Asymptotics: The Law of Large Numbers and The Central Limit Theorem

September 10, 2014 3 minute read

总结自 Coursera lecture Statistical Inference section 07 Asymptotics。新的 slide 省略了部分推导过程，最好同时参考下旧的 slide。

R PCA Example

September 9, 2014 2 minute read

Bernoulli vs Multinoulli (Categorical) vs Binomial vs Multinomial / Gaussian / Poisson Distributions

September 9, 2014 6 minute read

参考：

Conditional Probability

September 8, 2014 4 minute read

总结自 Coursera lecture Statistical Inference section 03 Conditional probability。

Probability

September 7, 2014 4 minute read

总结自 Coursera lecture Statistical Inference section 02 Probability。