<b>Applying regression models with skew-normal errors to the height of bedding plants of <i>Stevia rebaudiana</i> (Bert) Bertoni

Authors

  • Terezinha Aparecida Guedes Universidade Estadual de Maringá
  • Robson Marcelo Rossi Universidade Estadual de Maringá
  • Ana Beatriz Tozzo Martins Universidade Estadual de Maringá
  • Vanderly Janeiro Universidade Estadual de Maringá
  • José Walter Pedroza Carneiro Universidade Estadual de Maringá

DOI:

https://doi.org/10.4025/actascitechnol.v36i3.21191

Keywords:

skew-normal distribution, parameter estimation, regression with skew-normal errors

Abstract

The experiment had the objective of fitting regression models to data of the height of the bedding plants cultivated in three multicellular Styrofoam trays with three different cell volumes. We proposed two types of models in the current experiment. First, we fit a model with normal errors and next a model with a skew-normal distribution of errors. The skew-normal regression was suitable for modelling both cases. First, when the model included the time covariate and next when the cell size covariate was part of the model. However, the value of the parameter l for the multivariate model was very high, which is an indication that the skew-normal model is also not the best. Thus, we suggest further fitting using the skew regression model of t-Student.

 

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Author Biographies

Terezinha Aparecida Guedes, Universidade Estadual de Maringá

Professora do Departamento de Estatí­stica

DES/UEM

Robson Marcelo Rossi, Universidade Estadual de Maringá

Professor do Departamento de Estatí­stica

DES/UEM

Ana Beatriz Tozzo Martins, Universidade Estadual de Maringá

Professora do Departamento de Estatí­stica

DES/UEM

Vanderly Janeiro, Universidade Estadual de Maringá

Professor do Departamento de Estatí­stica

DES/UEM

José Walter Pedroza Carneiro, Universidade Estadual de Maringá

Professor do departamento de Agronomia

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Published

2014-02-26

How to Cite

Guedes, T. A., Rossi, R. M., Martins, A. B. T., Janeiro, V., & Carneiro, J. W. P. (2014). <b>Applying regression models with skew-normal errors to the height of bedding plants of <i>Stevia rebaudiana</i> (Bert) Bertoni. Acta Scientiarum. Technology, 36(3), 463–468. https://doi.org/10.4025/actascitechnol.v36i3.21191

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