308 citations · 322 across the 5 of their papers we have counts for
5 papers
Asymptotic adjustments of Pearson residuals in exponential family nonlinear models
Andréa V. Rocha, Alexandre B. Simas
In this work we define a set of corrected Pearson residuals for continuous exponential family nonlinear models that have the same distribution as the true Pearson residuals up to o…
Improved residuals for linear regression models under heteroskedasticity of unknown form
Andréa V. Rocha, Evelina Shamarova, Alexandre B. Simas
In this work we introduce a new residual for normal linear models that are suitable for situations in which we are dealing with heteroskedasticity of unknown form, they are referre…
Skewness of maximum likelihood estimators in dispersion models
Alexandre B. Simas, Gauss M. Cordeiro, Andréa V. Rocha
We introduce the dispersion models with a regression structure to extend the generalized linear models, the exponential family nonlinear models (Cordeiro and Paula, 1989) and the p…
Improved estimators for dispersion models with dispersion covariates
Alexandre B. Simas, Andréa V. Rocha, Wagner Barreto-Souza
In this paper we discuss improved estimators for the regression and the dispersion parameters in an extended class of dispersion models (Jørgensen, 1996). This class extends the re…
Improved estimators for a general class of beta regression models
Alexandre B. Simas, Wagner Barreto-Souza, Andréa V. Rocha
In this paper we consider an extension of the beta regression model proposed by Ferrari and Cribari-Neto (2004). We extend their model in two different ways, first, we let the regr…