Edit Profile (opens in new tab) Lachos Dávila, Víctor Hugo Compute Distance To: Compute Author ID: lachos-davila.victor-hugo Published as: Lachos, Victor H.; Lachos, Víctor H.; Lachos, V. H.; Lachos, Victor Hugo; Lachos, Víctor Hugo; Lachos Dávila, Víctor Hugo; Lachos, Victor. H. more...less External Links: MGP Documents Indexed: 102 Publications since 2005, including 1 Book Co-Authors: 61 Co-Authors with 101 Joint Publications 1,387 Co-Co-Authors all top 5 Co-Authors 1 single-authored 20 Bolfarine, Heleno 16 Cabral, Celso Rômulo Barbosa 14 Castro, Luis Mauricio 14 Dey, Dipak Kumar 13 Garay, Aldo M. 13 Matos, Larissa A. 9 Abanto-Valle, Carlos Antonio 9 Prates, Marcos Oliveira 8 Cancho, Vicente Garibay 8 Galarza, Christian E. 8 Labra, Filidor Vilca 8 Zeller, Camila Borelli 7 Bandyopadhyay, Dipankar 6 Montenegro, Lourdes Coral C. 6 Ortega, Edwin Moises Marcos 5 Arellano-Valle, Reinaldo Boris 5 Ferreira, Clécio S. 5 Ghosh, Pulak 4 Aoki, Reiko 4 Lin, Tsung I. 4 Schumacher, Fernanda L. 3 Azevedo, Caio Lucidius Naberezny 3 Costa, Denise Reis 3 Louzada, Francisco 2 Balakrishnan, Narayanaswamy 2 Benites, Luis 2 Chen, Minghui 2 da Silva Ferreira, Clécio 2 de Alencar, Francisco H. C. 2 Ferreira, Guillermo P. 2 Garibay, V. 2 Massuia, Monique B. 2 Migon, Helio S. 2 Vilca-Labra, Filidor E. 2 Wang, Wan-Lun 1 Andrade, Marinho Gomes 1 Angolini, T. 1 Basso, Rodrigo M. 1 Bayes, Cristian L. 1 Bazán, Jorge Luis 1 Blas, Betsabé 1 Carvalho, Rignaldo R. 1 Chen, Kun 1 Dias, Ronaldo 1 do Bem Mattos, Thalita 1 Enriquez, I. 1 Galea, Manuel 1 Gonçalves, Flávio Bambirra 1 Hashimoto, Elizabeth M. 1 Lachos, Alberto 1 Madruga, Maria Regina 1 Maehara, Rocío 1 Morales, Christian E. Galarza 1 Moreno, Edgar J. López 1 Nuñez Lemus, Marcela 1 Ozan, Suat Canberk 1 Padilla, Juan L. 1 Pinheiro, Hildete P. 1 Ramos, Pedro Luiz 1 Vilca, Filidor 1 Zhang, Panpan all top 5 Serials 11 Computational Statistics and Data Analysis 10 Journal of Applied Statistics 9 Statistical Papers 7 Journal of Multivariate Analysis 6 Statistics and Its Interface 5 Journal of Statistical Computation and Simulation 5 Statistical Methodology 4 Journal of Statistical Planning and Inference 4 Statistics 4 Brazilian Journal of Probability and Statistics 3 Test 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 Statistica Sinica 2 Advances in Data Analysis and Classification. ADAC 2 Sankhyā. Series B 2 Chilean Journal of Statistics 2 Statistics and Computing 1 The Canadian Journal of Statistics 1 Metrika 1 Biometrical Journal 1 Biometrics 1 Metron 1 Statistics & Probability Letters 1 Journal of Classification 1 Estadística 1 Computational Statistics 1 Australian & New Zealand Journal of Statistics 1 Methodology and Computing in Applied Probability 1 Applied Stochastic Models in Business and Industry 1 SORT. Statistics and Operations Research Transactions 1 Journal of the Korean Statistical Society 1 Journal of Statistical Theory and Practice 1 AStA. Advances in Statistical Analysis 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Sankhyā 1 SpringerBriefs in Statistics all top 5 Fields 101 Statistics (62-XX) 20 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Biology and other natural sciences (92-XX) 1 General algebraic systems (08-XX) 1 Ordinary differential equations (34-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 93 Publications have been cited 931 times in 453 Documents Cited by ▼ Year ▼ Likelihood based inference for skew-normal independent linear mixed models. Zbl 1186.62071Lachos, Victor H.; Ghosh, Pulak; Arellano-Valle, Reinaldo B. 95 2010 Multivariate mixture modeling using skew-normal independent distributions. Zbl 1239.62058Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Prates, Marcos O. 55 2012 Robust mixture modeling based on scale mixtures of skew-normal distributions. Zbl 1284.62193Basso, Rodrigo M.; Lachos, Víctor H.; Barbosa Cabral, Celso Rômulo; Ghosh, Pulak 54 2010 Skew normal measurement error models. Zbl 1077.62043Arellano-Valle, R. B.; Ozan, S.; Bolfarine, H.; Lachos, V. H. 45 2005 Skew scale mixtures of normal distributions: properties and estimation. Zbl 1213.62023Da Silva Ferreira, Clécio; Bolfarine, Heleno; Lachos, Víctor H. 38 2011 Likelihood-based inference for multivariate skew-normal regression models. Zbl 1124.62037Lachos, Víctor H.; Bolfarine, Heleno; Arellano-Valle, Reinaldo B.; Montenegro, Lourdes C. 37 2007 A nonlinear regression model with skew-normal errors. Zbl 1247.62160Cancho, Vicente G.; Lachos, Víctor H.; Ortega, Edwin M. M. 34 2010 Likelihood-based inference for mixed-effects models with censored response using the multivariate-\(t\) distribution. Zbl 06202709Matos, Larissa A.; Prates, Marcos O.; Chen, Ming-Hui; Lachos, Victor H. 24 2013 Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective. Zbl 1183.62048Lachos, Victor H.; Dey, Dipak K.; Cancho, Vicente G. 23 2009 Bayesian nonlinear regression models with scale mixtures of skew-normal distributions: estimation and case influence diagnostics. Zbl 1247.62083Cancho, Vicente G.; Dey, Dipak K.; Lachos, Victor H.; Andrade, Marinho G. 21 2011 On estimation and influence diagnostics for zero-inflated negative binomial regression models. Zbl 1328.65029Garay, Aldo M.; Hashimoto, Elizabeth M.; Ortega, Edwin M. M.; Lachos, Víctor H. 21 2011 Multivariate measurement error models based on scale mixtures of the skew-normal distribution. Zbl 1291.62120Lachos, V. H.; Labra, F. V.; Bolfarine, H.; Ghosh, Pulak 20 2010 Robust Bayesian analysis of heavy-tailed stochastic volatility models using scale mixtures of normal distributions. Zbl 1284.91579Abanto-Valle, C. A.; Bandyopadhyay, D.; Lachos, V. H.; Enriquez, I. 19 2010 Linear and nonlinear mixed-effects models for censored HIV viral loads using normal/independent distributions. Zbl 1274.62806Lachos, Victor H.; Bandyopadhyay, Dipankar; Dey, Dipak K. 18 2011 Linear censored regression models with scale mixtures of normal distributions. Zbl 1394.62131Garay, Aldo M.; Lachos, Victor H.; Bolfarine, Heleno; Cabral, Celso R. B. 18 2017 Influence diagnostics for Student-\(t\) censored linear regression models. Zbl 1382.62050Massuia, Monique B.; Cabral, Celso Rômulo Barbosa; Matos, Larissa A.; Lachos, Víctor H. 18 2015 On estimation and local influence analysis for measurement errors models under heavy-tailed distributions. Zbl 1434.62152Lachos, V. H.; Angolini, T.; Abanto-Valle, C. A. 17 2011 Estimation and diagnostics for heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1408.62123Labra, Filidor V.; Garay, Aldo M.; Lachos, Victor H.; Ortega, Edwin M. M. 16 2012 Robust mixture regression modeling based on scale mixtures of skew-normal distributions. Zbl 1342.62113Zeller, Camila B.; Cabral, Celso R. B.; Lachos, Víctor H. 15 2016 Bayesian inference for skew-normal linear mixed models. Zbl 07252103Arellano-Valle, R. B.; Bolfarine, H.; Lachos, V. H. 15 2007 Bayesian analysis of skew-normal independent linear mixed models with heterogeneity in the random-effects population. Zbl 1229.62026Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Madruga, Maria Regina 14 2012 Finite mixture modeling of censored data using the multivariate Student-\(t\) distribution. Zbl 1397.62221Lachos, Víctor H.; Moreno, Edgar J. López; Chen, Kun; Cabral, Celso Rômulo Barbosa 13 2017 Nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1296.62141Garay, Aldo M.; Lachos, Víctor H.; Abanto-Valle, Carlos A. 12 2011 Influence diagnostics in linear and nonlinear mixed-effects models with censored data. Zbl 1365.62374Matos, Larissa A.; Lachos, Victor H.; Balakrishnan, N.; Labra, Filidor V. 12 2013 Local influence analysis for skew-normal linear mixed models. Zbl 1159.62050Montenegro, Lourdes C.; Lachos, Victor H.; Bolfarine, Heleno 12 2009 Bayesian inference in nonlinear mixed-effects models using normal independent distributions. Zbl 1468.62109Lachos, Victor H.; Castro, Luis M.; Dey, Dipak K. 11 2013 Influence diagnostics for skew-normal linear mixed models. Zbl 1193.62123Bolfarine, Heleno; Montenegro, Lourdes C.; Lachos, Victor H. 10 2007 Likelihood-based inference for multivariate skew scale mixtures of normal distributions. Zbl 1443.62133Ferreira, Clécio S.; Lachos, Víctor H.; Bolfarine, Heleno 10 2016 Influence diagnostics for the Grubbs’s model. Zbl 1125.62078Lachos, Víctor H.; Vilca, Filidor; Galea, Manuel 9 2007 Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-\(t\) distribution. Zbl 1331.62294Castro, Luis Mauricio; Costa, Denise Reis; Prates, Marcos Oliveira; Lachos, Victor Hugo 9 2015 Skew-normal/independent linear mixed models for censored responses with applications to HIV viral loads. Zbl 1244.62076Bandyopadhyay, Dipankar; Lachos, Victor H.; Castro, Luis M.; Dey, Dipak K. 8 2012 Skew-probit measurement error models. Zbl 1248.62176Bolfarine, Heleno; Lachos, V. H. 8 2007 Influence analyses of skew-normal/independent linear mixed models. Zbl 1464.62195Zeller, Camila B.; Labra, Filidor V.; Lachos, Victor H.; Balakrishnan, N. 8 2010 Model-based clustering of censored data via mixtures of factor analyzers. Zbl 1496.62109Wang, Wan-Lun; Castro, Luis M.; Lachos, Victor H.; Lin, Tsung-I 8 2019 Bayesian analysis of censored linear regression models with scale mixtures of skew-normal distributions. Zbl 1388.62284Massuia, Monique B.; Garay, Aldo M.; Cabral, Celso R. B.; Lachos, V. H. 7 2017 Bayesian estimation of a skew-Student-\(t\) stochastic volatility model. Zbl 1327.62128Abanto-Valle, C. A.; Lachos, V. H.; Dey, Dipak K. 7 2015 Inference and diagnostics in skew scale mixtures of normal regression models. Zbl 1457.62209Ferreira, Clécio S.; Lachos, Víctor H.; Bolfarine, Heleno 6 2015 Bayesian analysis of censored linear regression models with scale mixtures of normal distributions. Zbl 07269723Garay, Aldo M.; Bolfarine, Heleno; Lachos, Victor H.; Cabral, Celso R. B. 6 2015 Censored mixed-effects models for irregularly observed repeated measures with applications to HIV viral loads. Zbl 1369.62149Matos, Larissa A.; Castro, Luis M.; Lachos, Víctor H. 6 2016 Multivariate measurement error models using finite mixtures of skew-Student \(t\) distributions. Zbl 1278.62104Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Zeller, Camila Borelli 6 2014 Heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1219.62111Lachos, Victor H.; Bandyopadhyay, Dipankar; Garay, Aldo M. 6 2011 Quantile regression for censored mixed-effects models with applications to HIV studies. Zbl 1405.62185Lachos, Victor H.; Chen, Ming-Hui; Abanto-Valle, Carlos A.; Azevedo, Caio L. N. 5 2015 Nonlinear censored regression models with heavy-tailed distributions. Zbl 1405.62094Garay, Aldo M.; Lachos, Victor H.; Lin, Tsung-I 5 2016 Influence diagnostics for Grubbs’s model with asymmetric heavy-tailed distributions. Zbl 1336.62085Zeller, Camila B.; Lachos, Victor H.; Labra, Filidor Vilca 5 2014 Finite mixture of regression models for censored data based on scale mixtures of normal distributions. Zbl 1474.62259Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis 5 2019 Partially linear censored regression models using heavy-tailed distributions: a Bayesian approach. Zbl 1486.62100Castro, Luis M.; Lachos, Victor H.; Ferreira, Guillermo P.; Arellano-Valle, Reinaldo B. 5 2014 Local influence analysis for regression models with scale mixtures of skew-normal distributions. Zbl 07253857Zeller, C. B.; Lachos, V. H.; Vilca-Labra, F. E. 5 2011 Inference and local influence assessment in skew-normal null intercept measurement error model. Zbl 1136.62022Lachos, V. H.; Montenegro, L. C.; Bolfarine, H. 5 2008 Stochastic volatility in mean models with scale mixtures of normal distributions and correlated errors: a Bayesian approach. Zbl 1209.62029Abanto-Valle, C. A.; Migon, H. S.; Lachos, V. H. 4 2011 On moments of folded and truncated multivariate Student-\(t\) distributions based on recurrence relations. Zbl 1475.62167Galarza, Christian E.; Lin, Tsung-I; Wang, Wan-Lun; Lachos, Víctor H. 4 2021 Quantile regression in linear mixed models: a stochastic approximation EM approach. Zbl 1388.62201Galarza, Christian E.; Lachos, Victor H.; Bandyopadhyay, Dipankar 4 2017 Estimation methods for multivariate Tobit confirmatory factor analysis. Zbl 1506.62048Costa, D. R.; Lachos, V. H.; Bazan, J. L.; Azevedo, C. L. N. 4 2014 Statistical analysis of controlled calibration model with replicates. Zbl 1431.62281Blas, Betsabé; Bolfarine, Heleno; Lachos, Victor. H. 4 2013 Robust joint non-linear mixed-effects models and diagnostics for censored HIV viral loads with CD4 measurement error. Zbl 1325.62194Bandyopadhyay, Dipankar; Castro, Luis M.; Lachos, Victor H.; Pinheiro, Hildete P. 4 2015 Influence diagnostics for a skew extension of the Grubbs measurement error model. Zbl 1160.62339Montenegro, Lourdes C.; Bolfarine, Heleno; Lachos, Victor H. 4 2009 Generalized linear mixed models for correlated binary data with \(t\)-link. Zbl 1332.62253Prates, Marcos O.; Costa, Denise R.; Lachos, Victor H. 4 2014 Finite mixture of skewed distributions. Zbl 1428.62006Lachos Dávila, Víctor Hugo; Cabral, Celso Rômulo Barbosa; Zeller, Camila Borelli 4 2018 Moments of truncated scale mixtures of skew-normal distributions. Zbl 1445.62030Lachos, Víctor H.; Garay, Aldo M.; Cabral, Celso R. B. 3 2020 A robust multivariate measurement error model with skew-normal/independent distributions and Bayesian MCMC implementation. Zbl 1220.62060Lachos, V. H.; Garibay, V.; Labra, F. V.; Aoki, R. 3 2009 Stochastic volatility in mean models with heavy-tailed distributions. Zbl 1319.62205Abanto-Valle, Carlos A.; Migon, Helio S.; Lachos, Victor H. 3 2012 Bayesian analysis of skew-\(t\) multivariate null intercept measurement error model. Zbl 1247.62169Lachos, Victor H.; Cancho, Vicente G.; Aoki, Reiko 3 2010 Inference for a skew extension of the Grubbs model. Zbl 1247.62139Montenegro, Lourdes C.; Lachos, Víctor H.; Bolfarine, Heleno 3 2010 Flexible regression modeling for censored data based on mixtures of Student-\(t\) distributions. Zbl 1417.62280Lachos, Víctor H.; Cabral, Celso R. B.; Prates, Marcos O.; Dey, Dipak K. 3 2019 Nonlinear regression models under skew scale mixtures of normal distributions. Zbl 1487.62074Ferreira, Clécio S.; Lachos, Víctor H. 3 2016 Influence assessment in censored mixed-effects models using the multivariate Student’s-\(t\) distribution. Zbl 1331.62429Matos, Larissa A.; Bandyopadhyay, Dipankar; Castro, Luis M.; Lachos, Victor H. 3 2015 An extended Poisson family of life distribution: a unified approach in competitive and complementary risks. Zbl 07481416Ramos, Pedro L.; Dey, Dipak K.; Louzada, Francisco; Lachos, Victor H. 3 2020 Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H. 3 2022 Quantile regression for nonlinear mixed effects models: a likelihood based perspective. Zbl 1443.62096Galarza, Christian E.; Castro, Luis M.; Louzada, Francisco; Lachos, Victor H. 2 2020 Statistical diagnostics for nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1453.62562Garay, Aldo M.; Lachos, Víctor H.; Labra, Filidor V.; Ortega, Edwin M. M. 2 2014 On diagnostics in multivariate measurement error models under asymmetric heavy-tailed distributions. Zbl 1416.62435Zeller, Camila B.; Carvalho, Rignaldo R.; Lachos, Victor H. 2 2012 Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures. Zbl 1440.62267Gonçalves, Flávio B.; Prates, Marcos O.; Lachos, Victor Hugo 2 2020 Bayesian estimation and case influence diagnostics for the zero-inflated negative binomial regression model. Zbl 07269615Garay, Aldo M.; Lachos, Victor H.; Bolfarine, Heleno 2 2015 Heavy-tailed longitudinal regression models for censored data: a robust parametric approach. Zbl 1420.62100Matos, Larissa A.; Lachos, Víctor H.; Lin, Tsung-I; Castro, Luis M. 2 2019 A robust nonlinear mixed-effects model for COVID-19 death data. Zbl 07342179Schumacher, Fernanda L.; Ferreira, Clécio S.; Prates, Marcos O.; Lachos, Alberto; Lachos, Victor H. 2 2021 Estimation and diagnostics for partially linear censored regression models based on heavy-tailed distributions. Zbl 07342188Nuñez Lemus, Marcela; Lachos, Victor H.; Galarza, Christian E.; Matos, Larissa A. 2 2021 Multivariate measurement error models based on Student-\(t\) distribution under censored responses. Zbl 1408.62105Matos, Larissa A.; Castro, Luis M.; Cabral, Celso R. B.; Lachos, Víctor H. 2 2018 Bayesian analysis for a skew extension of the multivariate null intercept measurement error model. Zbl 1273.62253Cancho, V. G.; Aoki, Reiko; Lachos, V. H. 2 2008 Likelihood-based inference for censored linear regression models with scale mixtures of skew-normal distributions. Zbl 07479902Mattos, Thalita do Bem; Garay, Aldo M.; Lachos, Victor H. 2 2018 Inference and diagnostics for heteroscedastic nonlinear regression models under skew scale mixtures of normal distributions. Zbl 07481500da Silva Ferreira, Clécio; Lachos, Víctor H.; Garay, Aldo M. 2 2020 Moments of the doubly truncated selection elliptical distributions with emphasis on the unified multivariate skew-\(t\) distribution. Zbl 07482274Galarza, Christian E.; Matos, Larissa A.; Castro, Luis M.; Lachos, Victor H. 2 2022 Assessing influence in survival data with a cured fraction and covariates. Zbl 1184.62164Ortega, Edwin M. M.; Cancho, Vicente G.; Lachos, Victor Hugo 1 2008 A robust Bayesian approach to null intercept measurement error model with application to dental data. Zbl 1452.62809Ghosh, Pulak; Bayes, C. L.; Lachos, V. H. 1 2009 Multidimensional multiple group IRT models with skew normal latent trait distributions. Zbl 1395.62143Padilla, Juan L.; Azevedo, Caio L. N.; Lachos, Victor H. 1 2018 Censored regression models with autoregressive errors: a likelihood-based perspective. Zbl 1474.62317Schumacher, Fernanda L.; Lachos, Victor H.; Dey, Dipak K. 1 2017 Bayesian modeling of autoregressive partial linear models with scale mixture of normal errors. Zbl 07265912Ferreira, Guillermo; Castro, Luis M.; Lachos, Victor H.; Dias, Ronaldo 1 2013 Skew binary regression with measurement errors. Zbl 1120.62017Bolfarine, Heleno; Lachos, V. H. 1 2006 A generalized log-gamma mixture model for cure rate: estimation and sensitivity analysis. Zbl 1193.62171Ortega, Edwin M. M.; Cancho, Vicente G.; Lachos, Victor H. 1 2009 A dengue fever study in the state of Rio de Janeiro with the use of generalized skew-normal/independent spatial fields. Zbl 1449.62251Prates, Marcos Oliveira; Dey, Dipak Kumar; Lachos, Victor Hugo 1 2012 Linear regression models using finite mixtures of skew heavy-tailed distributions. Zbl 1434.62146Benites, Luis; Maehara, Rocío; Lachos, Victor H.; Bolfarine, Heleno 1 2019 Heckman selection-\(t\) model: parameter estimation via the EM-algorithm. Zbl 1467.62100Lachos, Victor H.; Prates, Marcos O.; Dey, Dipak K. 1 2021 Influence diagnostics for censored regression models with autoregressive errors. Zbl 1392.62289Schumacher, Fernanda L.; Lachos, Victor H.; Vilca-Labra, Filidor E.; Castro, Luis M. 1 2018 A Bayesian approach to term structure modeling using heavy-tailed distributions. Zbl 1306.62215Abanto-Valle, Carlos Antonio; Lachos, Victor H.; Ghosh, Pulak 1 2012 On moments of folded and doubly truncated multivariate extended skew-normal distributions. Zbl 07547624Morales, Christian E. Galarza; Matos, Larissa A.; Dey, Dipak K.; Lachos, Victor H. 1 2022 Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution. Zbl 07630551de Alencar, Francisco H. C.; Galarza, Christian E.; Matos, Larissa A.; Lachos, Victor H. 3 2022 Moments of the doubly truncated selection elliptical distributions with emphasis on the unified multivariate skew-\(t\) distribution. Zbl 07482274Galarza, Christian E.; Matos, Larissa A.; Castro, Luis M.; Lachos, Victor H. 2 2022 On moments of folded and doubly truncated multivariate extended skew-normal distributions. Zbl 07547624Morales, Christian E. Galarza; Matos, Larissa A.; Dey, Dipak K.; Lachos, Victor H. 1 2022 On moments of folded and truncated multivariate Student-\(t\) distributions based on recurrence relations. Zbl 1475.62167Galarza, Christian E.; Lin, Tsung-I; Wang, Wan-Lun; Lachos, Víctor H. 4 2021 A robust nonlinear mixed-effects model for COVID-19 death data. Zbl 07342179Schumacher, Fernanda L.; Ferreira, Clécio S.; Prates, Marcos O.; Lachos, Alberto; Lachos, Victor H. 2 2021 Estimation and diagnostics for partially linear censored regression models based on heavy-tailed distributions. Zbl 07342188Nuñez Lemus, Marcela; Lachos, Victor H.; Galarza, Christian E.; Matos, Larissa A. 2 2021 Heckman selection-\(t\) model: parameter estimation via the EM-algorithm. Zbl 1467.62100Lachos, Victor H.; Prates, Marcos O.; Dey, Dipak K. 1 2021 Moments of truncated scale mixtures of skew-normal distributions. Zbl 1445.62030Lachos, Víctor H.; Garay, Aldo M.; Cabral, Celso R. B. 3 2020 An extended Poisson family of life distribution: a unified approach in competitive and complementary risks. Zbl 07481416Ramos, Pedro L.; Dey, Dipak K.; Louzada, Francisco; Lachos, Victor H. 3 2020 Quantile regression for nonlinear mixed effects models: a likelihood based perspective. Zbl 1443.62096Galarza, Christian E.; Castro, Luis M.; Louzada, Francisco; Lachos, Victor H. 2 2020 Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures. Zbl 1440.62267Gonçalves, Flávio B.; Prates, Marcos O.; Lachos, Victor Hugo 2 2020 Inference and diagnostics for heteroscedastic nonlinear regression models under skew scale mixtures of normal distributions. Zbl 07481500da Silva Ferreira, Clécio; Lachos, Víctor H.; Garay, Aldo M. 2 2020 Model-based clustering of censored data via mixtures of factor analyzers. Zbl 1496.62109Wang, Wan-Lun; Castro, Luis M.; Lachos, Victor H.; Lin, Tsung-I 8 2019 Finite mixture of regression models for censored data based on scale mixtures of normal distributions. Zbl 1474.62259Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis 5 2019 Flexible regression modeling for censored data based on mixtures of Student-\(t\) distributions. Zbl 1417.62280Lachos, Víctor H.; Cabral, Celso R. B.; Prates, Marcos O.; Dey, Dipak K. 3 2019 Heavy-tailed longitudinal regression models for censored data: a robust parametric approach. Zbl 1420.62100Matos, Larissa A.; Lachos, Víctor H.; Lin, Tsung-I; Castro, Luis M. 2 2019 Linear regression models using finite mixtures of skew heavy-tailed distributions. Zbl 1434.62146Benites, Luis; Maehara, Rocío; Lachos, Victor H.; Bolfarine, Heleno 1 2019 Finite mixture of skewed distributions. Zbl 1428.62006Lachos Dávila, Víctor Hugo; Cabral, Celso Rômulo Barbosa; Zeller, Camila Borelli 4 2018 Multivariate measurement error models based on Student-\(t\) distribution under censored responses. Zbl 1408.62105Matos, Larissa A.; Castro, Luis M.; Cabral, Celso R. B.; Lachos, Víctor H. 2 2018 Likelihood-based inference for censored linear regression models with scale mixtures of skew-normal distributions. Zbl 07479902Mattos, Thalita do Bem; Garay, Aldo M.; Lachos, Victor H. 2 2018 Multidimensional multiple group IRT models with skew normal latent trait distributions. Zbl 1395.62143Padilla, Juan L.; Azevedo, Caio L. N.; Lachos, Victor H. 1 2018 Influence diagnostics for censored regression models with autoregressive errors. Zbl 1392.62289Schumacher, Fernanda L.; Lachos, Victor H.; Vilca-Labra, Filidor E.; Castro, Luis M. 1 2018 Linear censored regression models with scale mixtures of normal distributions. Zbl 1394.62131Garay, Aldo M.; Lachos, Victor H.; Bolfarine, Heleno; Cabral, Celso R. B. 18 2017 Finite mixture modeling of censored data using the multivariate Student-\(t\) distribution. Zbl 1397.62221Lachos, Víctor H.; Moreno, Edgar J. López; Chen, Kun; Cabral, Celso Rômulo Barbosa 13 2017 Bayesian analysis of censored linear regression models with scale mixtures of skew-normal distributions. Zbl 1388.62284Massuia, Monique B.; Garay, Aldo M.; Cabral, Celso R. B.; Lachos, V. H. 7 2017 Quantile regression in linear mixed models: a stochastic approximation EM approach. Zbl 1388.62201Galarza, Christian E.; Lachos, Victor H.; Bandyopadhyay, Dipankar 4 2017 Censored regression models with autoregressive errors: a likelihood-based perspective. Zbl 1474.62317Schumacher, Fernanda L.; Lachos, Victor H.; Dey, Dipak K. 1 2017 Robust mixture regression modeling based on scale mixtures of skew-normal distributions. Zbl 1342.62113Zeller, Camila B.; Cabral, Celso R. B.; Lachos, Víctor H. 15 2016 Likelihood-based inference for multivariate skew scale mixtures of normal distributions. Zbl 1443.62133Ferreira, Clécio S.; Lachos, Víctor H.; Bolfarine, Heleno 10 2016 Censored mixed-effects models for irregularly observed repeated measures with applications to HIV viral loads. Zbl 1369.62149Matos, Larissa A.; Castro, Luis M.; Lachos, Víctor H. 6 2016 Nonlinear censored regression models with heavy-tailed distributions. Zbl 1405.62094Garay, Aldo M.; Lachos, Victor H.; Lin, Tsung-I 5 2016 Nonlinear regression models under skew scale mixtures of normal distributions. Zbl 1487.62074Ferreira, Clécio S.; Lachos, Víctor H. 3 2016 Influence diagnostics for Student-\(t\) censored linear regression models. Zbl 1382.62050Massuia, Monique B.; Cabral, Celso Rômulo Barbosa; Matos, Larissa A.; Lachos, Víctor H. 18 2015 Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-\(t\) distribution. Zbl 1331.62294Castro, Luis Mauricio; Costa, Denise Reis; Prates, Marcos Oliveira; Lachos, Victor Hugo 9 2015 Bayesian estimation of a skew-Student-\(t\) stochastic volatility model. Zbl 1327.62128Abanto-Valle, C. A.; Lachos, V. H.; Dey, Dipak K. 7 2015 Inference and diagnostics in skew scale mixtures of normal regression models. Zbl 1457.62209Ferreira, Clécio S.; Lachos, Víctor H.; Bolfarine, Heleno 6 2015 Bayesian analysis of censored linear regression models with scale mixtures of normal distributions. Zbl 07269723Garay, Aldo M.; Bolfarine, Heleno; Lachos, Victor H.; Cabral, Celso R. B. 6 2015 Quantile regression for censored mixed-effects models with applications to HIV studies. Zbl 1405.62185Lachos, Victor H.; Chen, Ming-Hui; Abanto-Valle, Carlos A.; Azevedo, Caio L. N. 5 2015 Robust joint non-linear mixed-effects models and diagnostics for censored HIV viral loads with CD4 measurement error. Zbl 1325.62194Bandyopadhyay, Dipankar; Castro, Luis M.; Lachos, Victor H.; Pinheiro, Hildete P. 4 2015 Influence assessment in censored mixed-effects models using the multivariate Student’s-\(t\) distribution. Zbl 1331.62429Matos, Larissa A.; Bandyopadhyay, Dipankar; Castro, Luis M.; Lachos, Victor H. 3 2015 Bayesian estimation and case influence diagnostics for the zero-inflated negative binomial regression model. Zbl 07269615Garay, Aldo M.; Lachos, Victor H.; Bolfarine, Heleno 2 2015 Multivariate measurement error models using finite mixtures of skew-Student \(t\) distributions. Zbl 1278.62104Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Zeller, Camila Borelli 6 2014 Influence diagnostics for Grubbs’s model with asymmetric heavy-tailed distributions. Zbl 1336.62085Zeller, Camila B.; Lachos, Victor H.; Labra, Filidor Vilca 5 2014 Partially linear censored regression models using heavy-tailed distributions: a Bayesian approach. Zbl 1486.62100Castro, Luis M.; Lachos, Victor H.; Ferreira, Guillermo P.; Arellano-Valle, Reinaldo B. 5 2014 Estimation methods for multivariate Tobit confirmatory factor analysis. Zbl 1506.62048Costa, D. R.; Lachos, V. H.; Bazan, J. L.; Azevedo, C. L. N. 4 2014 Generalized linear mixed models for correlated binary data with \(t\)-link. Zbl 1332.62253Prates, Marcos O.; Costa, Denise R.; Lachos, Victor H. 4 2014 Statistical diagnostics for nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1453.62562Garay, Aldo M.; Lachos, Víctor H.; Labra, Filidor V.; Ortega, Edwin M. M. 2 2014 Likelihood-based inference for mixed-effects models with censored response using the multivariate-\(t\) distribution. Zbl 06202709Matos, Larissa A.; Prates, Marcos O.; Chen, Ming-Hui; Lachos, Victor H. 24 2013 Influence diagnostics in linear and nonlinear mixed-effects models with censored data. Zbl 1365.62374Matos, Larissa A.; Lachos, Victor H.; Balakrishnan, N.; Labra, Filidor V. 12 2013 Bayesian inference in nonlinear mixed-effects models using normal independent distributions. Zbl 1468.62109Lachos, Victor H.; Castro, Luis M.; Dey, Dipak K. 11 2013 Statistical analysis of controlled calibration model with replicates. Zbl 1431.62281Blas, Betsabé; Bolfarine, Heleno; Lachos, Victor. H. 4 2013 Bayesian modeling of autoregressive partial linear models with scale mixture of normal errors. Zbl 07265912Ferreira, Guillermo; Castro, Luis M.; Lachos, Victor H.; Dias, Ronaldo 1 2013 Multivariate mixture modeling using skew-normal independent distributions. Zbl 1239.62058Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Prates, Marcos O. 55 2012 Estimation and diagnostics for heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1408.62123Labra, Filidor V.; Garay, Aldo M.; Lachos, Victor H.; Ortega, Edwin M. M. 16 2012 Bayesian analysis of skew-normal independent linear mixed models with heterogeneity in the random-effects population. Zbl 1229.62026Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Madruga, Maria Regina 14 2012 Skew-normal/independent linear mixed models for censored responses with applications to HIV viral loads. Zbl 1244.62076Bandyopadhyay, Dipankar; Lachos, Victor H.; Castro, Luis M.; Dey, Dipak K. 8 2012 Stochastic volatility in mean models with heavy-tailed distributions. Zbl 1319.62205Abanto-Valle, Carlos A.; Migon, Helio S.; Lachos, Victor H. 3 2012 On diagnostics in multivariate measurement error models under asymmetric heavy-tailed distributions. Zbl 1416.62435Zeller, Camila B.; Carvalho, Rignaldo R.; Lachos, Victor H. 2 2012 A dengue fever study in the state of Rio de Janeiro with the use of generalized skew-normal/independent spatial fields. Zbl 1449.62251Prates, Marcos Oliveira; Dey, Dipak Kumar; Lachos, Victor Hugo 1 2012 A Bayesian approach to term structure modeling using heavy-tailed distributions. Zbl 1306.62215Abanto-Valle, Carlos Antonio; Lachos, Victor H.; Ghosh, Pulak 1 2012 Skew scale mixtures of normal distributions: properties and estimation. Zbl 1213.62023Da Silva Ferreira, Clécio; Bolfarine, Heleno; Lachos, Víctor H. 38 2011 Bayesian nonlinear regression models with scale mixtures of skew-normal distributions: estimation and case influence diagnostics. Zbl 1247.62083Cancho, Vicente G.; Dey, Dipak K.; Lachos, Victor H.; Andrade, Marinho G. 21 2011 On estimation and influence diagnostics for zero-inflated negative binomial regression models. Zbl 1328.65029Garay, Aldo M.; Hashimoto, Elizabeth M.; Ortega, Edwin M. M.; Lachos, Víctor H. 21 2011 Linear and nonlinear mixed-effects models for censored HIV viral loads using normal/independent distributions. Zbl 1274.62806Lachos, Victor H.; Bandyopadhyay, Dipankar; Dey, Dipak K. 18 2011 On estimation and local influence analysis for measurement errors models under heavy-tailed distributions. Zbl 1434.62152Lachos, V. H.; Angolini, T.; Abanto-Valle, C. A. 17 2011 Nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1296.62141Garay, Aldo M.; Lachos, Víctor H.; Abanto-Valle, Carlos A. 12 2011 Heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions. Zbl 1219.62111Lachos, Victor H.; Bandyopadhyay, Dipankar; Garay, Aldo M. 6 2011 Local influence analysis for regression models with scale mixtures of skew-normal distributions. Zbl 07253857Zeller, C. B.; Lachos, V. H.; Vilca-Labra, F. E. 5 2011 Stochastic volatility in mean models with scale mixtures of normal distributions and correlated errors: a Bayesian approach. Zbl 1209.62029Abanto-Valle, C. A.; Migon, H. S.; Lachos, V. H. 4 2011 Likelihood based inference for skew-normal independent linear mixed models. Zbl 1186.62071Lachos, Victor H.; Ghosh, Pulak; Arellano-Valle, Reinaldo B. 95 2010 Robust mixture modeling based on scale mixtures of skew-normal distributions. Zbl 1284.62193Basso, Rodrigo M.; Lachos, Víctor H.; Barbosa Cabral, Celso Rômulo; Ghosh, Pulak 54 2010 A nonlinear regression model with skew-normal errors. Zbl 1247.62160Cancho, Vicente G.; Lachos, Víctor H.; Ortega, Edwin M. M. 34 2010 Multivariate measurement error models based on scale mixtures of the skew-normal distribution. Zbl 1291.62120Lachos, V. H.; Labra, F. V.; Bolfarine, H.; Ghosh, Pulak 20 2010 Robust Bayesian analysis of heavy-tailed stochastic volatility models using scale mixtures of normal distributions. Zbl 1284.91579Abanto-Valle, C. A.; Bandyopadhyay, D.; Lachos, V. H.; Enriquez, I. 19 2010 Influence analyses of skew-normal/independent linear mixed models. Zbl 1464.62195Zeller, Camila B.; Labra, Filidor V.; Lachos, Victor H.; Balakrishnan, N. 8 2010 Bayesian analysis of skew-\(t\) multivariate null intercept measurement error model. Zbl 1247.62169Lachos, Victor H.; Cancho, Vicente G.; Aoki, Reiko 3 2010 Inference for a skew extension of the Grubbs model. Zbl 1247.62139Montenegro, Lourdes C.; Lachos, Víctor H.; Bolfarine, Heleno 3 2010 Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective. Zbl 1183.62048Lachos, Victor H.; Dey, Dipak K.; Cancho, Vicente G. 23 2009 Local influence analysis for skew-normal linear mixed models. Zbl 1159.62050Montenegro, Lourdes C.; Lachos, Victor H.; Bolfarine, Heleno 12 2009 Influence diagnostics for a skew extension of the Grubbs measurement error model. Zbl 1160.62339Montenegro, Lourdes C.; Bolfarine, Heleno; Lachos, Victor H. 4 2009 A robust multivariate measurement error model with skew-normal/independent distributions and Bayesian MCMC implementation. Zbl 1220.62060Lachos, V. H.; Garibay, V.; Labra, F. V.; Aoki, R. 3 2009 A robust Bayesian approach to null intercept measurement error model with application to dental data. Zbl 1452.62809Ghosh, Pulak; Bayes, C. L.; Lachos, V. H. 1 2009 A generalized log-gamma mixture model for cure rate: estimation and sensitivity analysis. Zbl 1193.62171Ortega, Edwin M. M.; Cancho, Vicente G.; Lachos, Victor H. 1 2009 Inference and local influence assessment in skew-normal null intercept measurement error model. Zbl 1136.62022Lachos, V. H.; Montenegro, L. C.; Bolfarine, H. 5 2008 Bayesian analysis for a skew extension of the multivariate null intercept measurement error model. Zbl 1273.62253Cancho, V. G.; Aoki, Reiko; Lachos, V. H. 2 2008 Assessing influence in survival data with a cured fraction and covariates. Zbl 1184.62164Ortega, Edwin M. M.; Cancho, Vicente G.; Lachos, Victor Hugo 1 2008 Likelihood-based inference for multivariate skew-normal regression models. Zbl 1124.62037Lachos, Víctor H.; Bolfarine, Heleno; Arellano-Valle, Reinaldo B.; Montenegro, Lourdes C. 37 2007 Bayesian inference for skew-normal linear mixed models. Zbl 07252103Arellano-Valle, R. B.; Bolfarine, H.; Lachos, V. H. 15 2007 Influence diagnostics for skew-normal linear mixed models. Zbl 1193.62123Bolfarine, Heleno; Montenegro, Lourdes C.; Lachos, Victor H. 10 2007 Influence diagnostics for the Grubbs’s model. Zbl 1125.62078Lachos, Víctor H.; Vilca, Filidor; Galea, Manuel 9 2007 Skew-probit measurement error models. Zbl 1248.62176Bolfarine, Heleno; Lachos, V. H. 8 2007 Skew binary regression with measurement errors. Zbl 1120.62017Bolfarine, Heleno; Lachos, V. H. 1 2006 Skew normal measurement error models. Zbl 1077.62043Arellano-Valle, R. B.; Ozan, S.; Bolfarine, H.; Lachos, V. H. 45 2005 all cited Publications top 5 cited Publications all top 5 Cited by 655 Authors 79 Lachos Dávila, Víctor Hugo 26 Lin, Tsung I. 20 Bolfarine, Heleno 17 Arellano-Valle, Reinaldo Boris 17 Cabral, Celso Rômulo Barbosa 16 Castro, Luis Mauricio 14 Ortega, Edwin Moises Marcos 13 Dey, Dipak Kumar 13 McLachlan, Geoffrey John 13 Zeller, Camila Borelli 12 Balakrishnan, Narayanaswamy 12 Ferreira, Clécio S. 12 Garay, Aldo M. 12 Matos, Larissa A. 12 Wang, Wan-Lun 11 Cancho, Vicente Garibay 11 Jamalizadeh, Ahad 11 Maleki, Mohsen 10 Cordeiro, Gauss Moutinho 10 Lee, Sharon X. 10 Louzada, Francisco 9 Abanto-Valle, Carlos Antonio 8 Cao, Chunzheng 8 Labra, Filidor Vilca 8 Prates, Marcos Oliveira 8 Vilca, Filidor 7 Bandyopadhyay, Dipankar 7 Leiva, Víctor 7 Punzo, Antonio 7 Wraith, Darren 6 Baghfalaki, Taban 6 da Silva Ferreira, Clécio 6 Galarza, Christian E. 6 Naderi, Mehrdad 6 Saulo, Helton 6 Wang, Tonghui 6 Wu, Liucang 6 Zhu, Xuwen 5 Aoki, Reiko 5 Azevedo, Caio Lucidius Naberezny 5 Barriga, Gladys Dorotea Cacsire 5 Ganjali, Mojtaba 5 Leão, Jeremias 5 Lin, Jinguan 5 Melnykov, Volodymyr 5 Nadarajah, Saralees 5 Paula, Gilberto A. 5 Tian, Maozai 5 Zadkarami, Mohammad Reza 4 Azzalini, Adelchi 4 Ferreira, Paulo H. 4 Galea, Manuel 4 Ghosh, Pulak 4 Gupta, Arjun Kumar 4 Kazemi, Iraj 4 Khodadadi, Zahra 4 McNicholas, Paul D. 4 Montenegro, Lourdes Coral C. 4 Tian, Yuzhu 4 Ye, Rendao 3 Arslan, Olcay 3 Chen, Mengqian 3 Costa, Denise Reis 3 De Castro, Mario H. 3 Dupuy, Jean-François 3 Fallah, Afshin 3 Farzammehr, Mohadeseh Alsadat 3 Hashimoto, Elizabeth M. 3 Huang, Yangxin 3 Kahrari, Fereshte 3 Lemonte, Artur José 3 Li, Huiqiong 3 Liao, Xin 3 Loschi, Rosangela Helena 3 Lu, Tao 3 Luo, Sheng 3 Migon, Helio S. 3 Roy, Anuradha 3 Shi, Jianqing 3 Suzuki, Adriano K. 3 Tang, Manlai 3 Tian, Weizhong 3 Tomazella, Vera Lúcia Damasceno 3 Verbeke, Geert N. 3 Vidal, Ignacio 3 Xu, Dengke 3 Zhang, Zhongzhan 3 Zhu, Lixing 2 Achic, Betsabé G. Blas 2 Alodat, Moh’d T. 2 Amin, Muhammad Shoib 2 Amiri, Mehdi 2 Ariyo, Oludare Samuel 2 Barkhordar, Zahra 2 Bazán, Jorge Luis 2 Benites, Luis 2 Browne, Ryan P. 2 Cassey, Phillip 2 Chan, Jennifer So Kuen 2 Chan, Joshua C. C. ...and 555 more Authors all top 5 Cited in 74 Serials 48 Journal of Applied Statistics 44 Computational Statistics and Data Analysis 30 Journal of Statistical Computation and Simulation 28 Communications in Statistics. Theory and Methods 27 Journal of Multivariate Analysis 25 Statistical Papers 24 Communications in Statistics. Simulation and Computation 20 Computational Statistics 12 Statistics 11 Journal of Statistical Planning and Inference 11 Test 11 Statistics and Computing 10 Brazilian Journal of Probability and Statistics 10 Advances in Data Analysis and Classification. ADAC 7 Statistics & Probability Letters 7 Statistical Methodology 7 Journal of Statistical Theory and Practice 6 Biometrical Journal 6 Statistical Modelling 6 Chilean Journal of Statistics 5 Metrika 5 Econometric Reviews 5 Statistical Methods and Applications 4 Journal of the American Statistical Association 4 Metron 4 Journal of Agricultural, Biological, and Environmental Statistics 4 Sankhyā. Series B 3 Journal of Computational and Applied Mathematics 3 Applied Mathematics. Series B (English Edition) 3 Methodology and Computing in Applied Probability 3 Journal of the Korean Statistical Society 3 Bayesian Analysis 2 Biometrics 2 Random Operators and Stochastic Equations 2 Mathematical Problems in Engineering 2 Journal of Systems Science and Complexity 2 AStA. 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Principles and Applications of Systems and Integration 1 AIMS Mathematics 1 Japanese Journal of Statistics and Data Science 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 17 Fields 442 Statistics (62-XX) 52 Probability theory and stochastic processes (60-XX) 40 Numerical analysis (65-XX) 23 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Biology and other natural sciences (92-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Computer science (68-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Ordinary differential equations (34-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Convex and discrete geometry (52-XX) 1 Astronomy and astrophysics (85-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Citations by Year