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