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Use of multinomial models for estimating work accident risk spatial distribution in a case-control study

Grant number: 07/01892-1
Support type:Scholarships in Brazil - Master
Effective date (Start): September 01, 2007
Effective date (End): February 28, 2009
Field of knowledge:Health Sciences - Collective Health - Epidemiology
Principal researcher:Ricardo Carlos Cordeiro
Grantee:Ana Carolina Cintra Nunes Mafra
Home Institution: Faculdade de Ciências Médicas (FCM). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil

Abstract

This research aims at to study measures of risk for case-control studies, especially when the intention is a space analysis of these risks. Amongst the forms of attainment of the relations between the interest variables, it aims at to compare two classes of models – Generalized Linear Models (GLM) and Generalized Additive Models (GAM). Also they allow to extend the analyses of case-control studies when transforming a binary variable into multinomial (in the case, the gravity of the outcome will be considered). It also aims at to apply the studied methods to the data obtained by a hospital-based case-control study analyzing occupational accidents in the city of Piracicaba, and they association with covariates.

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Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
ANA CAROLINA CINTRA NUNES MAFRA; LUCIANA BERTOLDI NUCCI; RICARDO CORDEIRO; CELSO STEPHAN. Estudo caso-controle com resposta multinomial: uma proposta de análise. Cadernos de Saúde Pública, v. 26, n. 3, p. -, Mar. 2010.

Please report errors in scientific publications list by writing to: cdi@fapesp.br.