DATA7202精讲班

介绍统计方法

Statistical Methods for Data S. interactions. GLM

GLM. Remedial methods for regression. More intro to GLMs and binary.

binary GLM. GLM for count and non-negative

Accuracy measures. Missing values

Time series. Learning theory

U1: Model assessment. train. Validation. test split and CV. Static estimation

Loss. Classification problem. Model select. Pca

Model selection and pca application. Shrinkage methods

U2: advanced hypothesis testing. Boostrap

discrete event simulation