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You are here: Home Stats Department Theory of multiple linear regression Validating multiple regression models: Model diagnostics

Validating multiple regression models: Model diagnostics

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Slide Name Examples Alternative Details Handout
Introduction and overview Introduction and overview Examples Alternative Details Handout
Partial regressions Partial regressions Examples Alternative Details Handout
Outliers and influential cases Outliers and influential cases Examples Alternative Details Handout
Leverage values Leverage values Examples Alternative Details Handout
Diagnostics for residuals Diagnostics for residuals Examples Alternative Details Handout
Deleted residuals Deleted residuals Examples Alternative Details Handout
Influential observations, DFFITS Influential observations, DFFITS Examples Alternative Details Handout
Cooks distance Cooks distance Examples Alternative Details Handout
DFBETAS DFBETAS Examples Alternative Details Handout
Multicollinearity Multicollinearity Examples Alternative Details Handout
Remedial measures Remedial measures Examples Alternative Details Handout
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