Inferential Statistics

This notebook summarizes the testing methods from Inferential Statitistics course taught by University of Amsterdam on Coursera. The course had used R on DataCamp to conduct statistical test. Here, I am using Python to do the test. All the formulas used in this document can be found here.

List of Contents

• Comparing two groups

• Categorical Association

• Simple Regression

• Multiple Regression

• Quantitative associations: ANOVA

• Nonparametric tests

Statistical Thinking

This notebook analyze real word data by applying inferential statistics.