scholarly journals Heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions

2011 ◽  
Vol 81 (8) ◽  
pp. 1208-1217 ◽  
Author(s):  
Victor H. Lachos ◽  
Dipankar Bandyopadhyay ◽  
Aldo M. Garay
Keyword(s):  
Nonlinear Regression ◽  
Regression Models ◽  
Normal Distributions ◽  
Nonlinear Regression Models ◽  
Scale Mixtures ◽  
Skew Normal Distributions ◽  
Skew Normal

Nonlinear regression models based on scale mixtures of skew-normal distributions

2011 ◽  
Vol 40 (1) ◽  
pp. 115-124 ◽  
Author(s):  
Aldo M. Garay ◽  
Víctor H. Lachos ◽  
Carlos A. Abanto-Valle
Keyword(s):  
Nonlinear Regression ◽  
Regression Models ◽  
Normal Distributions ◽  
Nonlinear Regression Models ◽  
Scale Mixtures ◽  
Skew Normal Distributions ◽  
Skew Normal

Estimation and diagnostics for heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions

2012 ◽  
Vol 142 (7) ◽  
pp. 2149-2165 ◽  
Author(s):  
Filidor V. Labra ◽  
Aldo M. Garay ◽  
Victor H. Lachos ◽  
Edwin M.M. Ortega
Keyword(s):  
Nonlinear Regression ◽  
Regression Models ◽  
Normal Distributions ◽  
Nonlinear Regression Models ◽  
Scale Mixtures ◽  
Skew Normal Distributions ◽  
Skew Normal

Statistical diagnostics for nonlinear regression models based on scale mixtures of skew-normal distributions

2013 ◽  
Vol 84 (8) ◽  
pp. 1761-1778 ◽  
Author(s):  
Aldo M. Garay ◽  
Víctor H. Lachos ◽  
Filidor V. Labra ◽  
Edwin M.M. Ortega
Keyword(s):  
Nonlinear Regression ◽  
Regression Models ◽  
Normal Distributions ◽  
Nonlinear Regression Models ◽  
Scale Mixtures ◽  
Skew Normal Distributions ◽  
Skew Normal

Nonlinear regression models under skew scale mixtures of normal distributions

2016 ◽  
Vol 33 ◽  
pp. 131-146 ◽  
Author(s):  
Clécio S. Ferreira ◽  
Víctor H. Lachos
Keyword(s):  
Nonlinear Regression ◽  
Regression Models ◽  
Normal Distributions ◽  
Nonlinear Regression Models ◽  
Scale Mixtures ◽  
Mixtures Of Normal Distributions

Bayesian analysis of censored linear regression models with scale mixtures of skew-normal distributions

2017 ◽  
Vol 10 (3) ◽  
pp. 425-439 ◽  
Author(s):  
Monique B. Massuia ◽  
Aldo M. Garay ◽  
Celso R. B. Cabral ◽  
V. H. Lachos
Keyword(s):  
Linear Regression ◽  
Bayesian Analysis ◽  
Regression Models ◽  
Linear Regression Models ◽  
Normal Distributions ◽  
Scale Mixtures ◽  
Censored Linear Regression ◽  
Skew Normal Distributions ◽  
Skew Normal

Local influence analysis for regression models with scale mixtures of skew-normal distributions

2011 ◽  
Vol 38 (2) ◽  
pp. 343-368 ◽  
Author(s):  
C. B. Zeller ◽  
V. H. Lachos ◽  
F. E. Vilca-Labra
Keyword(s):  
Regression Models ◽  
Local Influence ◽  
Influence Analysis ◽  
Normal Distributions ◽  
Scale Mixtures ◽  
Skew Normal Distributions ◽  
Local Influence Analysis ◽  
Skew Normal
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