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Luis Alberto Gutiérrez Inostroza

Assistant Professor

Pontificia Universidad Católica de Chile, Faculty of Mathematics

Santiago, Chile

Bayesian Statistics, Data Science, Computational Statistics

PhD Statistics, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2011
MSc Forestry , UNIVERSIDAD DE CONCEPCION. Chile, 2004
Forestry Engineer , UNIVERSIDAD DE CONCEPCION. Chile, 2001

Assistant Professor Full Time

UNIVERSIDAD DE CHILE

Facultad de Medicina

Santiago, Chile

2011 - 2015
Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Mathematics

Santiago, Chile

2016 - At present
Postdoctoral research fellow Full Time

Universidad Nacional Autónoma de México

Research Institute for Applied Mathematics and Systems

México

2015 - 2016

Statistician Part Time

Universidad de Concepción

Concepción , Chile

2004 - 2006

PhD STUDENTS

[1] Luz Adriana Pereira Hoyos. 2019. Title: Bayesian nonparametric hypothesis testing. Ph.D. in Statistics. Pontificia Universidad Católica de Chile.

MASTER STUDENTS

[2] Leonardo Jofré Flor. 2019. Título: Equivalencia entre algunas clases de distribuciones de tipo fase y la mezcla finita de distribuciones Erlang. MSc. in Statistics. Pontificia Universidad Católica de Chile.

[3] Seomara Palominos Gambra. 2018. Inferencia Bayesiana en el modelo ETAS. MSc. in Statistics. Pontificia Universidad Católica de Chile.

[4] Madelaine Acosta Donoso. 2018. Inferencia Bayesiana en distribuciones tipo fase. MSc. in Statistics. Pontificia Universidad Católica de Chile.

[5] Ignacio Rossi Von Mühlenbrock. 2017. La distribución normal proyectada para landmarks tridimensionales. MSc. in Statistics. Pontificia Universidad Católica de Chile.

[6] María Constanza Prado Stuardo. 2017. Análisis estadístico de la forma de objetos utilizando superficies cerradas. MSc. in Statistics. Pontificia Universidad Católica de Chile.

[7] Claudio Galleguillos Cruz. 2017. Efecto de las termoeléctricas sobre la incidencia de enfermedades cardiovasculares en Chile 2001-2010: Un enfoque Bayesiano de estimación. MSc Biostatistics. Universidad de Chile.

[8] Hugo Andrades Aguilera. 2015. Análisis estadístico de la forma: Un enfoque Bayesiano aplicado a imágenes cerebrales. MSc Biostatistics. Universidad de Chile.

[9] Sandra Pardo Vargas. 2014. Análisis Bayesiano del efecto de las termoeléctricas sobre la mortalidad a nivel comunal en Chile 2000-2010. MSc Biostatistics. Universidad de Chile.

[10] Francisco Marro. 2012. Un modelo Bayesiano semiparamétrico para datos de espectroscopia: Aplicaciones en autentificación de alimentos. MSc Biostatistics. Universidad de Chile.

University of Concepción award

UNIVERSIDAD DE CONCEPCION

Chile, 2000

The best student of 1999 class Forestry Engineering studies
Scholarship for Master studies

UNIVERSIDAD DE CONCEPCION

Chile, 2001

Scholarship for Master studies in Forestry Science
CONICYT scholarship for Ph.D. studies in Chile

CONICYT

Chile, 2006

CONICYT scholarship for Ph.D. studies in Chile
BECAS CHILE Postdoctoral Research Scholarship

CONICYT

Chile, 2015

Postdoctoral Research Scholarship
Becas Iberoamérica, Young Academics and Researchers

SANTANDER UNIVERSIDADES

Chile, 2012

Young Academics and Researchers Award
Cátedra Extraordinaria IIMAS-UNAM

UNIVERSIDAD NACIONAL AUTONOMA DE MEXICO

México, 2015

Research position at Institute for Applied Mathematics and Systems
Invited Speaker for 2018 ISBA World Meeting

The International Society for Bayesian Analysis

Reino Unido, 2018

International Society for Bayesian Analysis World Meeting, ISBA 2018 Edinburgh, United Kingdom 24–29 June 2018. Invited Session.
Invited Speaker for 13 Congreso Latinoamericano de Sociedades de Estadí?stica

Sociedades Latinoamericanas de Estadística

México, 2018

13 Congreso Latinoamericano de Sociedades de Estadística. Guadalajara, México, 01–05 October, 2018. Invited Session
Invited Speaker for The 28th Annual Conference of the International Environmetrics Society

The International Environmetrics Society

México, 2018

The 28th Annual Conference of the International Environmetrics Society. Guanajuato, Mexico,16–21 July, 2018. Invited Session


On a Dirichlet Process Mixture Representation of Phase-Type Distributions. Ayla, Daniel; Jofré, Leonardo; Gutiérrez, Luis; Mena, Ramsés H. Article ISI BAYESIAN ANALYSIS (2021)
A Bayesian nonparametric testing procedure for paired samples Pereira, Luz Adriana; Taylor-Rodríguez, Daniel; Gutiérrez, Luis Article ISI Biometrics (2020)
A Bayesian Approach to Statistical Shape Analysis via the Projected Normal Distribution Gutierrez, L; Gutierrez-Pena, E; Mena, RH Article ISI SCOPUS BAYESIAN ANALYSIS (2019)
A Bayesian Nonparametric Multiple Testing Procedure for Comparing Several Treatments Against a Control Gutiérrez, Luis; Barrientos, Andrés F.; González, Jorge; Taylor-Rodríguez, Daniel Article ISI SCOPUS BAYESIAN ANALYSIS (2019)
Modelling failures times with dependent renewal type models via exchangeability Coen, Arrigo; Gutiérrez, Luis; Mena, Ramsés H. Article ISI SCOPUS STATISTICS (2019)
Linear models for statistical shape analysis based on parametrized closed curves GutiÃ©rrez L.; Mena R.H.; DÃaz-Avalos C. Article SCOPUS Statistical Papers (2018)
A time dependent Bayesian nonparametric model for air quality analysis Gutierrez, L.; Mena, RH; Ruggiero, M Article ISI SCOPUS COMPUTATIONAL STATISTICS DATA ANALYSIS (2016)
Impact of large industrial emission sources on mortality and morbidity in Chile: A small-areas study Ruiz-Rudolph, P; Arias, N; Pardo S.; Meyer, M; Mesías S.; Galleguillos, C; Schiattino, I; Gutierrez, L. Article ISI SCOPUS ENVIRONMENT INTERNATIONAL (2016)
On GEM diffusive mixtures Gutiérrez, Luis; Mena, Ramsés H.; Ruggiero, Matteo Article JSM Proceedings (2016)
Bayesian nonparametric classification for spectroscopy data Gutierrez, L.; Gutierrez-Pena, E; Mena, RH Article ISI SCOPUS COMPUTATIONAL STATISTICS DATA ANALYSIS (2014)
Optimal information in authentication of food and beverages Gutierrez, L.; Quintana, FA Article ISI SCOPUS STATISTICAL MODELLING (2014)
FLAVONOL PROFILES FOR VARIETAL DIFFERENTIATION BETWEEN CARMENERE AND MERLOT WINES PRODUCED IN CHILE: HPLC AND CHEMOMETRIC ANALYSIS Vergara C.; von Baer, D.; Mardones, C.; Gutierrez, L.; Hermosin-Gutierrez I.; CASTILLO-MUÑOZ, N Article ISI SCIELO Journal of the Chilean Chemical Society (2011)
Flavonol profiles for varietal differentiation between carmé nère and merlot wines produced in Chile: HPLC and chemometric analysis Vergara C.; von Baer, D.; Mardones, C.; Gutierrez, L.; Hermosin-Gutierrez I.; CASTILLO-MUÑOZ, N Article SCOPUS Journal of the Chilean Chemical Society (2011)
Multivariate Bayesian discrimination for varietal authentication of Chilean red wine Gutierrez, L.; Quintana, FA; von Baer, D.; Mardones, C. Article ISI SCOPUS Journal of Applied Statistics (2011)
MULTIVARIATE BAYESIAN SEMIPARAMETRIC MODELS FOR AUTHENTICATION OF FOOD AND BEVERAGES Gutierrez, L.; Quintana, FA Article ISI The Annals of Applied Statistics (2011)
Tribromophenol and pentachlorophenol uptake from sawdust to horticultural products Mardones, C.; von Baer, D.; Silva J.; Ruff, A; Gutierrez, L.; Berg, A Article ISI SCOPUS FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE & RISK ASSESSMENT (2009)
Polychlorinated biphenyls (PCBs) in mussels along the Chilean Coast Mendoza, G.; Gutierrez, L.; Pozo-Gallardo, K; Fuentes-Rios, D; Montory, M; Urrutia R.; Barra, R Article ISI SCOPUS ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2006)
Volatile carbonylic compounds in downtown Santiago, Chile Rubio MA; Zamorano, N; Lissi E.; Rojas A.; Gutierrez, L.; von Baer, D. Article ISI SCOPUS CHEMOSPHERE (2006)
Comparison of shikimic acid determination by capillary zone electrophoresis with direct and indirect detection with liquid chromatography for varietal differentiation of red wines Mardones, C.; Hitschfeld, A; Contreras, A; Lepe, K; Gutierrez, L.; von Baer, D. Article ISI SCOPUS JOURNAL OF CHROMATOGRAPHY A (2005)


Anthocyanin, flavonol and shikimic acid profiles as a tool to verify varietal authenticity in red wines produced in Chile. von Baer, D.; Mardones, C.; Gutierrez, L.; Hofmann, G; Hitschfeld, A; Vergara C. Abstract ISI ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY (2005)


Estudio epidemiológico observacional para evaluar el efecto de medidas de control gubernamentales sobre la dinámica espacio-temporal de COVID-19 en Chile Arriagada, Gabriel; Gutiérrez, Luis; Cerda, Jaime; Foerster, Claudia; Varas, Ines Proyecto (2020)
Bayesian Nonparametric Time Dependent Models Mena, Ramsés H.; Stephen Walker; Gutiérrez, Luis Proyecto (2018)
Center for the Discovery of Structures in Complex Data Jara, Alejandro; Quintana, Fernando; Bevilacqua, Moreno; Sing-Long C, Carlos; Castro, Luis Mauricio; Garcia-Zattera, MJ; Isabelle Beaudry; Gutiérrez, Luis Proyecto (2018)
Inferencia Bayesiana en distribuciones tipo fase: Nuevos desarrollos y aplicaciones GutiÉrrez, Luis Alberto Proyecto (2018)
Inferencia Bayesiana en distribuciones tipo fase=> Nuevos desarrollos y aplicaciones PCI (REDI170094) Proyecto 2018-2019 Inv. Responsable
BAYESIAN NONPARAMETRIC STATISTICS FOR COMPLEX DATA CONACyT (241195) Proyecto 2015-2018 Coinvestigador(a)
ANALISIS BAYESIANO APLICADO PAPIIT UNAM-MEXICO (IN106114-3) Proyecto 2014-2016 Coinvestigador(a)
Bayesian approaches for statistical shape analysis: New developments and applications. Gutiérrez, Luis Alberto Proyecto (2014)
BAYESIAN APPROACHES FOR STATISTICAL SHAPE ANALYSIS=> NEW DEVELOPMENTS AND APPLICATIONS FONDECYT (11140013) Proyecto 2014-2017 Inv. Responsable
ANALISIS ESPACIO-TEMPORAL DE MORBILIDAD/MORTALIDAD EN CHILE=> EFECTO DE MEGAFUENTES EN AREAS PEQUEÑAS FONIS (SA12I2046) Proyecto 2013-2014 Coinvestigador(a)
Análisis espacio-temporal de morbilidad/mortalidad en Chile: Efecto de megafuentes en áreas pequeñas. GutiÉrrez, Luis Alberto Proyecto (2013)
HIERARCHICAL PARAMETRIC AND NONPARAMETRIC BAYESIAN CLASSIFICATION MODELS, NEW DEVELOPMENTS AND APPLICATIONS TO HIGH DIMENSIONAL DATA University of Chile (U-INICIA02/12A) Proyecto 2012-2014 Inv. Responsable