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Behavioral Research Data Analysis with R

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Cover of 'Behavioral Research Data Analysis with R'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Reading and Transforming Data Format
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    Chapter 3 Statistics for Comparing Means and Proportions
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    Chapter 4 R Graphics and Trellis Plots
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    Chapter 5 Analysis of Variance: Repeated-Measures
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    Chapter 6 Linear and Logistic Regression
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    Chapter 7 Statistical Power and Sample Size Considerations
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    Chapter 8 Item Response Theory
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    Chapter 9 Imputation of Missing Data
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    Chapter 10 Linear Mixed-Effects Models in Analyzing Repeated-Measures Data
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    Chapter 11 Linear Mixed-Effects Models in Cluster-Randomized Studies
Attention for Chapter 10: Linear Mixed-Effects Models in Analyzing Repeated-Measures Data
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