statsmodels
CommunityRigorous statistical modeling and econometrics in Python.
Authorovachiever
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Statsmodels provides extensive statistical modeling tools, diagnostics, and inference methods for regression, time series, GLM, and more.
Core Features & Use Cases
- Linear and generalized linear models (OLS, GLS, GLM)
- Time series (ARIMA, SARIMAX, Exponential Smoothing)
- Hypothesis tests, diagnostics, and model selection
- Publication-ready summary statistics and tables
Quick Start
Fit an OLS model, interpret the summary, and generate predictions with confidence intervals.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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