<b>Evaluation of the behavior of thrips in several ground covers by regression models

Authors

  • Angela Maria Marcone de Araujo Universidade Estadual de Maringá
  • Josmar Mazucheli Universidade Estadual de Maringá
  • Carlos Alberto Scapim Universidade Estadual de Maringá
  • Fernando Alves de Albuquerque Universidade Estadual de Maringá
  • Marcelo Vivas Universidade Estadual do Norte Fluminense

DOI:

https://doi.org/10.4025/actascitechnol.v40i1.31008

Keywords:

ground cover, nonlinear regression, heteroscedastic errors.

Abstract

 

 Using the number of thrips found in the maize seedlings from a longitudinal study, in this work a regression analysis was conducted through polynomial models and nonlinear logistic, under the assumption of homoscedasticity and multiplicative heteroscedasticity of variances. The response variable represents the number of thrips in adult phase observed in an entirely randomized trial involving 4 ground cover systems (tumbled oat, desiccated oat, mowed oat and incorporated oat), 8 replications with portions of 57.6 m2 and evaluated at 7, 11, 16, 23 and 31 days after the seedlings emergence. The parameters from the adopted models (homoscedastic and heteroscedastic) were estimated by maximizing the logarithm of the verisimilitude function. The adjusted model, via maximum verisimilitude, under the assumption of heteroscedasticity of the variances, did not over estimate the true asymptotic average number of thrips.

 

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Author Biographies

Angela Maria Marcone de Araujo, Universidade Estadual de Maringá

Departamento de Estatí­stica. Estatí­stica e Probabilidade

Josmar Mazucheli, Universidade Estadual de Maringá

Departamento de Estatí­stica da Universidade Estadual de Maringá, Maringá, PR, Brasil.

Carlos Alberto Scapim, Universidade Estadual de Maringá

Departamento de Agronomia da Universidade Estadual de Maringá, Maringá, PR, Brasil.

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Published

2018-01-01

How to Cite

Araujo, A. M. M. de, Mazucheli, J., Scapim, C. A., Albuquerque, F. A. de, & Vivas, M. (2018). <b>Evaluation of the behavior of thrips in several ground covers by regression models. Acta Scientiarum. Technology, 40(1), e31008. https://doi.org/10.4025/actascitechnol.v40i1.31008

 

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2019CiteScore
 
 
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0.8
2019CiteScore
 
 
36th percentile
Powered by  Scopus