Ebook: The Sage handbook of quantitative methods in psychology
Author: Roger Ellis Millsap, Albert Maydeu-Olivares, Sage Publications., Sage eReference (Online service)
- Genre: Psychology
- Tags: Психологические дисциплины, Методология и методы психологического исследования
- Year: 2009
- Publisher: Sage
- City: Thousand Oaks, Calif
- Language: English
- pdf
Each chapter of this handbook covers a methodological topic with equal attention being paid to established theory and the challenges facing methodologists as they address new research questions using that particular methodology.
Content: 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.
Abstract:
Every reader will come away with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within each methodological area. Read more...
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