The Magnificent Seven (neutron stars): Difference between revisions

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{{Infobox control chart
| name = u-chart
| proposer =        [[Walter A. Shewhart]]
| subgroupsize =    n > 1
| measurementtype = Number of nonconformances per unit
| qualitycharacteristictype = [[Variable and attribute (research)|Attributes data]]
| distribution =    [[Poisson distribution]]
| sizeofshift =    ≥ 1.5σ
| meanchart =      U control chart.svg
| meancenter =      <math>\bar u = \frac {\sum_{i=1}^m \sum_{j=1}^n \mbox{no. of defects for } x_{ij}}{mn}</math>
| meanlimits =      <math>\bar u \pm 3\sqrt{\frac {\bar u}{n}}</math>
| meanstatistic =  <math>\bar u_i = \frac {\sum_{j=1}^n \mbox{no. of defects for } x_{ij}}{n}</math>
}}
 
In [[statistical process control|statistical quality control]], the '''u-chart''' is a type of [[control chart]] used to monitor "count"-type data where the sample size is greater than one, typically the average number of nonconformities per unit.
 
The u-chart differs from the [[c-chart]] in that it accounts for the possibility that the number or size of inspection units for which nonconformities are to be counted may vary. Larger samples may be an economic necessity or may be necessary to increase the area of opportunity in order to track very low nonconformity levels.<ref>{{cite book | last = Montgomery | first = Douglas | title = Introduction to Statistical Quality Control | publisher = [[John Wiley & Sons]], Inc. | year = 2005 | location = [[Hoboken, New Jersey]] | pages = 294 | url = http://www.eas.asu.edu/~masmlab/montgomery/ | isbn = 978-0-471-65631-9 | oclc = 56729567}}</ref>
 
Examples of processes suitable for monitoring with a u-chart include:
*Monitoring the number of nonconformities per lot of raw material received where the lot size varies
*Monitoring the number of new infections in a hospital per day
*Monitoring the number of accidents for delivery trucks per day
 
As with the c-chart, the [[Poisson distribution]] is the basis for the chart and requires the same assumptions.
 
The control limits for this chart type are <math>\bar u \pm 3\sqrt{\frac{\bar u}{n}}</math> where <math>\bar u</math> is the estimate of the long-term process mean established during control-chart setup.  The observations <math>u_i = \frac{x_i}{n_i}</math> are plotted against these control limits, where x<SUB>i</SUB> is the number of nonconformities for the ith subgroup and n<SUB>i</SUB> is the number of inspection units in the ith subgroup.
 
==See also==
*[[c-chart]]
 
==References==
{{reflist}}
 
{{DEFAULTSORT:U-Chart}}
[[Category:Quality control tools]]
[[Category:Statistical charts and diagrams]]

Latest revision as of 06:10, 9 January 2015

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