Two decision rules are given here. Assume they apply to a normally distributed quality characteristic and the sample size is n = 5. (a) Rule 1: The control chart uses the three-sigma control limits. If one or more of the next seven samples yield values of the sample average that fall outside the control limits, conclude that the process is out of control. i) What is the probability that a sample average is outside the 3-sigma control limits? ii) What is the α-error probability for the control chart under Rule 1?

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter13: Probability And Calculus
Section13.2: Expected Value And Variance Of Continuous Random Variables
Problem 10E
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Two decision rules are given here. Assume they apply to a normally distributed quality characteristic and the sample size is n = 5.

(a) Rule 1: The control chart uses the three-sigma control limits. If one or more of the next seven samples yield values of the sample average that fall outside the control limits, conclude that the process is out of control.

i) What is the probability that a sample average is outside the 3-sigma control limits?

ii) What is the α-error probability for the control chart under Rule 1?

Q2. Two decision rules are given here. Assume they apply to a normally distributed quality
characteristic and the sample size is n = 5.
(a) Rule 1: The control chart uses the three-sigma control limits. If one or more of the next seven
samples yield values of the sample average that fall outside the control limits, conclude that the
process is out of control.
i) What is the probability that a sample average is outside the 3-sigma control limits?
ii) What is the a-error probability for the control chart under Rule 1?
Transcribed Image Text:Q2. Two decision rules are given here. Assume they apply to a normally distributed quality characteristic and the sample size is n = 5. (a) Rule 1: The control chart uses the three-sigma control limits. If one or more of the next seven samples yield values of the sample average that fall outside the control limits, conclude that the process is out of control. i) What is the probability that a sample average is outside the 3-sigma control limits? ii) What is the a-error probability for the control chart under Rule 1?
Expert Solution
Step 1:-

a) Rule 1: i) The probability that a sample average is outside the 3-sigma control limits can be calculated as follows:

UCL = µ + 3σ/√n

LCL = µ -3σ/√n

 

where µ is the mean of the population,

n is sample size,

and σ is standard deviation of population 

 

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