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Python Companion to Statistical Thinking in the 21st Century

Introduction to Python
Summarizing Data
Data Visualization
Fitting simple models
Probability
Sampling
Resampling and simulation
Hypothesis testing in Python
Statistical Power Analysis in Python
Bayesian Statistics in Python
Modeling categorical relationships in Python
The General Linear Model

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By Russell A. Poldrack

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