In Multiple Regression, Which of the Following Is Consulted to Find

question 39

Multiple Choice

In multiple regression, which of the following is consulted to find out whether the independent variables acting together can explain the variation in the dependent variable?

• A) F-statistic
• B) t-statistic
• C) R-square
• D) Standardised coefficients

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Definitions:

P-value

The P-value is a statistical parameter that helps to determine the significance of the results from a hypothesis test, indicating the probability of observing the results if the null hypothesis is true.

P-value

A statistic that measures the probability of obtaining an observed result, or more extreme, under the assumption that the null hypothesis is true.

Null Hypothesis

A statement in statistics that proposes there is no significant difference or effect, and any observed difference is due to sampling or experimental error.

Hypothesis Testing

A statistical method used to determine whether there is enough evidence in a sample of data to infer that a certain condition holds for the entire population.