Regression - Diagnostic - StandardRPlot - Test Residual Heteroscedasticity
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Conduct a heteroscedasticity test on the residuals
Code
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var heading_text = "Test Residual Heroscedasticity";
if (!!form.setObjectInspectorTitle)
form.setObjectInspectorTitle(heading_text);
else
form.setHeading(heading_text);
form.dropBox({ name: "formInput", label: "Regression:", types: ["RItem:LinearRegression"],
prompt: "Select a Linear Regression output to show diagnostics for" });
if (!identical(class(formInput$original), "lm"))
StopForUserError("Sorry, you must select an output from 'Regression - Linear Regression' to use this diagnostic.")
heteroscedasticity <- flipFormat::SignificanceTest(
car::ncvTest(formInput),
'Test of Residual Heteroscedasticity (Breusch-Pagan)',
vars = NULL,
reg.name = NULL,
reg.sample.description = formInput$sample.description)