question archive Do the tested hypotheses concern the actual values of the coefficients (i

Do the tested hypotheses concern the actual values of the coefficients (i

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Do the tested hypotheses concern the actual values of the coefficients (i.e. B), or their estimated values (i.e. f), and why?

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The hypothesis tested are concerning the actual values of the coefficients (i.e. \beta) .

Here \beta is our population parameter and \widehat{\beta} is our sample statistic.

A hypothesis test is where we collect a representative sample and examine it to see if our hypothesis holds true for the population. Here, we calculate \widehat{\beta} as an estimate to our true population parameter \beta and thats the reason the hypothesis tested concerns \beta rather than \widehat{\beta} .