10 Overview

Topics to be covered include:

• Point Inference
• Statistical Tests
• Statistical Tests (Time Series)
• ANOVA and Related Methods
• Linear Regression (Extensions and Regularization)
• Logisitc Regression
• ARIMA Models

I am deciding on whether or not to include machine learning methods in this book or not or in another book. This depends on ease of navigation, loading time, and marketing. If so, this would include both supervised and unsupervised methods ranging from KNN, Trees, Ensemble Methods, Neural Networks and more.