# Posts

### Who would you rather date Bayes Factor or p-value?

An overview of the differences between Frequentist and Bayesian approaches for hypothesis testing for a population proportion.

### A (not that) Simple Least Squares Regression

Overview of the math behind an Ordinary Least Squares method, and what is needed to be taken into consideration when fitting a regression line.

### Role of Antidepressants in the Treatment of Major Depressive Disorder

Literature review for the final project at 2020 International Youth Neuroscience Association Summer Course.

### 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.

### Null Hypothesis Significance Testing, part 2

Introduction to the inference for a population proportion using binomial test and $\chi^2$ test for independence.

### 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.

### How do CART models work

Overview of how classification and regression trees work behind the scenes using binary classification example.

### Hello R, meet plotly!

Create interactive plots using plotly library in R.

### Bayes's Rule and Disease Testing

Learn how you can update your prior beliefs using Bayes’s rule with the disease testing as an example.

### LGBT Survey Analysis

Analysis of a survey among LGBT representatives in EU in 2012.