# Unit 5 - Bayesian statistics

An alternative of the frequentist approach is the **Bayesian approach**. In a sense, Bayesian inference amounts to having a likelihood function $L_n(\theta)$ that is weighted by pri...

2020-01-03

An alternative of the frequentist approach is the **Bayesian approach**. In a sense, Bayesian inference amounts to having a likelihood function $L_n(\theta)$ that is weighted by pri...

2019-12-14

This unit will present more tests based on CLT and sometimes Slutsky, like **T-test** when data is Gaussian, $\sigma^2$ is unknown and Slutsky does not apply; like **Wald’s te...
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2019-12-04

When the parameter is not directly the expectation of samples ($\mathbb E(X)$), three estimation methods will be presented: **Maximum likelihood estimation**, **Method of mome...
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2019-11-30

Recently, I started to use Github Page to write a summary on a course that I followed on Edx about Statistics. I am using **Jekyll** to create static websites. In order to insert lo...

2019-11-23

The trinity of statistical inference: **estimation**, **confidence intervals** and **testing**.

**Estimator**: one value whose...

2019-11-21

This is my notes of the course **“MITx: 18.6501x Fundamentals of Statistics”** on edX. The session that I participated started on **Sept 2, 2019**. The purpose of this...