Taotao Tan
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About
Taotao Tan
Posts
Categories
About
All Categories
Statistics
Dive into Bayesian statistics (5): Intro to PyMC3
Dive into Bayesian statistics (4): Posterior predictive distribution
Dive into Bayesian statistics (3): Markov Chain Monte Carlo
Dive into Bayesian statistics (2): Solve the nasty denominator!
Dive into Bayesian statistics (1): Maximum A Posteriori
More >>
Probability
A random walk through HMM (2) - structure and inference
A random walk through HMM (1) - a background
An Intuitive Explanation of Bayesian Network
Genetics
Model the Gene Expression (2): Likelihood Ratio Test
Model the Gene Expression (1): A GLM framework
Linear Algebra
Calculate SVD by hand (and decompose Spongebob)
Calculate PCA by hand