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(Referência obtida automaticamente do Web of Science, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores.)

CUSUM and EWMA Control Charts for Negative Binomial Distribution

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Autor(es):
Urbieta, Pablo ; Ho, Linda Lee ; Alencar, Airlane
Número total de Autores: 3
Tipo de documento: Artigo Científico
Fonte: QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL; v. 33, n. 4, p. 793-801, JUN 2017.
Citações Web of Science: 2
Resumo

In public health surveillance, control charts based on the daily number of hospitalizations may be monitored to detect outbreaks and/or to plan the offer of health assistance. Ageneralized linear model with negative binomial distribution is proposed to the number of hospitalizations, and it depends on the exposed population and covariates, as the day of week and sines and cosines to describe the seasonality. The objective of this study is to compare (in terms of ARL1) the exponentially weighted moving average and the cumulative sum control charts for monitoring daily counts based on simulations of the daily number of hospitalizations due to respiratory diseases for people over 65 years old in Sao Paulo city (Brazil). Copyright (C) 2016 John Wiley \& Sons, Ltd. (AU)

Processo FAPESP: 13/00506-1 - Séries temporais, ondaletas e análise de dados funcionais
Beneficiário:Pedro Alberto Morettin
Modalidade de apoio: Auxílio à Pesquisa - Temático