search

3. statsmodels: Traditional Statistics

Selections From The statsmodels Documentation

  1. Linear Regression: Ordinary least Squaresarrow-up-right

  2. Random Effects/Mixed Models: Linear Mixed Effects Modelsarrow-up-right

  3. Count Data And Link Functions: Generalized Linear Modelsarrow-up-right

  4. Simpler Model Notation: Generalized Linear Models (Formula)arrow-up-right

  5. Analysis of Variance: Interaction and ANOVAarrow-up-right

  6. Assessing Model Assumptions: Regression Diagnosticsarrow-up-right

  7. Visualizing Fitted Models: Regression Plotsarrow-up-right

  8. Visualizing Continuous Variables: Box Plotsarrow-up-right

  9. Visualizing Distributions: Kernel Density Estimationarrow-up-right

Previous2. pandas: Structuring Data For Analysis

Last updated