Table of Contents:
  • 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.