<b>Generalized estimating equations to evaluate the dependence of lifetime in confined Africanized bees

  • Carla Guimarães Brighenti Universidade Federal de São João del Rei
  • Yola Serpa Miranda Universidade Federal de São João del Rei
  • Mariana Resende Universidade Federal de Lavras
  • Marcelo Angelo Cirillo Universidade Federal de Lavras
  • Deodoro Magno Brighenti Universidade Federal de São João del Rei
Keywords: Apis, dependence, longevity, logit

Abstract

Research with honeybee needs experimentation in cages. In laboratory bioassays to assess the lifetime of Apis mellifera, each sampling unit contained a group of bees confined in a cage. Since current is a longitudinal analysis to assess the effect of time dependence on the survival of bees fed on different diets, generalized estimating equations applied to the logit model were used to assess the viability of incorporating correlation structures that related the survival of bees observed in each cage over time, so that the mortality of a given number of bees might influence the mortality of the others. Results showed that there was time dependence between the observations of bees inside the cages, and the working correlation matrix adjusted by longitudinal analysis was ‘Non-stationary-M-dependent’ in which the number of periods of dependence must be specified. Correlations are not the same for all observations of all periods. The solution with granulated sugar and the solution with granulated sugar enriched with lemon juice proved to have the lowest level of mortality during the assessed periods. Assay showed that bees tended to die during daytime.

 

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Author Biography

Carla Guimarães Brighenti, Universidade Federal de São João del Rei

Professora adjunto III da Universidade Federal de São João del Rei lotada no Departamento de Zootecnia e tem experiência na área de Estatística Aplicada atuando principalmente nos seguintes temas: testes frequentistas condicionais, análise sequencial, análise de sobrevivência, estatística aplicada a dados zootecnicos.

Published
2016-01-01
How to Cite
Brighenti, C. G., Miranda, Y. S., Resende, M., Cirillo, M. A., & Brighenti, D. M. (2016). <b&gt;Generalized estimating equations to evaluate the dependence of lifetime in confined Africanized bees. Acta Scientiarum. Technology, 38(1), 99-105. https://doi.org/10.4025/actascitechnol.v38i1.26633
Section
Statistics

 

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0.8
2019CiteScore
 
 
36th percentile
Powered by  Scopus