Bootstrap is A Method to Quantify Uncertainty

Summary of bootstrap

March 30, 2022

Some Cross-Validation Methods

Summary about some cross-validation methods and their pros and cons

March 2, 2022

Linear model selection and regularization

Summary about comparison between least square method and shrinkage method.

February 27, 2022

What You Should Know About Logistic Regression and Naive Bayes

Some take outs from machine learning

February 22, 2022

Hypothesis testing and difference between z-Test and t-Test

Basic concepts of statistics

February 21, 2022

What I Think Data Visualization Is in 2022

What I think is data visualization, some hot topics and trends

January 15, 2022

How to interpret R diagnostics plots

Summary about how to interpret R diagnostics plots

March 3, 2022