Let p be the probability that your printer operates successfully for a job, and suppose that the operation is independent across jobs. You have printed 20 jobs in a day, and all are successful. a. You want to find out how reliable your printer is. The point estimate for the reliability p is just 1, and the standard error is 0. We know a printer cannot always work, so this approach clearly fails. Instead, test the hypothesis Ho :p = Po HA :p > Po VS = 0.92. First write down the formula for calculating at the 0.05 significance level, where po the p-value. Then use pbinom to find the p-value for this problem. b. Create a confidence interval for the success probability p by inverting the hypothesis test (namely, the confidence interval contains all po so that you do not reject Ho; for code implementation, discretize the candidate po E [0, 1]). This interval estimate is a more reasonable assessment of the reliablity than the point estimate. c. Use binom.test to verify your result in the last part.

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
D5
Let p be the probability that your printer operates successfully for a job, and suppose that the
operation is independent across jobs. You have printed 20 jobs in a day, and all are successful.
a. You want to find out how reliable your printer is. The point estimate for the reliability p is just
1, and the standard error is 0. We know a printer cannot always work, so this approach
clearly fails. Instead, test the hypothesis
Họ :p = Po
HA :p > Po
VS
0.92. First write down the formula for calculating
at the 0.05 significance level, where po
the p-value. Then use pbinom to find the p-value for this problem.
b. Create a confidence interval for the success probability p by inverting the hypothesis test
(namely, the confidence interval contains all po so that you do not reject Ho; for code
implementation, discretize the candidate po E [0, 1]). This interval estimate is a more
reasonable assessment of the reliablity than the point estimate.
c. Use binom.test to verify your result in the last part.
Transcribed Image Text:Let p be the probability that your printer operates successfully for a job, and suppose that the operation is independent across jobs. You have printed 20 jobs in a day, and all are successful. a. You want to find out how reliable your printer is. The point estimate for the reliability p is just 1, and the standard error is 0. We know a printer cannot always work, so this approach clearly fails. Instead, test the hypothesis Họ :p = Po HA :p > Po VS 0.92. First write down the formula for calculating at the 0.05 significance level, where po the p-value. Then use pbinom to find the p-value for this problem. b. Create a confidence interval for the success probability p by inverting the hypothesis test (namely, the confidence interval contains all po so that you do not reject Ho; for code implementation, discretize the candidate po E [0, 1]). This interval estimate is a more reasonable assessment of the reliablity than the point estimate. c. Use binom.test to verify your result in the last part.
Expert Solution
steps

Step by step

Solved in 4 steps

Blurred answer
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