A Multiple Regression Analysis Produced the Following Tables $\alpha$ = 005 to Test the Null Hypothesis H0

question 56

Multiple Choice

A multiple regression analysis produced the following tables.
Using $\alpha$ = 0.05 to test the null hypothesis H0: $\beta$ 1 = $\beta$ 2 = 0,the critical F value is ____.

• A)4.24
• B)3.39
• C)5.57
• D)3.35
• E)2.35

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Definitions:

Smallest Variance

The smallest degree of spread or dispersion of observations around the mean in a dataset, indicating less variability.

Relatively Efficient

Refers to a process or system that achieves its goals with comparatively minimal waste of time, resources, or energy.

Larger Sample

Refers to increasing the number of observations in a sample to reduce random sampling error and make the sample statistics more representative of the population.

Sample Variance

A measure of the dispersion or spread in a set of sample data, calculated by averaging the squared deviations from the sample mean.