Monitoring for changes in parameters of Weibull processes /

We developed several new statistical process control charts

Bibliographic Details
Main Author: Kang, Hunku, 1959-
Format: Thesis Book
Language:English
Published: [Place of publication not identified] : [publisher not identified] ; 1997.
Subjects:
Online Access:http://proxy.library.tamu.edu/login?url=http://proquest.umi.com/pqdweb?did=739891111&sid=1&Fmt=2&clientId=2945&RQT=309&VName=PQD

MARC

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037 |a 97-29214  |b UMI 
040 |a TXA  |c TXA  |d UtOrBLW 
049 |a TXAM  |a TXAR 
099 |a 1997  |a Dissertation  |a K364 
100 1 |a Kang, Hunku,  |d 1959- 
245 1 0 |a Monitoring for changes in parameters of Weibull processes /  |c by Hunku Kang. 
264 1 |a [Place of publication not identified] :  |b [publisher not identified] ;  |c 1997. 
300 |a xii, 106 leaves :  |b illustrations ;  |c 28 cm. 
336 |a text  |b txt  |2 rdacontent 
337 |a unmediated  |b n  |2 rdamedia 
338 |a volume  |b nc  |2 rdacarrier 
504 |a Includes bibliographical references: pages 94-96. 
500 |a Vita. 
502 |b Ph. D.  |c Texas A&M University  |d 1997. 
500 |a "Major Subject: Industrial Engineering". 
530 |a Issued also on microfiche from University Microfilms Inc. 
520 |a We developed several new statistical process control charts  
520 |a for monitoring for changes in the scale and shape parameter  
520 |a of Weibull processess. Shewhaxt-type control charts on the  
520 |a MLEs of the process parameters were developed. The bootstrap  
520 |a percentile method was used to set up the control limits on  
520 |a each parameter. Using likelihood ratio tests (LRTS) for the  
520 |a change point hypotheses on the Weibull process parameters, we  
520 |a developed change point (CP) control charts for monitoring for  
520 |a changes in the scale and shape parameters of a given  
520 |a magnitude. We considered combinations of these CP charts as  
520 |a possible strategies for monitoring a Weibull process. We  
520 |a also utilize maximum likelihood estimates (MLES) of the  
520 |a process parameters to construct general changes in the  
520 |a parameters. Also, using LRTs for change point hypotheses on  
520 |a the Weibull process parameters, we constructed omnibus  
520 |a control charts. Average run lengths (ARLS) were computed for  
520 |a each control chart. The ARL performances of the control  
520 |a charts were compared over a variety of conditions.  
520 |a Combinations of control charts were considered as different  
520 |a strategies for monitoring Weibull processes. Recommendations  
520 |a based on ARL considerations were made for choosing a strategy  
520 |a for monitoring a Weibilll process. 
650 4 |a Major industrial engineering. 
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952 f f |p noncirc  |a Texas A&M University  |b College Station  |c Cushing Memorial Library & Archives  |s cush tdrm  |d Cushing: Theses & Dissertations Microforms (Does not check out)  |t 0  |e 1997 Dissertation K364  |h Other scheme  |i unmediated -- volume 
952 f f |a Texas A&M University  |b College Station  |c Electronic Resources  |s www_evans  |d Available Online  |t 0  |e 1997 Dissertation K364  |h Other scheme 
998 f f |a 1997 Dissertation K364  |t 0  |l Cushing: Theses & Dissertations Microforms (Does not check out) 
998 f f |a 1997 Dissertation K364  |t 0  |l Available Online