Controlling multiple stream processes with principal components

George Runger; F. B. Alt; Douglas Montgomery

doi:10.1080/00207549608905074

Controlling multiple stream processes with principal components

George Runger, F. B. Alt, Douglas Montgomery

Research output: Contribution to journal › Article › peer-review

31 Scopus citations

Abstract

A model for the measurements from a multiple stream process is analysed as a special case of a multivariate control chart by principal components analysis. The principal components meet the objective of partitioning the control problem into statistics that are sensitive to two types of assignable causes. Simple test statistics result and performance analyses are provided.

Original language	English (US)
Pages (from-to)	2991-2999
Number of pages	9
Journal	International Journal of Production Research
Volume	34
Issue number	11
DOIs	https://doi.org/10.1080/00207549608905074
State	Published - Nov 1996

ASJC Scopus subject areas

Strategy and Management
Management Science and Operations Research
Industrial and Manufacturing Engineering

Access to Document

10.1080/00207549608905074

Cite this

@article{6e20298c396545dcbdd2a8d9c2aa883d,

title = "Controlling multiple stream processes with principal components",

abstract = "A model for the measurements from a multiple stream process is analysed as a special case of a multivariate control chart by principal components analysis. The principal components meet the objective of partitioning the control problem into statistics that are sensitive to two types of assignable causes. Simple test statistics result and performance analyses are provided.",

author = "George Runger and Alt, {F. B.} and Douglas Montgomery",

year = "1996",

month = nov,

doi = "10.1080/00207549608905074",

language = "English (US)",

volume = "34",

pages = "2991--2999",

journal = "International Journal of Production Research",

issn = "0020-7543",

publisher = "Taylor and Francis Ltd.",

number = "11",

}

TY - JOUR

T1 - Controlling multiple stream processes with principal components

AU - Runger, George

AU - Alt, F. B.

AU - Montgomery, Douglas

PY - 1996/11

Y1 - 1996/11

N2 - A model for the measurements from a multiple stream process is analysed as a special case of a multivariate control chart by principal components analysis. The principal components meet the objective of partitioning the control problem into statistics that are sensitive to two types of assignable causes. Simple test statistics result and performance analyses are provided.

AB - A model for the measurements from a multiple stream process is analysed as a special case of a multivariate control chart by principal components analysis. The principal components meet the objective of partitioning the control problem into statistics that are sensitive to two types of assignable causes. Simple test statistics result and performance analyses are provided.

UR - http://www.scopus.com/inward/record.url?scp=0030288071&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0030288071&partnerID=8YFLogxK

U2 - 10.1080/00207549608905074

DO - 10.1080/00207549608905074

M3 - Article

AN - SCOPUS:0030288071

SN - 0020-7543

VL - 34

SP - 2991

EP - 2999

JO - International Journal of Production Research

JF - International Journal of Production Research

IS - 11

ER -

Controlling multiple stream processes with principal components

Abstract

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this