The Null Hypothesis for linear regression always uses a one-tailed test because we do not care if the coefficient being tested is positive or negative. O True False

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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**Question:**

The Null Hypothesis for linear regression always uses a one-tailed test because we do not care if the coefficient being tested is positive or negative.

- ○ True
- ○ False

**Explanation:**

This question examines the assumptions behind hypothesis testing in the context of linear regression. In most cases, a two-tailed test is used to determine if a coefficient is significantly different from zero, regardless of direction (positive or negative). A one-tailed test might be applied if there is a specific hypothesis about the direction of the effect.
Transcribed Image Text:**Question:** The Null Hypothesis for linear regression always uses a one-tailed test because we do not care if the coefficient being tested is positive or negative. - ○ True - ○ False **Explanation:** This question examines the assumptions behind hypothesis testing in the context of linear regression. In most cases, a two-tailed test is used to determine if a coefficient is significantly different from zero, regardless of direction (positive or negative). A one-tailed test might be applied if there is a specific hypothesis about the direction of the effect.
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