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Rolando de la Cruz Mesía

Associate Professor

Universidad Adolfo Ibáñez

Peñalolén, Santiago, Chile

Líneas de Investigación


Biostatistics; Data science and statistical learning; Functional and longitudinal data analysis; Parametric and Nonparametric Bayesian statistics; Spatial Statistics.

Educación

  •  Statistics, Universidad Nacional de Trujillo. Peru, 1997
  •  Statistics, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2000
  •  Statistics, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2005

Experiencia Académica

  •   Part Time Lecturer Part Time

    Universidad de Talca

    Institute of Mathematics and Physics

    Talca, Chile

    1999 - 1999

  •   Part Time Lecturer Part Time

    Universidad Adolfo Ibañez

    Faculty of Engineering and Sciences

    Santiago, Chile

    2005 - 2006

  •   Adjunct Assistant Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Medicine

    Santiago, Chile

    2007 - 2010

  •   Adjunct Assistant Professor Part Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Mathematics

    Santiago, Chile

    2005 - 2016

  •   Assistant Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Medicine

    Santiago, Chile

    2010 - 2014

  •   Postdoctoral position Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Mathematics

    Santiago, Chile

    2005 - 2007

  •   Associate Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Medicine

    Santiago, Chile

    2014 - 2016

  •   Associate Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

    Sciences

    Valparaíso, Chile

    2016 - 2018

  •   Associate Professor Full Time

    UNIVERSIDAD ADOLFO IBANEZ

    Engineering and Sciences

    Santiago, Chile

    2018 - A la fecha

Experiencia Profesional

  •   Training Pre-professional Part Time

    National Institute of Statistics and Informatics

    Trujillo, Peru

    1996 - 1996

Formación de Capital Humano


Students

Undergraduate students:
4. Paula Aguirre. "Comportamiento del precio de las bencinas en Santiago, Chile". Faculty of Engineering and Sciences. Universidad Adolfo Ibáñez. Finished April, 2019.
3. Valeria Escárate. "Análisis multinivel del rendimiento académico en las pruebas SIMCE 2006 con información perinatal". Institute of Statistics. Ponti ficia Universidad Católica de Valparaíso. Finished December, 2017.
2. Alvaro Vidal. "Técnicas estadísticas y métodos espaciales: diferencia en la ecología del paisaje entre dos zonas del Monte Carmelo Chileno". Institute of Statistics. Ponti ficia Universidad Católica de Valparaíso. Finished December, 2016.
1. Carolina Naranjo. "Allelic variants of the melanocortin-3 receptor gene (MC3R) and weight loss in obesity: a randomised trial of hypo-energetic high- versus low-fat diets". Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished February, 2009. Co-tutoring Prof. José Luis Santos.

MS students:

30. Felipe Rojas. Magíster en Ingeniería Industrial e Investigación de Operaciones. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. In progress.
29. Daniel Carrasco and Elizabeth Manzor. Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. In progress.
28. Francisco Rodríguez. Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. In progress.
27. Juan Ernesto Sepulveda. Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. In progress.
26. Claudio Brandt, Luis Felipe Valencia and Marco Reyes. Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. In progress.
25. Nicolás Abuhadba Espinosa and Alan Moya Bastías. "Entrega Permanencia Definitiva “PeDe” del Departamento de Extranjería y Migración. Gobierno de Chile". Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. Finished May, 2020.
24. Claudio Cisternas, Sergio Mella and Gonzalo Fernández. "Modelo Predictivo de Venta Diaria-Mensual para Clínica Vespucio". Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. Finished March, 2020.
23. Fabián Palma. "Modelos de Comportamiento para la Gestión del Riesgo de Crédito". Master in Data Science. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. Finished January, 2020.
22. Andrés Reino. "Desarrollo de una aplicación web interactiva en R usando 'Shiny' para el análisis de la red social Twitter". MSc in Statistics. Institute of Statistics. Pontifi cia Universidad Católica de Valparaíso. Finished December, 2017.
21. María Antonieta Jara. "Construcción de modelos de clasi ficación para muestras desbalanceadas con técnicas de remuestreo". MSc in Statistics. Institute of Statistics. Ponti cia Universidad Católica de Valparaíso. Finished December, 2017.
20. Christian Araya. "Técnicas de Clasi ficación para Datos Longitudinales no Gaussianos". MSc in Statistics. Institute of Statistics. Ponti ficia Universidad Católica de Valparaíso. Finished December, 2017.
19. Ismael Valdivia. "Modelos predictivos: Sistema de alerta temprana para apoyo estudiantil". Institute of Statistics. Ponti cia Universidad Católica de Valparaíso. Finished December, 2017.
18. Jorge Saavedra. "Análisis comparativo de herramientas de clasi ficación/discriminación utilizando métodos quimiométricos". MSc in Statistics. Institute of Statistics. Ponti ficia Universidad Católica de Valparaíso. Finished December, 2017.
17. Rodrigo Vega. "Variabilidad jerárquica del descarte en la estrategia de muestreo de las flotas cerqueras de sardina comun (Strangomera bentincki) y anchoveta (Engraulis ringens) en la zona centro-sur de Chile". MSc in Statistics. Institute of Statistics. Ponti ficia Universidad Católica de Valparíaso. Finished December, 2017.
16. Miguel Fernández. "Análisis de sobrevivencia de variable discreta aplicado a la deserción de estudiantes de la Facultad de Ingeniería de la Ponti ficia Universidad Católica de Valparaíso". MSc in Statistics. Institute of Statistics, Ponti ficia Universidad Católica de Valparaíso. Finished December, 2016.
15. Catalina León. "Minería de textos y el análisis de sentimiento: Una aplicación en el caso de las AFP". MSc in Statistics. Institute of Statistics, Ponti ficia Universidad Católica de Valparaíso. Finished December, 2016.
14. Cristina Cárdenas. "Aplicación de un modelo lineal mixto para determinar los factores que inciden en la matrícula de primer año: El caso de las Ingenierías en Universidades Chilenas". MSc in Statistics. Institute of Statistics, Ponti ficia Universidad Católica de Valparaíso. Finished December, 2016.
13. Beatriz Miranda. "Modelos de regresión cuántil, en factores perinatales que influyen en el desarrollo cognitivo". MSc in Statistics. Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished December, 2015.
12. Vezna Sabando. "Modelos lineales generalizados para datos de conteo, en la identi ficación de factores de riesgo de caries en embarazadas". MSc in Statistics. Institute of Statistics, Pontifi cia Universidad Católica de Valparaíso. Finished December, 2015.
11. Perla Celis. "A general class of probability density functions with positive support and its use in survival analysis". MSc in Industrial Statistics. Department of Mathematics. Universidad de Antofagasta. Finished July 2015. Co-tutoring Prof. Héctor Gómez, UA.
10. Simón Leiva. "Exact estimation procedures in multivariate nonlinear mixed-effects models with missing response". MSc in Statistics. Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished December 2014. Co-tutoring Prof. Cristian Meza, UV.
9. Fabiola Gesell. "Variable selection methods with applications in crime analysis". MSc in Statistics. Department of Statistics, Ponti ficia Universidad Católica de Chile. Finished December, 2012.
8. Alfredo Durán. "On discriminant analysis using the skew-t distribution". MSc in Statistics. Department of Statistics, Ponti ficia Universidad Católica de Chile. Finished December, 2012.
7. Romina Vergara. "On discriminant analysis using the skew{normal distribution". MSc in Statistics. Department of Statistics, Ponti ficia Universidad Católica de Chile. Finished December, 2012.
6. Ivana Camacho. "Estudio de las determinantes de la variación departamental de la mortalidad infantil en Bolivia: Un acercamiento multinivel". MSc in Epidemiology. Department of Public Health, Ponti ficia Universidad Católica de Chile. Finished July, 2011. Co-tutoring Prof. Paula Bedregal.
5. Denisse López. "Detection of a change-point in regression models with nonstandard assumptions". MSc in Statistics. Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished July, 2011.
4. Carolina Naranjo. "Análisis del efecto del gen MC3R sobre la pérdida de grasa corporal y disminución del diámetro de cintura usando modelos lineales mixtos". MSc in Statistics. Department of Statistics, Ponti ficia Universidad Católica de Chile. Finished December, 2010. Co-tutoring Prof. José Luis Santos.
3. Patricia Muñoz. "A comparison of two estimation methods for logistic regression model whose covariates are random effects in a nonlinear mixed-effects model". MSc in Statistics. Department of Statistics, Ponti ficia Universidad Católica de Chile. Finished July, 2009.
2. Alejandra Rodríguez. "Análisis discriminante para datos longitudinales basado en modelos lineales paramétricos y semiparamétricos: Un enfoque Bayesiano". MSc in Statistics. Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished July, 2006.
1. Paula Salinas. "Análisis discriminante para datos longitudinales basado en modelos lineales paramétricos y semiparamétricos". MSc in Statistics. Department of Statistics, Pontifi cia Universidad Católica de Chile. Finished July, 2006.

PhD students:
3. Nathalie Humeniy Jacobs. Department of Statistics, Pontifi cia Universidad Católica de Chile. Expected december 2020.
2. Ismael Valdivia Zamorano. Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez. Expected december 2022.
1. Wu Quan. PhD in Economics, Faculty of Economics and Business (Sarriko), University of the Basque Country UPV/EHU, Spain. Expected 2022 (co-tutor: V. Núñez-Antón).


Difusión y Transferencia


Independent consultant and experienced advisor in data science, big data and machine learning in business, education, finance, industry, health, port logistic and media. Providing technical consultancy for:
1) D&S (now Walmart),
2) MIDE UC,
3) VTR,
4) Ripley,
5) Multitiendas CORONA S.A.,
6) U-Planner,
7) Empresa Portuaria de Valparaíso.
8) FEDEQUINTA,
9) FONASA.


Premios y Distinciones

  •   Mención Especial en el Area de Estadística, Premio Aranda Ordaz para tesis doctorales

    Bernoulli Society

    Peru, 2007

    FRANCISCO ARANDA ORDAZ AWARD LARC-SLAPEM organizes every two/three years the Francisco Aranda-Ordaz Award. It is a Ph.D. thesis contest sponsored by the Bernoulli Society, created to honor the memory of Francisco Aranda-Ordaz, a distinguished young Mexican statistician who died tragically in 1991. The prize is awarded for one thesis in Probability and one thesis in Statistics written by students from Latin America regardless of the country of the university offering the degree or by students from other nationalities who received the degree from a Latin American university. The winner are invited to present their works at the CLAPEM meeting.

  •   David P. Byar Young Investigator Award

    American Statistical Association

    Estados Unidos, 2005

    The David P. Byar Young Investigator Award is given annually to a new researcher in the ASA Biometrics Section who presents an original manuscript at the Joint Statistical Meetings. The award commemorates David Byar, a renowned biostatistician who made significant contributions to the development and application of statistical methods during his career at the National Cancer Institute.

  •   Laha Award

    Institute of Mathematical Statistics

    Chile, 2005

    IMS LAHA AWARDS With funds from a generous bequest by the late Professor Radha Govind Laha, IMS has established the Laha Awards for travel to the IMS Annual Meeting.

  •   Invited Speaker

    Grenoble INP, Grenoble Institute of Technology

    Francia, 2017

    Invited Speaker for the Invited Session "Bayesian Inference for Degradation Models". 10th International Conference on Mathematical Methods in Reliability. July 3 to 6, 2017. Grenoble, France.

  •   Invited Speaker

    UNIVERSIDAD DE CHILE

    Chile, 2016

    Invited speaker for the seminar Business Analytics in Finance and Industry - BAFI 2016

  •   Invited Speaker

    Sociedad Española de Biometría

    España, 2015

    Invited speaker for the XV Spanish Biometric Conference and V Ibero-American Biometric Meeting. September 22 to 25, 2015. Bilbao, Spain.

  •   Invited Speaker

    CARABINEROS DE CHILE

    Chile, 2014

    Invited speaker for the First International Summit on Scienti fic Criminal Analysis. April 21 to 27, 2014. Santiago, Chile.

  •   Invited Speaker

    SIMON FRASER UNIVERSITY

    Canada, 2012

    invited speaker for the Workshop on Computational Criminology. September 19 to 21, 2012. Simon Fraser University, Vancouver, Canada.

  •   IBS Award Fund Committee Member

    International Biometric Society

    Estados Unidos, 2020

    The primary purpose of the Awards Fund Committee is to promote biometric activity in those areas of the world approved by the council as "lower and middle-income countries"

  •   Invited Speaker

    UNIVERSIDAD DEL BIO-BIO

    Chile, 2020

    Jornadas de Ingeniería Estadística 2020.

  •   Invited Speaker

    UNIVERSIDAD NACIONAL DE COLOMBIA

    Colombia, 2018

    IV Jornada de Probabilidad y Procesos Estocásticos. Facultad de Ciencias de la Universidad Nacional de Colombia (sede Bogota). December 3 to 6, 2018. Bogotá, Colombia.

  •   Invited Speaker

    UNIVERSIDAD ADOLFO IBANEZ

    Chile, 2019

    Workshop: Reliability and Resiliency in Network Infrastructure. January 22 to 24, 2019. Santiago, Chile.


 

Article (28)

Error-rate estimation in discriminant analysis of non-linear longitudinal data: A comparison of resampling methods
Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed-effects model approach
Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements
Desigualdades en desarrollo infantil temprano entre prestadores públicos y privados de salud y factores asociados en la Región Metropolitana de Chile
Study protocol for the Maule Cohort (MAUCO) of chronic diseases, Chile 2014-2024
Classification of longitudinal data through a semiparametric mixed-effects model based on lasso-type estimators
Bayesian analysis for nonlinear mixed-effects models under heavy-tailed distributions
Bayesian split-population models for estimating recidivism
Epidemiology of febrile neutropenia in adult patients with acute leukemia and lymphoma. Cohort study of public and private hospital of Santiago, Chile
Epidemiology of febrile neutropenia in adult patients with acute leukemia and lymphoma. Cohort study of public and private hospital of Santiago, Chile [Epidemiología de neutropenia febril en pacientes adultos con leucemia aguda y linfoma. Estudio de cohorte en hospitales público y privado de Santiago, Chile]
Epidemiología de neutropenia febril en pacientes adultos con leucemia aguda y linfoma: Estudio de cohorte en hospitales público y privado de Santiago, Chile
Nonattendance to medical specialists’ appointments and its relation to regional environmental and socioeconomic indicators in the Chilean public health system
Efficacy of nifurtimox for the treatment of chronic Chagas disease
Estimation in nonlinear mixed-effects models using heavy-tailed distributions
Review of the book "Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians" by R. Christensen, W. Johnson, A. Branscum, and T.E. Hanson.
Allelic Variants of Melanocortin 3 Receptor Gene (MC3R) and Weight Loss in Obesity: A Randomised Trial of Hypo-Energetic High- versus Low-Fat Diets
Logistic regression when covariates are random effects from a non-linear mixed model
On an extension of the von Mises distribution due to Batschelet
Medical and Surgical Treatments for Obesity Have Opposite Effects on Peptide YY and Appetite: A Prospective Study Controlled for Weight Loss
Bayesian Analysis for Nonlinear Regression Model Under Skewed Errors, with Application in Growth Curves
Discriminant Analysis for Longitudinal Data with Multiple Continuous Responses and Possibly Missing Data
Bayesian non-linear regression models with skew-elliptical errors: Applications to the classification of longitudinal profiles
Model-based clustering for longitudinal data
A model-based approach to Bayesian classification with applications to predicting pregnancy outcomes from longitudinal beta-hCG profiles
Semiparametric Bayesian classification with longitudinal markers
Non-linear random effects model for multivariate responses with missing data
Non-linear random effects models with continuous time autoregressive errors: a Bayesian approach
A Bayesian approach for nonlinear regression models with continuous errors

Abstract (2)

Allelic Variants of the Melanocortin-3 Receptor Gene (MC3R) and Weight Loss in Obesity: Interaction with Hypo-energetic High-fat Versus Low-fat Diets
Different effects of roux-en-y gastric bypass (RGYB), sleeve gastrectomy (SG), and medical treatment (MED) of obesity on PYY, hunger and satiety, for similar magnitudes of weight loss: a preliminary report

BookReview (1)

Review of the book "Introduction to Randomized Controlled Clinical Trials, 2nd Edition" by J.N.S. Matthews

Letter (2)

Hacia la evaluación de "Chile Crece Contigo": Resultados psicosociales del estudio piloto
Preliminary Report of a Governmental Program on Children Psychosocial Development Care in Chile

Proyecto (33)

Topics in mixed-effects models
Propuestas metodol?ogicas alternativas bayesianas, semiparametricas y de verosimilitus emp??rica en datos longitudinales, an?alisis de supervivencia y modelizaci?on de la CVRS
Statistical inference for dependent stochastic processes and application in renewable energy
Advanced Center for Chronic Diseases (ACCDIS)
M?étodos Avanzados en Modelos Espaciales de Sobredispersi?ón, Modelizaci?on de la CVRS y Datos Longitudinales=> Desarrollo, Implementaci?on y Validaci?ón
NEW CHALLENGES IN MIXED-EFFECTS MODELS
FLEXIBLE MODELING OF COMPLEX LONGITUDINAL DATA USING SKEW-ELLIPTICAL DISTRIBUTIONS
Statistics for public policy in education=> Analysis and Decision-making of observational data
Consolidación de la red BioStatNet=> Nuevas Estrategias de Colaboración en Investigación, Transferencia y Formación
CONTRIBUTIONS TO MIXED-EFFECTS MODELS FOR COMPLEX DATA=> NEW DEVELOPMENTS AND APPLICATIONS
BioStatNet=> an interdisciplinary biostatistics network
Quantitative methods in security
CONTRIBUTIONS TO MIXED-EFFECTS MODELS=> NEW DEVELOPMENTS AND APPLICATIONS
NON-LINEAR REGRESSION MODELS WITH SKEW-ELLIPTICAL DISTRIBUTIONS WITH APPLICATIONS TO CLASSIFICATION OF LONGITUDINAL PROFILES
Advanced Center for Chronic Diseases (ACCDIS)
BioStatNet: an interdisciplinary biostatistics network
Consolidación de la red BioStatNet: Nuevas Estrategias de Colaboración en Investigación, Transferencia y Formación
Contributions to mixed-eff ects models for complex data: New developments and applications
Contributions to mixed-eff ects models: New developments and applications
Estudio de Carga de Enfermedad y Carga Atribuible 2007
Estudio de valor agregado SIMCE
Flexible modeling of complex longitudinal data using skew-elliptical distributions
Generalized linear models when covariates are subject-speci fic parameters in a nonlinear mixed-e ffects model for longitudinal measurements
Incidencia, factores de riesgo, caracterización y pronóstico de episodios de neutropenia febril en adultos con linfoma o leucemia en quimioterapia
Joint analysis of nonlinear longitudinal data with informative right censoring
Levantamiento y análisis de información sobre desarrollo infantil y sus principales determinantes sociales y económicas, en el contexto de la evaluación del Sistema Chile Crece Contigo
Métodos Avanzados en Modelos Espaciales de Sobredispersión, Modelización de la CVRS y Datos Longitudinales: Desarrollo, Implementación y Validación
New Challenges in Mixed-Eff ects Models
Nonlinear regression models with skew-elliptical distributions with applications to the classi fication of longitudinal pro files
Propuestas metodológicas alternativas bayesianas, semiparamétricas y de verosimilitudes empírica en datos longitudinales, análisis de supervivencia y modelización de la CVRS
Quantitative methods in security
Statistical inference for dependent stochastic processes and application in renewable energy
Statistics for public policy in education: Analysis and Decision-making of observational data
62
Rolando de la Cruz

Associate Professor

Faculty of Engineering and Sciences

Universidad Adolfo Ibáñez

Peñalolén, Santiago, Chile

5
Fernando Quintana

Professor

Statistics

Pontificia Universidad Católica de Chile

Santiago, Chile

4
Cristian Meza

PROFESOR ADJUNTO

UNIVERSIDAD DE VALPARAÍSO

VALPARAÍSO, Chile

3
María de las Nieves Bedregal

Director Integrative Medicine Unit

PUBLIC HEALTH

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

SANTIAGO, Chile

2
Juan Valderas

diabetologist

asociacion de diabeticos de chile

Santiago, Chile

1
SANDRA CORTES

ASSOCIATED PROFESSOR

PUBLIC HEALTH

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

SANTIAGO, Chile

1
Rodrigo Fuentes

Epidemiólogo

Docencia, Extensión e Investigación

Corporación de Ayuda al Niño Quemado - COANIQUEM

Santiago, Chile

1
Sergio Lavandero

Director

Advanced Center for Chronic Diseases (ACCDiS)

UNIVERSIDAD DE CHILE, FAC CIENCIAS QUÍMICAS Y FARMACÉUTICAS

Santiago, Chile

1
Juan Miquel

Full Professor

Gastroenterology

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Pablo Toro

Profesor Asociado

Psiquiatría

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Pablo Castro

JEFE DIVISION

DIVISION ENFERMEDADES CARDIOVASCULARES

Pontificia Universidad Católica de Chile

SANTIAGO, Chile

1
Álvaro Passi

PhD student

Research Department of Epidemiology & Public Health

University College London

London, Reino Unido

1
Alejandra Vives

DEPTO. SALUD PÚBLICA, UNIVESIDAD CATÓLICA DE CHILE

Santiago, Chile

1
CLAUDIA BAMBS

PROFESORA ASOCIADA

SALUD PÚBLICA

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

1
Juan Roa

Chair

Pathology

Pontificia Universidad Catolica de Chile

santiago, Chile

1
fresia ferreccio

Full Professor, Director PhD Epidemiolgy Program

Public Health

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE FACULTAD DE MEDICINA, ESCUELA DE MEDICINA, DEPARTAMENTO DE SALUD PÚBLICA.

Santiago, Chile

1
JOSE SANTOS

Full Professor

Department of Nutrition, Diabetes and Metabolism

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Laura Huidobro

Académico

Ciencias Preclínicas

Universidad Católica del Maule

Talca, Chile

1
INES

Profesor Asistente

Enfermedades Infecciosas del Adulto

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Alex Escalona

Assistant Professor

Cirugía Digestiva

Pontificia Universidad Catolica de Chile

Santiago, Chile

1
Felipe Osorio

Profesor Auxiliar

Departamento de Matemática

Universidad Técnica Federico Santa María

Valparaiso, Chile

1
Claudia Foerster

Assistant Professor

Institute of Agri-food, Animal and Environmental Sciences

Universidad de O'Higgins

San Fernando, Chile