Accession Number : ADA310553
Title : Topics in Statistical Process Control.
Descriptive Note : Final rept.,
Corporate Author : MILITARY ACADEMY WEST POINT NY
Personal Author(s) : Olwell, David H.
PDF Url : ADA310553
Report Date : MAR 1996
Pagination or Media Count : 180
Abstract : The inverse gaussian distribution can be used to model processes with skewed output. In this thesis, several Shewhard and CUSUM control schemes are developed for the inverse gaussian distribution. The behavior of these schemes is described. A new type of Shewhart chart, a self-starting Shewhart chart, is developed and applied to the inverse gaussian distribution. A second new type of control chart, which controls simultaneously for multiple parameters, is developed and shown to have some useful properties. Predictive Shewhart schemes, based on a diffuse prior, are developed and used for control.
Descriptors : *STATISTICAL PROCESSES, *STOCHASTIC CONTROL, MATHEMATICAL MODELS, ALGORITHMS, COMPUTERIZED SIMULATION, SOFTWARE ENGINEERING, OPTIMIZATION, PROBABILITY DISTRIBUTION FUNCTIONS, RANDOM VARIABLES, TIME SERIES ANALYSIS, INPUT OUTPUT PROCESSING, PROBABILITY DENSITY FUNCTIONS, SYSTEMS ANALYSIS, COMPUTER AIDED MANUFACTURING, CONTROL THEORY, COMPUTER PROGRAM VERIFICATION, BIVARIATE ANALYSIS, BROWNIAN MOTION, NORMAL DISTRIBUTION, GOODNESS OF FIT TESTS.
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE