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Luis Alberto Gutiérrez Inostroza

Assistant Professor

Pontificia Universidad Católica de Chile, Faculty of Mathematics

Santiago, Chile

Líneas de Investigación


Bayesian Statistics, Data Science, Computational Statistics

Educación

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

Experiencia Académica

  •   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 - A la fecha

  •   Postdoctoral research fellow Full Time

    Universidad Nacional Autónoma de México

    Research Institute for Applied Mathematics and Systems

    México

    2015 - 2016

Experiencia Profesional

  •   Statistician Part Time

    Universidad de Concepción

    Concepción , Chile

    2004 - 2006

Formación de Capital Humano


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.


Premios y Distinciones

  •   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


 

Article (19)

On a Dirichlet Process Mixture Representation of Phase-Type Distributions.
A Bayesian nonparametric testing procedure for paired samples
A Bayesian Approach to Statistical Shape Analysis via the Projected Normal Distribution
A Bayesian Nonparametric Multiple Testing Procedure for Comparing Several Treatments Against a Control
Modelling failures times with dependent renewal type models via exchangeability
Linear models for statistical shape analysis based on parametrized closed curves
A time dependent Bayesian nonparametric model for air quality analysis
Impact of large industrial emission sources on mortality and morbidity in Chile: A small-areas study
On GEM diffusive mixtures
Bayesian nonparametric classification for spectroscopy data
Optimal information in authentication of food and beverages
FLAVONOL PROFILES FOR VARIETAL DIFFERENTIATION BETWEEN CARMENERE AND MERLOT WINES PRODUCED IN CHILE: HPLC AND CHEMOMETRIC ANALYSIS
Flavonol profiles for varietal differentiation between carmé nère and merlot wines produced in Chile: HPLC and chemometric analysis
Multivariate Bayesian discrimination for varietal authentication of Chilean red wine
MULTIVARIATE BAYESIAN SEMIPARAMETRIC MODELS FOR AUTHENTICATION OF FOOD AND BEVERAGES
Tribromophenol and pentachlorophenol uptake from sawdust to horticultural products
Polychlorinated biphenyls (PCBs) in mussels along the Chilean Coast
Volatile carbonylic compounds in downtown Santiago, Chile
Comparison of shikimic acid determination by capillary zone electrophoresis with direct and indirect detection with liquid chromatography for varietal differentiation of red wines

Abstract (1)

Anthocyanin, flavonol and shikimic acid profiles as a tool to verify varietal authenticity in red wines produced in Chile.

Proyecto (12)

Estudio epidemiológico observacional para evaluar el efecto de medidas de control gubernamentales sobre la dinámica espacio-temporal de COVID-19 en Chile
Bayesian Nonparametric Time Dependent Models
Center for the Discovery of Structures in Complex Data
Inferencia Bayesiana en distribuciones tipo fase: Nuevos desarrollos y aplicaciones
Inferencia Bayesiana en distribuciones tipo fase=> Nuevos desarrollos y aplicaciones
BAYESIAN NONPARAMETRIC STATISTICS FOR COMPLEX DATA
ANALISIS BAYESIANO APLICADO
Bayesian approaches for statistical shape analysis: New developments and applications.
BAYESIAN APPROACHES FOR STATISTICAL SHAPE ANALYSIS=> NEW DEVELOPMENTS AND APPLICATIONS
ANALISIS ESPACIO-TEMPORAL DE MORBILIDAD/MORTALIDAD EN CHILE=> EFECTO DE MEGAFUENTES EN AREAS PEQUEÑAS
Análisis espacio-temporal de morbilidad/mortalidad en Chile: Efecto de megafuentes en áreas pequeñas.
HIERARCHICAL PARAMETRIC AND NONPARAMETRIC BAYESIAN CLASSIFICATION MODELS, NEW DEVELOPMENTS AND APPLICATIONS TO HIGH DIMENSIONAL DATA
26
Luis Gutiérrez

Assistant Professor

Statistics

Pontificia Universidad Católica de Chile, Faculty of Mathematics

Santiago, Chile

8
Claudia Mardones

Académica

Departamento Análisis Instrumental

UNIVERSIDAD DE CONCEPCIÓN

Concepción, Chile

7
Dietrich von Baer

Profesor Titular

Análisis Instrumental

UNIVERSIDAD DE CONCEPCIÓN - FACULTAD DE FARMACIA

Concepción, Chile

3
Fernando Quintana

Professor

Statistics

Pontificia Universidad Católica de Chile

Santiago, Chile

3
Carola Vergara

Profesor Asociado

Departamento de Análisis Instrumental

Universidad de Concepción

Concepcion, Chile

2
Alex Berg

Director Ejecutivo UDT

Universidad de Concepción

Coronel, Chile

1
Pablo Ruiz

Associate Professor

Instituto de Salud Poblacional

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Ricardo Barra

Profesor Titular

Sistemas Acuáticos

Facultad de Ciencias Ambientales/Centro EULA Chile

Concepción, Chile

1
Roberto Urrutia

Profesor Titular

Sistemas Acuáticos

UNIVERSIDAD DE CONCEPCION

Concepcion, Chile

1
Mónica Montory

Docence

Recurso Hídrico

Universidad de Concepcion

Chillan, Chile

1
María Rubio

ACADEMICO

CIENCIAS DEL AMBIENTE

UNIVERSIDAD DE SANTIAGO DE CHILE

Santiago, Chile

1
Andrés Barrientos

Assistant Professor

Statistics

Florida State University

Tallahassee, Estados Unidos

1
Jorge González

Profesor Asociado

Estadística

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE, FACULTAD DE MATEMÁTICAS

Santiago, Chile