A Multiple Regression Analysis Showed the Following Results of the Individual

question 113

Essay

A multiple regression analysis showed the following results of the individual independent variables. X₄ is a qualitative variable. If X₄ is equal to one, what is the variable's effect on the dependent variable?

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Definitions:

Average Ages

The mean value of the ages within a specific group or dataset, calculated by adding all the ages together and dividing by the total number of ages included.

Pooled Variance

An estimate of variance across different samples or groups that assumes the underlying population variances are equal.

T-Statistic

A type of test statistic calculated to determine if a hypothesis should be accepted or rejected, commonly used in a t-test to compare means.

Degrees of Freedom

The number of independent values or quantities that can vary in the analysis without breaking any constraints, relevant in statistical tests to assess the validity of the test.