GROUPED DATA SEQUENTIAL PROBABILITY RATIO TESTS AND CUMULATIVE SUM CONTROL CHARTS

Citation
Sh. Steiner et al., GROUPED DATA SEQUENTIAL PROBABILITY RATIO TESTS AND CUMULATIVE SUM CONTROL CHARTS, Technometrics, 38(3), 1996, pp. 230-237
Citations number
18
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00401706
Volume
38
Issue
3
Year of publication
1996
Pages
230 - 237
Database
ISI
SICI code
0040-1706(1996)38:3<230:GDSPRT>2.0.ZU;2-K
Abstract
Methodology is proposed for the design of sequential methods when data are obtained by gauging articles into groups. Exact expressions are o btained for the operating characteristics and average sampling number of Wald sequential probability ratio tests and for the average run len gth of cumulative sum (CUSUM) schemes based on grouped data. Step-by-s tep design algorithms are provided to assist the practitioner. The met hodology is illustrated assuming a normal process with known standard deviation in which we wish to detect shifts in the mean. An example fr om a progressive die operation is presented. The methods proposed are simple to implement and are an economical alternative to variables-dat a-based sequential sampling plans and CUSUM control charts.