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On nonlinear beta regression residuals.

Authors :
Espinheira, Patrícia L.
Santos, Evelyne G.
Cribari‐Neto, Francisco
Source :
Biometrical Journal; May2017, Vol. 59 Issue 3, p445-461, 17p
Publication Year :
2017

Abstract

We proposed a new residual to be used in linear and nonlinear beta regressions. Unlike the residuals that had already been proposed, the derivation of the new residual takes into account not only information relative to the estimation of the mean submodel but also takes into account information obtained from the precision submodel. This is an advantage of the residual we introduced. Additionally, the new residual is computationally less intensive than the weighted residual. Recall that the computation of the latter involves an [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03233847
Volume :
59
Issue :
3
Database :
Complementary Index
Journal :
Biometrical Journal
Publication Type :
Academic Journal
Accession number :
122813267
Full Text :
https://doi.org/10.1002/bimj.201600136