Question

Which one of the below is false?

Group of answer choices

In regression models, if p-value for a predictor is greater than alpha, then that predictor is helpful to predict the response variable.

High correlation correficents indicate strong relationship between the variables of a regression model.

In regression models, we use p-values and alpha to determine if the model is significant

Higher coefficient of determination values are desired in regression models.

Answer 1

The false statement is :

In regression models, if the p-value for a predictor is greater than alpha, then that predictor is helpful to predict the response variable.

The higher the p-value, the less evidence is in support of the helpfulness of the predictor in predicting the response variable. We desire a small p-value for the predictor variable for it to be significant and thus helpful in predicting the response variable.

All the other statements are true.

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