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An Introduction to Political and Social Data Analysis Using R
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Table of contents
Preface
1
Introduction to Research and Data
2
Using R to Do Data Analysis
3
Frequencies and Basic Graphs
4
Transforming Variables
5
Measures of Central Tendency
6
Measures of Dispersion
7
Probability
8
Sampling and Inference
9
Hypothesis Testing
10
Hypothesis Testing with Two Groups
11
Hypothesis Testing with Multiple Groups
12
Hypothesis Testing with Crosstabs
13
Measures of Association
14
Correlation and Scatterplots
15
Simple Regression
16
Multiple Regression
17
Advanced Regression Topics
18
Regession Assumptions
Appendix: Codebooks
Preface
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