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Welcome

Preparation

1. Preparatory Work

Exploring Data

1. Describing Data
2. Data Visualization
3. Data Wrangling

Statistical Theory

1. Probability
2. Data generating distributions
3. Sampling

Hypothesis Testing

1. Permutation Testing
2. Rank-Based Tests
3. t-Test
4. Power analysis

Regression Models

1. Regression
2. Multivariate Analysis
3. Regression - Statistical Tests
4. ANOVA
5. Logistic Regression
6. Research Design

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By Jill O'Reilly & Lindsay Richards

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