statsmodels

• A statistical analysis package

Import

import statsmodels as sm

Submodules

1. Regression models

• Linear regression
• Generalized linear models
• Robust linear models
• Linear mixed-effects models

2. Analysis of variance

• ANOVA

3. Time series analysis

• AR
• ARMA
• ARIMA
• VAR

4. Nonparametric methods

• Kernel density estimation
• Kernel regression

5. Visualization of statistical model results