Causal inference in randomized and non-randomized studies : the definition, identification, and estimation of causal parameters / Michael E. Sobel -- Experimental design / Roger E. Kirk -- Quasi-experimental design / Charles S. Reichardt -- Missing data / Paul D. Allison -- Classical test theory / James Algina and Randall D. Penfield -- Factor analysis / Robert C. MacCallum -- Item response theory / David Thissen and Lynne Steinberg -- Special topics in item response theory / Michael C. Edwards and Maria Orlando Edelen -- Latent class analysis / David Rindskopf -- Multidimensional scaling / Yoshio Takane, Sunho Jung, and Yuriko Oshima-Takane -- Correspondence analysis, multiple correspondence analysis, and recent developments / Heungsun Hwang, Marc A. Tomiuk, and Yoshio Takane -- Modeling preference data / Alberto Maydeu-Olivares and Ulf Böckenholt -- Applications of multiple regression in psychological research / Razia Azen and David Budescu -- Categorical data analysis with a psychometric twist / Carolyn J. Anderson -- Multilevel analysis : an overview and some contemporary issues / Jee-Seon Kim -- Resampling methods / William H. Beasley and Joseph L. Rodgers -- Robust data analysis / Rand R. Wilcox -- Meta-analysis / Andy P. Field -- Bayesian data analysis / Herbert Hoijtink -- Cluster analysis : a toolbox for MATLAB / Lawrence J. Hubert, Hans-Friedrich Köhn, and Douglas L. Steinley -- General structural equation models / Robert Cudeck and Stephen H.C. du Toit -- Maximum likelihood and bayesian estimation for nonlinear structural equation models / Melanie M. Wall -- Structural equation mixture modeling / Conor V. Dolan -- Multilevel latent variable modeling : current research and recent developments / David Kaplan, Jee-Seon Kim, and Su-Young Kim -- Modeling individual change over time / Suzanne E. Graham, Judith D. Singer, and John B. Willett -- Time series models for examining psychological processes : applications and new developments / Emilio Ferrer and Guangjian Zhang -- Event history analysis / Jeroen K. Vermunt -- Neuroimaging analysis I : electroencephalography / Josep Marco-Pallarés ... [et al.] -- Neuroimaging analysis II : magnetic resonance imaging / Estela Camara ... [et al.] -- Functional data analysis / James O. Ramsay.