Who would you rather date, Bayes Factor or p-value? (in Russian)
Have you ever wondered what is the difference between Frequentist and Bayesian statistics? In this tutorial we went over the basic concepts of both approaches using inference for a proportion as an example.
May 17, 2021
Who would you rather date, Bayes Factor or p-value?
An overview of the differences between Frequentist and Bayesian approaches for the hypothesis testing.
Nov 14, 2020
Statistical Hypothesis Testing (in Russian)
Main idea of the Null Hypothesis Significance Testing. Intuition behind the p-value. How to perform t-tests, ANOVA, Binomial Test and Chi-squared Test.
Jun 4, 2020
Null Hypothesis Significance Testing, part 3
Overview of the power and the effect size of the test and why low p-value is not always enough to make a decision.
Jun 2, 2020
Null Hypothesis Significance Testing, part 2
Introduction to the inference for a population proportion using binomial test and $\chi^2$ test for independence.
May 22, 2020
Null Hypothesis Significance Testing, part 1
Basic concept of the NHST and the idea of p-value. Overview of the inference for a population mean using one/two-sample $t$-tests and ANOVA.
May 8, 2020
Normal Approximation to Binomial Distribution
Shiny app that demonstrates how binomial distribution can be approximated using the normal distribution.
Apr 25, 2020