- Statistical methods for analyzing two-phase studies / J. Chen -- Protein interaction predictions from diverse sources / Y. Liu ... [et al.] -- Regulatory motif discovery: from decoding to meta-analysis / Q. Zhou, M. Gupta -- Analysis of cancer genome alterations using single nucleotide polymorphism (SNP) microarrays / C. Li & S. Amin -- Analysis of ChIP-Chip data on genome tiling microarrays / W.E. Johnson ... [et al].