Author Question: In general, unbiased estimators are preferred for inference because: (Read 81 times)

Emmejo01 · **on:** Feb 26, 2023

Question 1

In a study of typical student grade-point averages (GPAs), we sample 16 students and find an average GPA of 2.76, with a standard deviation of 0.48. Assuming the GPAs are normally distributed, what is an interval that we can be 80% certain contains the mean student GPA?

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(2.12, 3.40)

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(2.61, 2.91)

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(2.60, 2.92)

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(2.66, 2.86)

Question 2

In general, unbiased estimators are preferred for inference because:

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bias in inference is always bad and should be avoided at all costs, so using unbiased estimators is the only way to conduct objective inference.

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unbiased estimators always have the least amount of variance of all possible estimators.

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a biased estimator will almost always give very little insight into the parameter being estimated and, therefore, serves as a poor guess of the parameter’s true value.

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in many cases the most probable value of an unbiased estimator is the value of the parameter being estimated; thus, unbiased estimators typically converge on values near the parameter.

feiojef · **Reply #1 on:** Feb 26, 2023

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