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When an Explanatory Variable Is Dropped from a Multiple Regression

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When an explanatory variable is dropped from a multiple regression model,the adjusted coefficient of determination can increase.


Definitions:

Type II Error

The error that occurs when a statistical test fails to reject a false null hypothesis.

Level Of Significance

The chance of mistakenly denying the null hypothesis in a statistical examination when in fact it is accurate.

Probability

A measure of the likelihood that an event will occur.

Final Examination

A comprehensive test given at the end of a course to assess a student's understanding and grasp of the subject matter.

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