Assuming a Researcher Runs the Following Regression Where Is Residual

question 3

Multiple Choice

Assuming a researcher runs the following regression where is residual from a regression. If the researcher conducts a hypothesis test with null hypothesis of against an alternative hypothesis of , what type of test is he/she conducting?

• A) Test for heteroscedasticity
• B) Test for autocorrelation
• C) Test for non-normality
• D) Test for homoscedasticity

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Definitions:

F Statistic

A statistical measure that determines the ratio of variance between groups to variance within groups in the context of ANOVA tests.

Significance Level

The threshold below which a p-value is considered statistically significant, often set at 0.05 or 5%.

F Test

A statistical test used to compare the variances between two populations, often as part of the analysis of variance (ANOVA) for comparing means among multiple groups.

Null Hypothesis

A default hypothesis that there is no significant difference or relationship between specified populations, any observed difference being due to sampling or experimental error.