statsmodels - Statistical Modeling and Econometrics
Fit statistical and econometric models, perform inference and diagnostics, and analyze or forecast time series with Python.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Fit regression models
- Fit generalized linear models
- Model discrete outcomes
- Analyze time series
- Run statistical tests
- Diagnose model assumptions
- Detect influential observations
- Compare statistical models
- Estimate causal effects
- Produce statistical tables
Inputs
- Outcome data
- Predictor data
- Time series data
- Model specifications
Outputs
- Fitted model results
- Coefficient tables
- Diagnostic statistics
- Predictions
- Forecasts
- Confidence intervals
- Residual plots
Requirements
- Python environment
- statsmodels library