Behavioral Research Data Analysis with R

by Yuelin Li and Jonathan Baron

Introduction.- Reading and transforming data.- Statistics for comparing means and proportions.- R graphics and trellis plots.- Analysis of variance: repeated-measures.- Linear and logistic regression.- Statistical power and sample size considerations.- Item Response Theory (IRT) and psychometric methods.- Imputation of missing data.- Linear mixed-effects models in repeated-measures.- Linear mixed-effects models in cluster-randomized studies.

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• Format: Paperback
• Language: English
• ISBN: 1461412374
• ISBN13: 9781461412373
• Release Date: November 2011
• Publisher: Springer
• Length: 245 Pages
• Weight: 0.80 lbs.
• Dimensions: 0.6" x 6.0" x 9.1"