Control Chart Process: Detecting Shifts with 3 Sigma Limits and Mean Changes

  • Thread starter Thread starter axnman
  • Start date Start date
  • Tags Tags
    Control
Click For Summary

Homework Help Overview

The discussion revolves around a statistical problem related to control charts and the detection of shifts in process means. The original poster is exploring the probability of detecting a shift in the mean of a process when certain conditions regarding sigma limits are met.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants are attempting to clarify the conditions under which a process is considered out of control and how to calculate the probability of detecting a shift in the mean. There are questions about the implications of points plotting outside of sigma limits and the significance of consecutive points within specific ranges.

Discussion Status

The discussion is ongoing, with participants seeking clarification on the problem statement and the statistical context. Some have expressed confusion about the original poster's explanation, indicating that further details may be needed to facilitate understanding.

Contextual Notes

The original poster has provided specific parameters for the problem, including sample size, initial mean, standard deviation, and the nature of the control chart rules. There is an emphasis on the conditions for declaring a process out of control, which are central to the probability calculation being discussed.

axnman
Messages
14
Reaction score
0
Process is Out of control if 1 point plots outside 3-sigma limits or 2 consecutive points between 2-sigma & 3-sigma on same side...

if mean changes to mean1=mean0 + 9...what is probability to detect shift on 1st or 2nd sample following shift?

Point outside 3 sigma is ok but what @ the 2 consecutive points between...please help!
 
Physics news on Phys.org
This is absolutely opaque. I think you are dealing with a statistics situation but it's not clear from what you have said. Please try to clarify exactly what your problem says.
 
Ya statistics situation...sorry @ that,...

basically want to calculate the probability of detecting the shift on the first or the second sample when mean (say 200) shifts to a new value = mean + 9 (say 209)...(an out control situation is given as : if 1 point plots outside 3-sigma limits or 2 consecutive points between 2-sigma & 3-sigma on same side)
 
here is the actual question :

Samples of n=4 items are taken from a process at regular intervals. Suppose process mean is 200 and stnd. dev. =10

Assume the following rule is applied to control chart with 3-sigma limits:

The process is declared out of control when either a point plots outside of the 3-sigma limit OR 2 consecutive points plot between the 2-sigma & 3-sigma limits on the same side of the chart. If the process mean shifts to 209, what is the probability that the shift will be detected on the first or the second sample following the shift?
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 0 ·
Replies
0
Views
2K
  • · Replies 10 ·
Replies
10
Views
4K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
12
Views
3K
  • · Replies 22 ·
Replies
22
Views
6K
  • · Replies 5 ·
Replies
5
Views
7K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 27 ·
Replies
27
Views
4K