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

Monique B. Massuia; Aldo M. Garay; Celso R. B. Cabral; V. H. Lachos

doi:10.4310/sii.2017.v10.n3.a7

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

Statistics and Its Interface ◽

10.4310/sii.2017.v10.n3.a7 ◽

2017 ◽

Vol 10 (3) ◽

pp. 425-439 ◽

Cited By ~ 4

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

Download Full-text

Likelihood-based inference for censored linear regression models with scale mixtures of skew-normal distributions

Journal of Applied Statistics ◽

10.1080/02664763.2017.1408788 ◽

2017 ◽

Vol 45 (11) ◽

pp. 2039-2066 ◽

Cited By ~ 2

Author(s):

Thalita do Bem Mattos ◽

Aldo M. Garay ◽

Victor H. Lachos

Keyword(s):

Linear Regression ◽

Regression Models ◽

Linear Regression Models ◽

Normal Distributions ◽

Scale Mixtures ◽

Censored Linear Regression ◽

Skew Normal Distributions ◽

Skew Normal

Download Full-text

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

Journal of Applied Statistics ◽

10.1080/02664763.2015.1048671 ◽

2015 ◽

Vol 42 (12) ◽

pp. 2694-2714 ◽

Cited By ~ 11

Author(s):

Aldo M. Garay ◽

Heleno Bolfarine ◽

Victor H. Lachos ◽

Celso R.B. Cabral

Keyword(s):

Linear Regression ◽

Bayesian Analysis ◽

Regression Models ◽

Linear Regression Models ◽

Normal Distributions ◽

Scale Mixtures ◽

Censored Linear Regression ◽

Mixtures Of Normal Distributions

Download Full-text

An extension of Birnbaum-Saunders distributions based on scale mixtures of skew-normal distributions with applications to regression models

10.11606/t.45.2018.tde-14052018-202935 ◽

2018 ◽

Author(s):

Rocio Paola Maehara Sánchez

Keyword(s):

Regression Models ◽

Normal Distributions ◽

Scale Mixtures ◽

Skew Normal Distributions ◽

Skew Normal

Download Full-text

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

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2010.08.003 ◽

2011 ◽

Vol 40 (1) ◽

pp. 115-124 ◽

Cited By ~ 16

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

Download Full-text

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

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2012.02.018 ◽

2012 ◽

Vol 142 (7) ◽

pp. 2149-2165 ◽

Cited By ~ 15

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

Download Full-text

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

Journal of Applied Statistics ◽

10.1080/02664760903406504 ◽

2011 ◽

Vol 38 (2) ◽

pp. 343-368 ◽

Cited By ~ 15

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

Download Full-text

Bayesian nonlinear regression models with scale mixtures of skew-normal distributions: Estimation and case influence diagnostics

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2010.05.032 ◽

2011 ◽

Vol 55 (1) ◽

pp. 588-602 ◽

Cited By ~ 35

Author(s):

Vicente G. Cancho ◽

Dipak K. Dey ◽

Victor H. Lachos ◽

Marinho G. Andrade

Keyword(s):

Nonlinear Regression ◽

Regression Models ◽

Normal Distributions ◽

Nonlinear Regression Models ◽

Scale Mixtures ◽

Influence Diagnostics ◽

Skew Normal Distributions ◽

Skew Normal

Download Full-text

A Non-iterative Bayesian Sampling Algorithm for Linear Regression Models with Scale Mixtures of Normal Distributions

Computational Economics ◽

10.1007/s10614-016-9580-5 ◽

2016 ◽

Vol 49 (4) ◽

pp. 579-597 ◽

Cited By ~ 2

Author(s):

Fengkai Yang ◽

Haijing Yuan

Keyword(s):

Linear Regression ◽

Regression Models ◽

Linear Regression Models ◽

Sampling Algorithm ◽

Normal Distributions ◽

Bayesian Sampling ◽

Scale Mixtures ◽

Mixtures Of Normal Distributions

Download Full-text

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

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2013.766188 ◽

2013 ◽

Vol 84 (8) ◽

pp. 1761-1778 ◽

Cited By ~ 6

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

Download Full-text

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

Statistics & Probability Letters ◽

10.1016/j.spl.2011.03.019 ◽

2011 ◽

Vol 81 (8) ◽

pp. 1208-1217 ◽

Cited By ~ 14

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

Download Full-text