In a Simple Regression, Which Would Suggest a Significant Relationship

question 132

Multiple Choice

In a simple regression, which would suggest a significant relationship between X and Y?

• A)Large p-value for the estimated slope.
• B)Large t statistic for the slope.
• C)Large p-value for the F statistic.
• D)Small t statistic for the slope.

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Definitions:

Standard Error

A common measure of variability within a sample's distribution, particularly focused on the mean.

Confidence Interval

A range of values, derived from a set of sample data, that is likely to contain the value of an unknown population parameter.

Mean

The arithmetic average of a set of numbers, calculated by adding all the numbers together and dividing by the count of the numbers.

Population Mean

The average value of a population attribute.