225. Types of Statistics

• Descriptive: summarize data you actually have
• Inferential: generalize from a sample to a broader population
• Predictive: cares about forecasting accuracy on new data regarless of whether the model is interpretable (inferential cares about understanding the data-generating process)
• Exploratory hypothesis generating rather than testing