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Why Divide by n— 1? Let a population consist of the values

Elementary Statistics | 12th Edition | ISBN: 9780321836960 | Authors: Mario F. Triola ISBN: 9780321836960 18

Solution for problem 45BB Chapter 3.3

Elementary Statistics | 12th Edition

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Elementary Statistics | 12th Edition | ISBN: 9780321836960 | Authors: Mario F. Triola

Elementary Statistics | 12th Edition

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Problem 45BB

Why Divide by n— 1? Let a population consist of the values 2 min, 3 min, 8 min. (These are departure delay times taken from American Arlines flights from New York’s JFK airport to Los Angeles. See Data.) Assume that samples of two values are randomly selected with replacementfrom this population. (That is, a selected value is replaced before the second selection is made.)

a. Find the variance σ2 of the population {2 min, 3 min, 8 min}.

b. After listing the nine different possible samples of two values selected with replacement, find the sample variance s2 (which includes division by n − 1) for each of them; then find the mean of the nine sample variances s2.

c. For each of the nine different possible samples of two values selected with replacement, find the variance by treating each sample as if it is a population (using the formula for population variance, which includes division by n), then find the mean of those nine population variances.

d. Which approach results in values that are better estimates of σ2: part (b) or part (c)? Why? When computing variances of samples, should you use division by n or n – 1 ?

e. The preceding parts show that s2 is an unbiased estimator of σ2. Is s an unbiased estimator of σ ? Explain.

 

Step-by-Step Solution:
Step 1 of 3

Solution 45BB

(a)

We know that the mean of the population by the following formula:

Therefore, the mean of the population is 4.33 minutes.

We know that population variance  found by the following formula:

Therefore, the variance of the given population is.

(b)

We know that, sample of size  taken from the population of size  by with replacement in ways. From the given information,  therefore, the possible number of samples of size 2 from a population of size 3 in  ways.

These 9 samples and their respective means and sample variances are listed in the following table:

...

Sample

Sample mean

Sample Variance

Step 2 of 3

Chapter 3.3, Problem 45BB is Solved
Step 3 of 3

Textbook: Elementary Statistics
Edition: 12
Author: Mario F. Triola
ISBN: 9780321836960

This full solution covers the following key subjects: population, min, Find, values, variance. This expansive textbook survival guide covers 121 chapters, and 3629 solutions. Elementary Statistics was written by and is associated to the ISBN: 9780321836960. Since the solution to 45BB from 3.3 chapter was answered, more than 346 students have viewed the full step-by-step answer. This textbook survival guide was created for the textbook: Elementary Statistics, edition: 12. The answer to “Why Divide by n— 1? Let a population consist of the values 2 min, 3 min, 8 min. (These are departure delay times taken from American Arlines flights from New York’s JFK airport to Los Angeles. See Data.) Assume that samples of two values are randomly selected with replacementfrom this population. (That is, a selected value is replaced before the second selection is made.)a. Find the variance ?2 of the population {2 min, 3 min, 8 min}.________________b. After listing the nine different possible samples of two values selected with replacement, find the sample variance s2 (which includes division by n ? 1) for each of them; then find the mean of the nine sample variances s2.________________c. For each of the nine different possible samples of two values selected with replacement, find the variance by treating each sample as if it is a population (using the formula for population variance, which includes division by n), then find the mean of those nine population variances.________________d. Which approach results in values that are better estimates of ?2: part (b) or part (c)? Why? When computing variances of samples, should you use division by n or n – 1 ?________________e. The preceding parts show that s2 is an unbiased estimator of ?2. Is s an unbiased estimator of ? ? Explain.” is broken down into a number of easy to follow steps, and 217 words. The full step-by-step solution to problem: 45BB from chapter: 3.3 was answered by , our top Statistics solution expert on 03/15/17, 10:30PM.

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