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Statsmodels notes for developers

Master Statsmodels with a curated set of 2 developer notes — core concepts, patterns, and interview prep. Maintained by the DevRecall team.

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01 · Statsmodels

OLS Regression, Formulas & Statistical Output

statsmodels: OLS Regression, Formulas & Statistical Output. statsmodels emphasizes statistical INFERENCE -- coefficients, standard errors, p-values, confidence intervals, diagnostic tests -- distinct from scikit-learn's …

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02 · Statsmodels

Diagnostics, Time Series & Experiment Planning

statsmodels: Diagnostics, Time Series & Experiment Planning. Assumption-Checking Diagnostics. import statsmodels.stats.api as sms from statsmodels.stats.outliers_influence import variance_inflation_factor # Heteroscedast…

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