The Oxford handbook of quantitative methods

Volume 1. Foundations. Introduction / Todd D. Little The philosophy of quantitative methods / Brian D. Haig Quantitative methods and ethics / Ralph L. Rosnow and Robert Rosenthal Special populations / Keith F. Widaman, Dawnté R. Early, and Rand D. Conger Theory construction, model building, and model selection / James Jaccard Teaching quantitative psychology / Lisa L. Harlow Modern test theory / Roderick P. McDonald The IRT tradition and its applications / R.J. de Ayala Survey design and measure development / Paul E. Spector High-stakes test construction and test use / Neal M. Kingston and Laura B. Kramer Effect size and sample size planning / Ken Kelley Experimental design for causal inference : clinical trials and regression discontinuity designs / Kelly Hallberg, Coady Wing, Vivian Wong, and Thomas D. Cook Matching and propensity scores / Peter M. Steiner and David Cook Designs for and analyses of response time experiments / Trisha Van Zandt and James T. Townsend Observational methods / Jamie M. Ostrov and Emily J. Hart A primer of epidemiologic methods, concepts, and analysis with examples and more advanced applications within psychology / David E. Bard, Joseph L. Rodgers, and Keith E. Muller Program evaluation : principles, procedures, and practices / Aurelio Jose Figueredo, Sally Gayle Olderbak, Gabriel Lee Schlomer, Rafael Antonio Garcia, and Pedro Sofio Abril Wolf Overview of statistical estimation mehtods / Ke-Hai Yan and Christof Schuster Robust statistical estimation / David M. Erceg-Hurn, Rand R. Wilcox, and Harvey J. Keselman Bayesian statistical methods / David Kaplan and Sarah Depaoli Mathematical modeling / Daniel R. Cavagnaro, Jay I. Myung, and Mark A. Pitt Monte Carlo analysis in academic research / Paul E. Johnson Network analysis : a definitional guide to important concepts / Harold D. Green, Jr. and Stanley Wasserman

Volume 2. Statistical Analysis. Introduction / Todd D. Little

Overview of traditional/classical statistical approaches / Bruce Thompson

Generalized linear models / Stefany Coxe, Stephen G. West, and Leona S. Aiken

Categorical methods / Carol M. Woods

Configural frequency analysis / Alexander von Eye, Eun-Young Mun, Patrick Mair, and Stefan von Weber

Nonparametric statistical techniques / Trent D. Buskirk, Lisa M. Willoughby, and Terry J. Tomazic

Correspondence analysis / Michael J. Greenacre

Spatial analysis / Luc Anselin, Alan T. Murray, and Sergio J. Rey

Analysis of imaging data / Larry R. Price

Twin studies and behavior genetics / Gabriella A.M. Blokland, Miriam A. Mosing, Karin J.H. Verweij, and Sarah E. Medland

Quantitative analysis of genes / Sarah E. Medland

Multidimensional scaling / Cody S. Ding

Latent variable measurement models / Timothy A. Brown

Multilevel regression and multilevel structural equation modeling / Joop J. Hox

Structural equation models / John J. McArdle and Kelly M. Kadlec

Developments in mediation analysis / David P. MacKinnon, Yasemin Kisbu-Sakarya, and Amanda C. Gottschall

Moderation / Herbert W. Marsh, Kit-Tai Hau, Zhonglin Wen, Benjamin Nagengast, and Alexandre J.S. Morin

Longitudinal data analysis / Wei Wu, James P. Selig, and Todd D. Little

Dynamical systems and models of continuous time / Pascal R. Deboeck

Intensive longitudinal data / Theodore A. Walls

Dynamic factor analysis : modeling person-specific process / Nilan Ram, Annette Brose, and Peter C.M. Molenaar

Time series analysis / William W.S. Wei

Analyzing event history data / Trond Petersen

Clustering and classification / André A. Rupp

Latent class analysis and finite mixture modeling / Katherine E. Masyn

Taxometrics / Theodore P. Beauchaine

Missing data methods / Amanda N. Baraldi and Craig K. Enders

Secondary data analysis / M. Brent Donnellan and Richard E. Lucas

Data mining / Carolin Strobl

Meta-analysis and quantitative research synthesis / Noel A. Card and Deborah M. Casper

Common fallacies in quantitative research methodology / Lihshing Leigh Wang, Amber S. Watts, Rawni A. Anderson, and Todd D. Little.