Profile Monitoring for Compositional Data

Autor: RUBÉN DARÍO GUEVARA-GONZÁLEZ, JOSÉ ALBERTO VARGAS-NAVAS, DORIAN LUIS LINERO-SEGRERA
Jazyk: angličtina
Rok vydání: 2014
Předmět:
Zdroj: Revista Colombiana de Estadística, Vol 37, Iss 1, Pp 159-181 (2014)
Druh dokumentu: article
ISSN: 0120-1751
DOI: 10.15446/rce.v37n1.44364
Popis: In a growing number of quality control applications, the quality of a product or process is best characterized and summarized by a functional relationship between a response variable and one or more explanatory variables. Profile monitoring is used to understand and to check the stability of this relationship over time. In some applications with compositional data, the relationship can be characterized by a Dirichlet regression model. We evaluate five T² control charts for monitoring these profiles in Phase I. A real example from production of concrete is given.
Databáze: Directory of Open Access Journals