statistics

Display Math Equation in Post

There will be many posts demostrate how to transfer the mathematical laws to the codes, and the …

Learning Sampling Distribution in R Programming

Sampling distribution is the set of possible outcomes when we collect data through the randomization …

Autopsy of NHST and Bayesian Models (part 1)

Chapter 2 of Statistical Rethinking: A Bayesian Course with Examples in R and Stan introduces a …

Rethink Significance

To trace the fallacy of use hypothesis testing, I am programming the examples in Dr. Adrianus D. de …

Vectors in mathematics and in codes

When a set of data/observations is imported to R, it is usually treated as vector. Vector has two …

Why we need a readable data table in behavioral scientific research?

A bad case A few days ago I was dealing with a raw data set as like the following table. ID Group …