Introduction to Statistics with R
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Front Matter
1: Basics
2: Introduction to R
3: Summarizing Data Visually
4: Summarizing Data Visually Using R
5: Summarizing Data With Numbers
6: Describing Data With Numbers Using R
7: Introduction to Probability
8: Estimating Unknown Quantities from a Sample
9: Hypothesis Testing
10: Categorical Data Analysis
11: Comparing Two Means
12: Comparing Several Means (One-way ANOVA)
13: Introduction to Linear Regression
14: Multiple and Logistic Regression
15: Regression in R
16: Research Design
17: Preparing Datasets and Other Pragmatic Matters
18: Basic Programming
19: Bayesian Statistics
20: Case Studies and Data
21: Math Review for Introductory Statistics
Back Matter