Bayesian Methods: A Social and Behavioral Sciences Approach by Jeff Gill
Bayesian Inference and Decision, Second Edition by Robert L. Winkler
Bayesian Theory by José M. Bernardo and Adrian F. M. Smith
Bayesian Statistical Modeling by Peter Congdon
Bayesian Data Analysis, Second Edition by Andrew Gelman, John B. Carlin, Hal S. Stern and Donald B. Rubin
Kendall's Advanced Theory of Statistics Volume 2B: Bayesian Inference, Second Edition by Anthony O'Hagan and Jonathan Forster
Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference by Dani Gamerman
Bootstrap, Resampling and Robust Methods
Bootstrapping: A Nonparametric Approach to Statistical Inference by Christopher Mooney and Robert Duval
An Introduction to the Bootstrap by Bradley Efron and Robert Tibshirani
The Jackknife and Bootstrap by Jun Shao and Dongsheng Tu
Permutation Tests: A Practical Guide to Resampling Methods for Testing Hypotheses by Phillip Good
Resampling Methods: A practical guide to data analysis by Phillip Good
Randomization, Bootstrap and Monte Carlo Methods in Biology by Bryan J. Manly
Data Analysis by Resampling by Clifford E. Lunneborg
Bootstrap Methods: A Practitioner's Guide by Michael R. Chernick
Resampling: The New Statistics by Julian L. Simon Second Edition (Download Only!)
Resampling Methods for Dependent Data by S. N. Lahiri
Monte Carlo Simulation by Christopher Z. Mooney
Communication
Best Practices for Teaching Statistics and Research Methods in the Behavioral Sciences Edited by Dana S. Dunn, Randolph A. Smith, and Bernard C. Beins
The Cognitive Style of PowerPoint by Edward R. Tufte
Displaying Your Findings: A Practical Guide for Creating Figures, Posters and Presentations by Adelheid A. M. Nicol and Penny M. Pexman
Presenting Your Findings: A Practical Guide for Creating Tables by Adelheid A. M. Nicol and Penny M. Pexman
How to Report Statistics in Medicine: Annotated Guidelines for Authors, Editors and Reviewers, Second Edition by Thomas A. Lang and Michelle Secic
Learning and Teaching on the World Wide Web edited by Christopher R. Wolfe
Proposals That Work: A Guide to Planning Dissertation and Grant Proposals, Fourth Edition by Lawrence F. Locke, Waneen Wyrick Spirduso and Stephen J. Silverman
Secrets for a Successful Dissertation by Jacqueline Fitzpatrick, Jan Secrist and Debra J. Wright
Speaking about Science: A Manual for Creating Clear Presentations by Scott Morgan and Barrett Whitener
Surviving Your Dissertation: A Comprehensive Guide to Content and Process, Third Edition by Kjell Erik Rudestam and Rae R. Newton
Winning Grants: Step by Step, Second Edition by Mim Carlson
Writing the NIH Grant Proposal: A Step-by-step Guide by William Gerin
Data Mining
Data Mining Techniques for Marketing, Sales, and Customer Support by Michael J. A. Berry and Gordon Linoff
Mastering Data Mining: The Art and Science of Customer Relationship Management by Michael J. A. Berry and Gordon S. Linoff
The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Panel Data Econometrics: Methods-of-Moments and Limited Dependent Variables by Myoung-jae Lee
Analysis of Panel Data, Second Edition by Cheng Hsiao
Estimation and Inference in Econometrics by Davidson and Mackinnon
Nonparametric Econometrics by Adrian Pagan and Aman Ullah
Economics and Data Analysis for Developing Countries by Chandan Mukherjee, Howard White and Marc Wuyts
Econometric Theory by James Davidson
Epidemiology
Modern Epidemiology by Kenneth Rothman and Sander Greenland
Epidemiology: An Introduction by Kenneth J. Rothman
Biostatistical Methods in Epidemiology by Stephen C. Newman
Statistical Methods in Cancer Research: The Analysis of Case-Control Studies by N. E. Breslow and N. Day
Statistical Modeling for Biomedical Researchers A Simple Introduction to the Analysis of Complex Data by William D. Dupont
Experimental Design and Analysis
Empirical Directions in Design and Analysis by Norman H. Anderson
Experimental and Quasi-experimental Designs for Generalized Causal Inference by William R. Shadish, Thomas D. Cook and Donald T. Campbell
Experimental and Quasi-experimental Designs for Research by Donald T. Campbell and Julian C. Stanley
Validity and Social Experimentation: Donald Campbell's Legacy, Volume I Edited by Leonard Bickman
Research Design: Donald Campbell's Legacy, Volume I Edited by Leonard Bickman
Social Measurement by Donald T. Campbell and M. Jean Russo
Unobtrusive Measures, Revised Edition by Eugene J. Webb, Donald T. Campbell, Richard D. Schwartz and Lee Sechrest
Measurement, Design, and Analysis by Elazar J. Pedhazur and Liora Pedhazur Schmelkin
How To Design and Report Experiments by Andy Field and Graham Hole
Statistics as Principled Argument by Robert P. Abelson
Quasi-Experimentation: Design and Analysis Issues for Field Settings by Thomas D. Cook and Donald T. Campbell
Causality: Models, Reasoning and Inference by Judea Pearl
Beyond Significance Testing: Reforming Data Analysis Methods in Behavioral Research by Rex B. Kline
Rival Hypotheses: Alternative Interpretations of Data Based Conclusions by Schuyler W. Huck and Howard M. Sandler
Statistical Illusions: Problems by Schuyler W. Huck and Howard M. Sandler
Statistical Illusions: Solutions by Schuyler W. Huck and Howard M. Sandler
How to Think Straight about Psychology, Seventh Edition by Keith E. Stanovich
Design and Analysis of Ecological Experiments, Edited by Samuel M. Scheiner and Jessica Gurevitch
Statistics for Experimenters: Design, Innovation and Discovery, Second Edition by George E. P. Box, J. Stuart Hunter and William G. Hunter
Factor Analysis
An Easy Guide to Factor Analysis by Paul Kline
Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research by Marjorie A. Pett, Nancy R. Lackey and John J. Sullivan
Factor Analysis at 100: Historical Developments and Future Directions edited by Robert Cudeck and Robert C. MacCallum
Exploratory and Confirmatory Factor Analysis: Understanding Concepts and Applications by Bruce Thompson
A First Course in Factor Analysis by Andrew L. Comrey
Modern Factor Analysis, Second Edition, Revised by Harry H. Harman
Confirmatory Factor Analysis for Applied Research by Timothy A. Brown
An Introduction to Generalized Linear Models by George H. Dunteman and Moon-Ho R. Ho
Generalized, Linear, and Mixed Models by Charles E. McCulloch and Shayle R. Searle
Generalized Estimating Equations by James W. Hardin and Joseph M. Hilbe
Generalized Linear Models: A Unified Approach by Jeff Gill
Generalized Linear Models, Second Edition by P. McCullagh and J. A. Nelder
Generalized Linear Models: An Applied Approach by Ulf Olsson
Generalized Linear Models: An Applied Approach by John P. Hoffmann
Generalized Linear Models with Applications in Engineering and the Sciences, Second Edition by Raymond H. Myers, Douglas C. Montgomery, G. Geoffery Vining, and Timothy J. Robinson
Graphics
Envisioning Information by Edward R. Tufte
Graphics of Large Datasets: Visualizing a Million by Antony Unwin, Martin Theus and Heike Hofmann
The Visual Display of Quantitative Information by Edward R. Tufte
Visual Explanations by Edward R. Tufte
Visual and Statistical Thinking: Displays of Evidence for Making Decisions by Edward R. Tufte