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Diagnostic Plots for Linear Regression Analysis #1211
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I will love to hear your thought on ^^ @bbengfort . |
@pkaf We'd certainly be open to more regression analysis tools or adaptations of our current tools to support these types of analyses. The Scale-location vs fitted values (your third plot) also seems like it might be an adaptation of the ResidualsPlot to standardize the residuals rather than using the raw residuals - this would be a great param to add! We also have a If the |
@bbengfort recently, I pushed an example depicting above graphs in statsmodels https://www.statsmodels.org/devel/examples/notebooks/generated/linear_regression_diagnostics_plots.html . We can adapt it here too. |
@pkaf awesome - we welcome any PRs that you might open for Yellowbrick! |
If not already considered or being developed it would be neat to have some standard diagnostic plots for linear regression analysis mainly
a. residual vs fitted
b. normal q-q
c. scale-location
d. residual vs leverage
as shown in https://data.library.virginia.edu/diagnostic-plots/. Example plots
I am happy to PR.
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