Model Assessment — Weblinks

14 links

Type

Site

Statistical Modeling › Model Assessment 7 terms

Durbin-Watson Test 2 links

Homoscedasticity 2 links

E Homoscedasticity (Wikipedia) Ref…
S Statsmodels regression diagnostics Docs

Mean Squared Error (MSE) 2 links

E Wikipedia: Mean squared error Ref…
S scikit-learn: Mean squared error documentation Docs

Normality of Residuals 2 links

S statsmodels: Regression diagnostics documentation Docs
I NIST: Regression diagnostics and residual analysis Ref…

R-Squared (Coefficient of Determination) 2 links

E Wikipedia: Coefficient of determination (R-squared) Ref…
S scikit-learn: R2 score documentation Docs

Residual Plots 2 links

I NIST: Residual Plots (patterns and interpretation) Ref…
O Penn State STAT 462: Residual Analysis Art…

Variance Inflation Factor (VIF) 2 links

E Variance inflation factor (Wikipedia) Ref…
S statsmodels: variance_inflation_factor documentation Docs

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