Regression - Diagnostic - Test Residual Heteroscedasticity extension
Conduct a heteroscedasticity test on the residuals
Test for heteroscedasticity (non-constant variance) in the residuals of linear regression models. Also known as the Breusch-Pagan test. The null hypothesis of the test is homoscedasticity. You must select an output from Regression - Linear Regression to use this feature. See this blog post for an introduction to heteroscedasticity.
Uses the ncvTest function from the car package.
Breusch, T. S. and Pagan, A. R. (1979) A simple test for heteroscedasticity and random coefficient variation. Econometrica 47, 1287--1294.
Bock, T. (2018, August 9). What is heteroscedasticity? [Blog post]. Retrieved from https://www.displayr.com/what-is-heteroscedasticity/.
includeWeb("QScript R Output Functions"); const menu_location = "Regression > Diagnostic > Test Residual Heteroscedasticity"; errorIfExtensionsUnavailableInQVersion(menu_location); createDiagnosticROutputFromSelection(menu_location);