Blog

• Model Diagnostics: Statistics vs Machine Learning

  2025-05-01

• Fast Grouped Counts and Means in R

  2025-04-30

• Dictionary for Data Scientists and Statisticians

  2025-04-07

• Converting arbitrarily large CSVs to Parquet with R

  2025-03-30

• Converting arbitrarily large CSVs to Parquet with Python

  2025-03-22

• Effect Plots in Python and R

  2024-11-23

• Explaining a Causal Forest

  2024-09-02

• Out-of-sample Imputation with {missRanger}

  2024-08-23

• SHAP Values of Additive Models

  2024-06-28

• A Tweedie Trilogy — Part III: From Wrights Generalized Bessel Function to Tweedie’s Compound Poisson Distribution

  2024-06-17

• A Tweedie Trilogy — Part II: Offsets

  2024-06-10

• A Tweedie Trilogy — Part I: Frequency and Aggregration Invariance

  2024-06-03

• Interactive Plotting Backend for Model-Diagnostics

  2024-04-15

• Building Strong GLMs in Python via ML + XAI

  2024-02-02

• ML + XAI -> Strong GLM

  2024-01-21