Behavioral Research Data Analysis with R

• Main Authors: Li, Yuelin (Author), Baron, Jonathan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2012.
• Edition: 1.
• Series: Use R!
• Subjects: Statistics.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

This book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. The authors aim primarily to help practitioners of behavioral research make the transition to R. The focus is to provide pra...

Table of Contents:

• Introduction
• Reading and Transformting Data Format
• Statistics for Comparing Means and Proportions
• R Graphics and Trellis Plots
• Analysis of Variance
• Linear and Logistic Regression
• Statistical Power and Sample Size Considerations
• Item Response Theory
• Imputation of Missing Data
• Linear Mixed Effects Models in Analyzing Repeated Measures Data
• Linear Mixed Effects Models in Cluster Randomized Studies.