2025

Transcriptome-wide association studies 2025-02-16

Polygenic Risk Score 2025-02-16

Linkage Disequilibrium Score Regression 2025-02-16

Genome-wide association studies 2025-02-16

2021

Hidden Markov Model (2) - Forward Backward Propagation 2021-11-29

Hidden Markov Model (1) - Markov Chain 2021-11-29

An Intuitive Explanation of Bayesian Network 2021-11-27

Model the Gene Expression (2): Likelihood Ratio Test 2021-11-23

Model the Gene Expression (1): A GLM framework 2021-11-23

Calculate SVD by hand (and decompose Spongebob) 2021-11-22

Dive into Bayesian statistics (5): Intro to PyMC3 2021-11-22

Dive into Bayesian statistics (4): Markov Chain Monte Carlo 2021-11-22

Dive into Bayesian statistics (3): Markov Chain Monte Carlo 2021-11-22

Dive into Bayesian statistics (2): Solve the nasty denominator! 2021-11-22

Dive into Bayesian statistics (1): Maximum A Posteriori 2021-11-22

How to draw sample from a generic distribution? 2021-11-22

Maximum likelihood estimation 2021-11-22

Calculate PCA by hand (via eigen-decomposition) 2021-11-21