All Posts - Taotao Tan

All Posts

2021

A random walk through HMM (2) - structure and inference 12-04

A random walk through HMM (1) - a background 11-29

An Intuitive Explanation of Bayesian Network 11-27

Model the Gene Expression (2): Likelihood Ratio Test 11-23

Model the Gene Expression (1): A GLM framework 11-23

Calculate SVD by hand (and decompose Spongebob) 11-22

Dive into Bayesian statistics (5): Intro to PyMC3 11-22

Dive into Bayesian statistics (4): Posterior predictive distribution 11-22

Dive into Bayesian statistics (3): Markov Chain Monte Carlo 11-22

Dive into Bayesian statistics (2): Solve the nasty denominator! 11-22

Dive into Bayesian statistics (1): Maximum A Posteriori 11-22

How to draw sample from a generic distribution? 11-22

Maximum likelihood estimation 11-22

Calculate PCA by hand 11-21