All of the following are desirable outcomes for a multiple regression model except A)High R² B)Small s C)Small C statistic D)Large Cook's distance measure E)Large F statistic

Question

Quizplus · Accepted Answer

A large Cook's distance measure indicates potential influential points in the data that may be driving the results of the model and should be investigated. Therefore, it is not a desirable outcome for a multiple regression model. The other options (A, B, C, and E) are desirable outcomes for a multiple regression model. A high R² indicates a strong relationship between the predictor variables and the outcome variable, a small s indicates low residual variability around the fitted line, a small C statistic indicates good model fit, and a large F statistic indicates the overall significance of the model.

All of the Following Are Desirable Outcomes for a Multiple