An F-Test Is Used to Determine If There Is a Relationship

question 101

True/False

An F-test is used to determine if there is a relationship between the dependent and independent variables.

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Definitions:

Population Variance

A measure that indicates the spread of a population's data points or how much the population's data values differ from the mean of the population.

Significance Level

The probability of rejecting the null hypothesis when it is true, often denoted by alpha, and used as a threshold to interpret the p-value in hypothesis testing.

Confidence Interval

A range of values derived from sample data that is believed to contain the true population parameter with a certain level of confidence.

P-value

A statistical measure that helps in determining the significance of the results from a test, indicating the probability of observing results at least as extreme as those seen, under the assumption that the null hypothesis is true.