statsmodels
k-dense-ai1.9k installs
Fit models with diagnostics and uncertainty in view.
What it does
Fit statistical models in Python and provide coefficient inference, diagnostics, model comparisons, and forecasts with uncertainty checks.
When to use it
Use for regression, generalized linear models, discrete outcomes, time series, statistical diagnostics, and model comparison.
How to use it
Give it data and a modeling request; it returns fitted-model summaries, interpreted estimates, and diagnostic or validation results.
What you provide
- Your files
Uses
Good to know
- advertises something the task does not need
Latest review
What you need · 8
Requires Python 3.10+; the documented NumPy 2.5.3 and SciPy 1.18.1 stack requires Python 3.12+.
Requires statsmodels 0.15.0.
Access · 2
This skill
https://arxiv.org/abs/2609.00065
Read
Checks the skill's citation record
statsmodels
Execute
Installs the pinned modeling stack