Zero-inflated Poisson regression models for QTL mapping applied to tick-resistance in a Gyr x Holstein F2 population

Author:

Silva Fabyano Fonseca1,Tunin Karen P.2,Rosa Guilherme J.M.3,Silva Marcos V.B. da4,Azevedo Ana Luisa Souza4,Verneque Rui da Silva4,Machado Marco Antonio4,Packer Irineu Umberto5

Affiliation:

1. Universidade Federal de Viçosa, Brazil; University of Wisconsin, USA

2. Universidade de São Paulo, Brazil; University of Wisconsin, USA

3. University of Wisconsin, USA

4. Centro Nacional de Pesquisa de Gado de Leite, Brazil

5. Universidade de São Paulo, Brazil

Publisher

FapUNIFESP (SciELO)

Subject

Genetics,Molecular Biology

Reference22 articles.

1. The transformation of Poisson, binomial andnegative-binomial data;Ascombe FJ;Biometrika,1948

2. On the use of linearregression and maximum likelihood for QTL mapping in half-sib designs;Baret PV;Genet Res,1998

3. An analysis of transformations;Box GEP;J R Stat Soc Series B Stat Methodol,1964

4. SAS Global Forum: Statistics and Data Analysis;Chow NT,2009

5. Zero-inflated generalized Poisson regression mixture model for mapping quantitative trait loci underlying count trait with many zeros;Cui Y;J Theor Biol,2009

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