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Updated in 2020 Jan

Source Codes at Github

Probability

Continuous Probability Distribution

Discrete Probability Distribution

Hypothesis testing

T Test for Mean

Non-parametric Test for Median

Test for Binomial Proportion

Test for Count Data in Contingency Table

Analysis of Variance

Advanced methods

Linear Regression

Logistic Regression

Survival Analysis

Dimensional Analysis 1

Dimensional Analysis 2

R Package at Github