R-environment package for regression analysis

Author:

Arnhold Emmanuel1

Affiliation:

1. Universidade Federal de Goiás, Brazil

Abstract

Abstract: The objective of this work was to develop a package in the R environment for automating and facilitating the regression analysis. Named easyreg, the package offers five functions. The er1 function performs analyses in 13 models, including linear, nonlinear, and mixed models. The er2 function considers the lack of fit in the analyses and in the following designs: completely randomized, randomized complete block, Latin squares, and repeated Latin squares. The regplot function generates graphics; the bl function estimates two-segment models; and the regtest function tests the equality of parameters and the identity of the models. These functions allow of a great number of analyses and confer practicality and versatility to the regression analysis.

Publisher

FapUNIFESP (SciELO)

Subject

Agronomy and Crop Science,Animal Science and Zoology

Reference16 articles.

1. easyreg: Easy Regression;ARNHOLD E.,2016

2. Package in the R-environment for analysis of variance and complementary analyses;ARNHOLD E.;Brazilian Journal of Veterinary Research and Animal Science,2013

3. Pacote em ambiente R para automatizar estatísticas descritivas;ARNHOLD E.;Sigmae,2014

4. ExpDes: experimental designs package;FERREIRA E.B.,2013

5. An interactive biplot implementation in R for modeling genotype-by-environment interaction;FRUTOS E.;Stochastic Environmental Research and Risk Assessment,2014

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