statsmodels - Statistical Modeling and Econometrics
Fit statistical models, perform inference and diagnostics, analyze time series, and produce forecasts and statistical tables with statsmodels.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Fit regression models
- Fit generalized linear models
- Analyze discrete outcomes
- Model time series
- Run statistical tests
- Diagnose model assumptions
- Detect influential observations
- Compare statistical models
- Estimate causal effects
- Produce statistical tables
Inputs
- Outcome data
- Explanatory variables
- Time series data
- Model specifications
Outputs
- Model estimates
- Inference summaries
- Diagnostic results
- Predictions
- Forecasts
- Statistical tables
Requirements
- Python environment
- statsmodels library