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Luis Mauricio Castro Cepero

Profesor Asociado

Pontificia Universidad Católica de Chile

Santiago, Chile

LONGITUDINAL DATA; BAYESIAN PARAMETRIC AND NONPARAMETRIC METHODS; BIOSTATISTICS; Skew-elliptical distributions; Bayesian analyis; Distribution theory/Identifiability

Ingeniería Estadística e Informática, Universidad Nacional Agraria La Molina. Peru, 2000
Doctor en Estadística, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008

Profesor Asociado Full Time

UNIVERSIDAD DE CONCEPCION

Facultad de Ciencias Físicas y Matemáticas

Concepción, Chile

2008 - 2017
Profesor Asociado Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Facultad de Matemáticas

Santiago, Chile

2017 - At present

Director de Investigación de Mercados Full Time

Arellano, Investigación de Marketing S.A.

Lima, Peru

1998 - 2000
Analista de Investigación de Mercados Full Time

Ipsos APOYO Opinión y Mercado S.A

Lima, Peru

2000 - 2002
Asistente de Cálculos Actuariales Full Time

Oficina de Normalización Previsional

Lima, Peru

2001 - 2002
Coordinador de Investigación de Mercados Full Time

Empresa Editora El Comercio S.A.

Lima, Chile

2002 - 2004

Supervision of the following Ph.D. students: Larissa Matos (May 2016, Statistics) at Universidade Estadual de Campinas (Co-advisor); Diego Morales (Expected 2021, Statistics) at Pontificia Universidad Católica de Chile (Advisor); Angélica Dominguez (Expected 2021, Statistics) at Pontificia Universidad Católica de Chile (Advisor).

Supervision of the following M.Sc. students: Omar Chocotea (April 2017, Statistics) at Universidad del Bío-Bío; Manuel Poblete (December 2018, Statistics) at Pontificia Universidad Católica de Chile; Carla Salinas (December 2018, Statistics) at Pontificia Universidad Católica de Chile.

Supervision of the following B.Sc. students: Andrea Fernández (2018, Statistics), Matías Baeza (2017, Statistics); Karen Araneda (2017, Statistics); Marjorie Troncoso (2016, Statistics); María José Medina (2016, Statistics); Marco Ñanculeo (2011, Statistics); Inés Varas (2011, Statistics) at Universidad de Concepción.

Asignación Académica

UNIVERSIDAD DE CONCEPCION

Chile, 2013

Distinción otorgada por productividad científica en la Universidad de Concepción
Pilar Iglesias Travel Award from International Society for Bayesian Analysis

ISBA

Estados Unidos, 2008

Premio otorgado por el ISBA para asistir al ISBA World Meeting


Bayesian analysis of survival data with missing censoring indicators Brownstein, N.; Bunn, V.; Castro, Luis Mauricio; Sinha D. Article https://doi.org/10.1111/biom.13280 BIOMETRICS (2020)
Extending finite mixtures of t linear mixed-effects models with concomitant covariates Yang Y.-C.; Lin T.-I.; Castro, L.M.; Wang W.-L. Article SCOPUS Computational Statistics and Data Analysis (2020)
Mixtures of factor analyzers with covariates for modeling multiply censored dependent variables Wang, W.; Castro, L.M.; Hsieh, W.; Lin, Tsung-I Article STATISTICAL PAPERS (2020)
Flexible longitudinal linear mixed models for multiple censored responses data Lachos, VH; Matos, LA; Castro, LM; Chen, MH Article ISI SCOPUS STATISTICS IN MEDICINE (2019)
Heavy-tailed longitudinal regression models for censored data: a robust parametric approach Matos L.A.; Lachos V.H.; Lin T.-I.; Castro, L.M. Article ISI SCOPUS TEST (2019)
Model-based clustering of censored data via mixtures of factor analyzers Wang, Wan-Lun; Castro, Luis M.; Lachos, Victor H.; Lin, Tsung-I Article ISI SCOPUS COMPUTATIONAL STATISTICS DATA ANALYSIS (2019)
Bayesian inference on multivariate-t nonlinear mixed-effects models for multiple longitudinal data with missing values Wang W.-L.; Castro, L.M. Article SCOPUS Statistics and its Interface (2018)
Bayesian semiparametric modeling for HIV longitudinal data with censoring and skewness Castro, L.M.; Wang W.-L.; Lachos V.H.; InÃ¡cio de Carvalho V.; Bayes C.L. Article SCOPUS Statistical Methods in Medical Research (2018)
Influence diagnostics for censored regression models with autoregressive errors Schumacher, FL; Lachos, VH; Vilca-Labra, FE; Castro, LM Article ISI SCOPUS AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS (2018)
Mixtures of restricted skew-t factor analyzers with common factor loadings Wang W.-L.; Castro, L.M.; Chang Y.-T.; Lin T.-I. Article SCOPUS Advances in Data Analysis and Classification (2018)
Multivariate measurement error models based on Student-t distribution under censored responses Matos L.A.; Castro, L.M.; Cabral C.R.B.; Lachos V.H. Article ISI SCOPUS Statistics (2018)
Quantile regression for nonlinear mixed effects models: a likelihood based perspective Galarza C.E.; Castro, L.M.; Louzada F.; Lachos V.H. Article SCOPUS Statistical Papers (2018)
Automated learning of t factor analysis models with complete and incomplete data Wang W.-L.; Castro L.M.; Lin T.-I. Article ISI SCOPUS JOURNAL OF MULTIVARIATE ANALYSIS (2017)
Censored linear regression models for irregularly observed longitudinal data using the multivariate- t distribution. Garay, Aldo M; Castro, Luis M; Leskow, Jacek; Lachos, Victor H Article Statistical methods in medical research (2017)
Robust quantile regression using a generalized class of skewed distributions Galarza Morales, C.; Lachos Davila, V; Barbosa Cabral, C; Castro, LM. Article Stat (2017)
Censored mixed-effects models for irregularly observed repeated measures with applications to HIV viral loads Matos L.A.; Castro, L.M.; Lachos V.H. Article ISI SCOPUS TEST (2016)
Influence assessment in censored mixed-effects models using the multivariate Student's-t distribution Matos, LA; Bandyopadhyay, D; Castro, LM; Lachos, VH Article ISI SCOPUS Journal of Multivariate Analysis (2015)
Influence assessment in censored mixed-effects models using the multivariate Student's-t distribution Matos, LA; Bandyopadhyay, D; Castro, LM; Lachos, VH Article Journal of Multivariate Analysis (2015)
Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-t distribution Castro, LM; Costa, DR; Prates, MO; Lachos, VH Article STATISTICS AND COMPUTING (2015)
Robust Joint Non-linear Mixed-Effects Models and Diagnostics for Censored HIV Viral Loads with CD4 Measurement Error Bandyopadhyay, D; Castro, LM; Lachos, VH; Pinheiro, HP Article Journal of Agricultural, Biological, and Environmental Statistics (2015)
Partially linear censored regression models using heavy-tailed distributions: A Bayesian approach Castro, LM; Lachos, VH; Ferreira, GP; Arellano-Valle, RB Article ISI STATISTICAL METHODOLOGY (2014)
A note on the parameterization of multivariate skewed-normal distributions Castro, LM; San Martin, E; Arellano-Valle, RB Article Brazilian Journal of Probability and Statistics (2013)
Bayesian inference in nonlinear mixed-effects models using normal independent distributions Lachos, VH; Castro, LM; Dey, DK Article Computational Statistics & Data Analysis (2013)
Bayesian modeling of autoregressive partial linear models with scale mixture of normal errors Ferreira G., Castro; LM, Lachos; VH, Dias Article Journal of Applied Statistics (2013)
Change Point Detection in The Skew-Normal Model Parameters Arellano-Valle, RB; Castro, LM; Loschi, RH Article Communications in Statistics - Theory and Methods (2013)
Identification of the 1PL Model with Guessing Parameter=> Parametric and Semi-parametric Results San Martin, E; Rolin, JM; Castro, LM Article Psychometrika (2013)
Epsilon half-normal model: Properties and inference Castro, L.M.; Gómez H.W.; Valenzuela,M. Article ISI SCOPUS Computational Statistics and Data Analysis (2012)
Skew-normal/independent linear mixed models for censored responses with applications to HIV viral loads Bandyopadhyay, D; Lachos V.H.; Castro, L.M.; Dey D.K. Article ISI SCOPUS Biometrical Journal (2012)
Student-t censored regression model: properties and inference Arellano-Valle R.B.; Castro, L.M.; Gonzalez-Farias G.; Munoz-Gajardo K.A. Article ISI SCOPUS Statistical Methods and Applications (2012)
Properties and Inference on the Skew-Curved-Symmetric Family of Distributions Gomez, HW; Castro, LM; Salinas, HS Article Communications in Statistics - Theory and Methods (2010)
Bayesian Inference for Shape Mixtures of Skewed Distributions, with Application to Regression Analysis Arellano-Valle, RB; Castro, LM; Genton, MG; Gomez, HW Article BAYESIAN ANALYSIS (2008)


Conditional predictive inference for beta regression model with autoregressive errors Ferreira, G; Navarrete J.P.; Castro, L.M.; de Castro, M ConferencePaper SCOPUS Springer Proceedings in Mathematics and Statistics (2015)
Bayesian Modeling of Censored Partial Linear Models using Scale-Mixtures of Normal Distributions Castro, L.M.; Lachos V.H.; Ferreira G.P.; Arellano-Valle R.B. ConferencePaper ISI SCOPUS AIP Conference Proceedings (2012)


Extending censored regression and mixed-effects models under non-standard assumptions for complex longitudinal data. FONDECYT (1170258) Proyecto 2017-2021 Inv. Principal
Modelamiento estadístico de datos longitudinales con aplicaciones al virus de inmunodeficiencia humana (VIH) FINCYT (ECIP-1-P-043-14) Proyecto 2015-2015 Inv. Principal
FLEXIBLE MODELING OF COMPLEX LONGITUDINAL DATA USING SKEW-ELLIPTICAL DISTRIBUTIONS FAPESP (2012/19445-0) Proyecto 2013-2014 Coinvestigador(a)
FLEXIBLE MODELING OF COMPLEX LONGITUDINAL DATA USING SKEW-ELLIPTICAL DISTRIBUTIONS FONDECYT (1130233) Proyecto 2013-2017 Inv. Responsable
IDENTIFIABILITY OF SKEW ELLIPTICAL DISTRIBUTIONS ARISING FROM SELECTIONS AND THEIR APPLICATIONS IN STATISTICAL MODELLING FONDECYT (11100076) Proyecto 2010-2012 Inv. Responsable


A Confidence Set Analysis for Observed Samples: A Fuzzy Set Approach Gonzalez, JA; Castro, LM; Lachos, VH; Patriota, AG Review ISI SCOPUS Entropy (2016)

Luis Castro

Profesor Asociado

Departamento de Estadística

Pontificia Universidad Católica de Chile

Santiago, Chile

Reinaldo Arellano

Profesor Titular

Estadística

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Hector Gomez

José González

Cordinador unidad de soporte estadístico para la investigación

Matemática y Estadística

UNIVERSIDAD DE PLAYA ANCHA

Valparaíso, Chile

Luis Mauricio Castro Cepero

Líneas de Investigación

Educación

Ingeniería Estadística e Informática, Universidad Nacional Agraria La Molina. Peru, 2000

Doctor en Estadística, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2008

Experiencia Académica

Profesor Asociado Full Time

Profesor Asociado Full Time

Experiencia Profesional

Director de Investigación de Mercados Full Time

Analista de Investigación de Mercados Full Time

Asistente de Cálculos Actuariales Full Time

Coordinador de Investigación de Mercados Full Time

Formación de Capital Humano

Premios y Distinciones

Asignación Académica

Pilar Iglesias Travel Award from International Society for Bayesian Analysis

Article (31)

ConferencePaper (2)

Proyecto (5)

Extending censored regression and mixed-effects models under non-standard assumptions for complex longitudinal data.

Modelamiento estadístico de datos longitudinales con aplicaciones al virus de inmunodeficiencia humana (VIH)

FLEXIBLE MODELING OF COMPLEX LONGITUDINAL DATA USING SKEW-ELLIPTICAL DISTRIBUTIONS

FLEXIBLE MODELING OF COMPLEX LONGITUDINAL DATA USING SKEW-ELLIPTICAL DISTRIBUTIONS

IDENTIFIABILITY OF SKEW ELLIPTICAL DISTRIBUTIONS ARISING FROM SELECTIONS AND THEIR APPLICATIONS IN STATISTICAL MODELLING

Review (1)