Statistical Application Development with R and Python

Table of Contents

1. DATA CHARACTERISTICS
2. IMPORT/EXPORT DATA
3. DATA VISUALIZATION
4. EXPLORATORY ANALYSIS
5. STATISTICAL INFERENCE
6. LINEAR REGRESSION ANALYSIS
7. THE LOGISTIC REGRESSION MODEL
8. REGRESSION MODELS WITH REGULARIZATION
9. CLASSIFICATION AND REGRESSION TREES
10. CART AND BEYOND