For the multiple choice questions, circle the best answer. (a) Let X-bar denote the sample mean. If the size of a randomly selected sample from a population is decreased from n = 400 to n = 100, then the standard deviation of X-bar will A. increase by a factor of 4. B. remain the same. C. decrease by a factor of 4. D. increase by a factor of 2. (b) Assuming the population standard deviation σX is known, which of the following statements is true about σX-bar = σX-bar/sqrt(n) , i.e. the standard deviation of the sample mean X-bar? A. It decreases as the sample size n increases. B. It is a random variable. C. It varies each time a new sample is drawn. D. All of the above. (c) When the population standard deviation σX is not known, we must estimate the standard deviation of X bar using the sample standard deviation s sub x. Which of the following is true about the standard error of X bar, i.e. σ-hat X-bar =s sub-x / sqrt(n)? A. In general, it decreases as the sample size n increases. B. It is a random variable. C. It varies each time a new sample is drawn. D. All of the above

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
100%

For the multiple choice questions, circle the best answer.
(a) Let X-bar denote the sample mean. If the size of a randomly selected sample from a population is decreased from n = 400 to n = 100, then the standard deviation of X-bar will
A. increase by a factor of 4.
B. remain the same.
C. decrease by a factor of 4.
D. increase by a factor of 2.

(b) Assuming the population standard deviation σX is known, which of the following statements is true about σX-bar = σX-bar/sqrt(n) , i.e. the standard deviation of the sample mean X-bar?
A. It decreases as the sample size n increases.
B. It is a random variable.
C. It varies each time a new sample is drawn.
D. All of the above.

(c) When the population standard deviation σX is not known, we must estimate the standard
deviation of X bar using the sample standard deviation s sub x. Which of the following is true about the standard error of X bar, i.e. σ-hat X-bar =s sub-x / sqrt(n)?
A. In general, it decreases as the sample size n increases.
B. It is a random variable.
C. It varies each time a new sample is drawn.
D. All of the above.

Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps

Blurred answer
Knowledge Booster
Point Estimation, Limit Theorems, Approximations, and Bounds
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman