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Danilo Alvares da Silva

Assistant Professor

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

Bayesian statistics; Computational methods; Machine learning; Artificial intelligence; Biostatistics; Survival modeling; Longitudinal analysis; Statistical analysis for health policy and education.

Applied Mathematics and Computer Science, UNIVERSIDADE DE SAO PAULO. Brasil, 2011
Computer Science and Computational Mathematics, UNIVERSIDADE DE SAO PAULO. Brasil, 2013
Biostatistics, UNIVERSIDAD DE VALENCIA. España, 2015
Statistics and Optimization, UNIVERSIDAD DE VALENCIA. España, 2017

Postdoctoral Research Fellow Full Time

HARVARD UNIVERSITY

Boston, Estados Unidos

2017 - 2018

Assistant Professor Full Time

Pontificia Universidad Católica de Chile

Santiago, Chile

2018 - At present

Academic Merit Diploma (Class 2008)

UNIVERSIDADE DE SAO PAULO

Brasil, 2009

Best student during the academic year 2008/2009 of the course B.Sc. in Applied Mathematics and Scientific Computing.
Academic Merit Diploma (Class 2008)

UNIVERSIDADE DE SAO PAULO

Brasil, 2010

Best student during the academic year 2009/2010 of the course B.Sc. in Applied Mathematics and Scientific Computing.
Academic Merit Diploma (Class 2008)

UNIVERSIDADE DE SAO PAULO

Brasil, 2011

Best student of the course B.Sc. in Applied Mathematics and Scientific Computing in 2011.
Doctorate Cum Laude

UNIVERSIDAD DE VALENCIA

España, 2017

Cum Laude qualification for the doctoral thesis entitled "Sequential Monte Carlo methods in Bayesian joint models for longitudinal and time-to-event data".
Scientific Writing

UNIVERSIDAD DE VALENCIA

España, 2017

Incentive (€800) for the linguistic quality in the elaboration of doctoral theses in English.
Fall 2017 Travel Award

HARVARD UNIVERSITY

Estados Unidos, 2017

The Postdoc Association Travel Award provides financial support for Harvard Chan research fellows and associates to attend conferences.
ENAR 2018 Poster Award

HARVARD UNIVERSITY

Estados Unidos, 2018

Best poster at the International Biometric Society Eastern North American Region Conference, Atlanta, USA.


A proposal of model of emotional regulation in intelligent learning environments Reis, Helena; Alvares, Danilo; Jaques, Patricia; Isotani, Seiji Article Informatics in Education (2021)
A strategy to impute age at onset of a particular condition from external sources Alvares, Danilo; Paredes, Fabio; Vargas, Claudio; Ferreccio, Catterina Article ISI STATISTICAL METHODS IN MEDICAL RESEARCH (2021)
A tractable Bayesian joint model for longitudinal and survival data Alvares, Danilo; Rubio, Francisco J. Article ISI STATISTICS IN MEDICINE (2021)
A Two-Stage Approach for Bayesian Joint Models of Longitudinal and Survival Data: Correcting Bias with Informative Prior Leiva-Yamaguchi, Valeria; Alvares, Danilo Article ISI Entropy (2021)
Bayesian regularization for flexible baseline hazard functions in Cox survival models Lazaro, Elena; Armero, Carmen; Alvares, Danilo Article ISI BIOMETRICAL JOURNAL (2021)
Bayesian survival analysis with BUGS Alvares, Danilo; Lazaro, Elena; Gomez-Rubio, Virgilio; Armero, Carmen Article ISI STATISTICS IN MEDICINE (2021)
Customization of emotional regulation according to the personality of students in intelligent tutoring systems Reis, Helena; Alvares, Danilo; Jaques, Patricia; Isotani, Seiji Article Brazilian Journal of Computers in Education (2021)
Promoting critical thinking in an online, project-based course Cortazar, Catalina; Nussbaum, Miguel; Harcha, Jorge; Alvares, Danilo; Lopez, Felipe; Goni, Julian; Cabezas, Veronica Article ISI COMPUTERS IN HUMAN BEHAVIOR (2021)
Sequential Monte Carlo methods in Bayesian joint models for longitudinal and time-to-event data Alvares, Danilo; Armero, Carmen; Forte, Anabel; Chopin, Nicolas Article ISI STATISTICAL MODELLING (2021)
What to Learn? Socialization of the Subject Hierarchy in Schools Araneda, Daniel; Galarce, Jeremy; Alvares, Danilo; Nussbaum, Miguel Article ISI EDUCATIONAL STUDIES-AESA (2021)
Association between ambient beta particle radioactivity and lower hemoglobin concentrations in a cohort of elderly men Vieira, Carolina L. Z.; Garshick, Eric; Alvares, Danilo; Schwartz, Joel; Huang, Shaodan; Vokonas, P.; Gold, Diane R.; Koutrakis, Petros Article ISI ENVIRONMENT INTERNATIONAL (2020)
Cardiometabolic risk factors correlated with the incidence of dysglycaemia in a Brazilian normoglycaemic sample: the Baependi Heart Study cohort De Oliveira, Camila Maciel; Tureck, Luciane Viater; Alvares, Danilo; Liu, Chunyu; Horimoto, Andrea Roseli Vancan Russo; de Oliveira Alvim, Rafael; Krieger, Jose Eduardo; Pereira, Alexandre C. Article ISI SCOPUS DIABETOLOGY & METABOLIC SYNDROME (2020)
Is Teamwork Different Online Versus Face-to-Face? A Case in Engineering Education Goni, Julian; Cortazar, Catalina; Alvares, Danilo; Donoso, Urania; Miranda, Constanza Article ISI SUSTAINABILITY (2020)
Psychometric properties of the Chilean version of the Quick Disabilities of the Arm, Shoulder and Hand (Quick DASH) questionnaire for patients with shoulder disorders Chamorro, Claudio; Alvares, Danilo; Berger, Soledad; Balocci, Francesca; Rodriguez, Ximena; Soza, Francisco Article ARCHIVOS DE MEDICINA DEL DEPORTE (2020)
Relationship between marital status and incidence of type 2 diabetes mellitus in a Brazilian rural population: The Baependi Heart Study de Oliveira, Camila Maciel; Viater Tureck, Luciane; Alvares, Danilo; Liu, Chunyu; Horimoto, Andrea Roseli Vancan Russo; Balcells, Mercedes; de Oliveira Alvim, Rafael; Krieger, Jose Eduardo; Pereira, Alexandre Costa Article ISI PLOS ONE (2020)
Geomagnetic disturbances driven by solar activity enhance total and cardiovascular mortality risk in 263 US cities Vieira, Carolina Leticia Zilli; Alvares, Danilo; Blomberg, Annelise; Schwartz, Joel; Coull, Brent; Huang, Shaodan; Koutrakis, Petros Article ISI SCOPUS ENVIRONMENTAL HEALTH (2019)
SemiCompRisks: An R Package for the Analysis of Independent and Cluster-correlated Semi-competing Risks Data Alvares, Danilo; Haneuse, Sebastien; Lee, Catherine; Lee, Kyu Ha Article ISI SCOPUS R JOURNAL (2019)
A DGS gesture dictionary for modelling on mobile devices Isotani, Seiji; Reis, Helena M.; Alvares, Danilo; Brandao, Anarosa A. F.; Brandao, Leonidas O. Article ISI INTERACTIVE LEARNING ENVIRONMENTS (2018)
Analysis of permanence time in emotional states: A case study using educational software Reis, Helena; Alvares, Danilo; Jaques, Patricia; Isotani, Seiji Article https://link.springer.com/chapter/10.1007/978-3-319-91464-0_18 BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2018)
Reproducibility, visibility and diversity: Current trends in Biostatistics viewed by young researchers Cacheiro, Pilar; Lorenzo-Arribas, Altea; Lázaro, Elena; Alvares, Danilo; Barrio, Irantzu; Bofill Roig, Marta; Branco, Miguel; Gómez-Mateu, Moisés; Vilor-Tejedor, Natalia; Pérez-Haro, María José Article http://www.seio.es/BBEIO/BEIOVol34Num1/files/assets/common/downloads/publication.pdf Boletín de Estadística e Investigación Operativa (2018)
What Does Objective Mean in a Dirichlet-multinomial Process? Alvares, Danilo; Armero, Carmen; Forte, Anabel Article ISI INTERNATIONAL STATISTICAL REVIEW (2018)
Bayesian joint modeling of bivariate longitudinal and competing risks data: An application to study patient-ventilator asynchronies in critical care patients Rue, Montserrat; Andrinopoulou, Eleni-Rosalina; Alvares, Danilo; Armero, Carmen; Forte, Anabel; Blanch, Lluis Article ISI BIOMETRICAL JOURNAL (2017)
Incidence and control of black spot syndrome of tiger nut Alvares, D.; Armero, C.; Forte, A.; Serra, J.; Galipienso, L.; Rubio, L. Article ISI ANNALS OF APPLIED BIOLOGY (2017)
Sequential Monte Carlo Methods in Random Intercept Models for Longitudinal Data Alvares, Danilo; Armero, Carmen; Forte, Anabel; Chopin, Nicolas; Argiento, R; Lanzarone, E; Villalobos, IA; Mattei, A Article ISI APPLIED NON-LINEAR DYNAMICAL SYSTEMS (2017)
Typhimurium virulence changes caused by exposure to different non-thermal preservation treatments using Sanz-Puig, Maria; Lazaro, Elena; Armero, Carmen; Alvares, Danilo; Martinez, Antonio; Rodrigo, Dolores Article ISI INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY (2017)
Exploring Bayesian models to evaluate control procedures for plant disease Alvares, Danilo; Armero, Carmen; Forte, Anabel; Rubio, Luis Article https://doi.org/10.2436/20.8080.02.38 SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS (2016)


A Bayesian graphical and probabilistic proposal for bias analysis Ovalle, C.; Alvares, D.; Wiberg, M.; Molenaar, D.; González, J.; Böckenholt, U.; Kim J.-S. BookSection (2020)
Statistically validating patient self-reporting questionnaires in medicine Pavani, Jessica; Alvares, Danilo; González, José A.; Rius, Roser BookSection (2020)


Bayesian approach for semi-competing risks data analysis with complex censoring and time-dependent covariates Danilo Alvares da Silva Proyecto (0)

Danilo Alvares

Assistant Professor

Statistics

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

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

Daniel Araneda

Estudiante de Doctorado

Departamento Ciencia de la Comunputación

Universidad Católica

Santiago, Chile

Danilo Alvares da Silva

Líneas de Investigación

Educación

Applied Mathematics and Computer Science, UNIVERSIDADE DE SAO PAULO. Brasil, 2011

Computer Science and Computational Mathematics, UNIVERSIDADE DE SAO PAULO. Brasil, 2013

Biostatistics, UNIVERSIDAD DE VALENCIA. España, 2015

Statistics and Optimization, UNIVERSIDAD DE VALENCIA. España, 2017

Experiencia Académica

Postdoctoral Research Fellow Full Time

Experiencia Profesional

Assistant Professor Full Time

Premios y Distinciones

Academic Merit Diploma (Class 2008)

Academic Merit Diploma (Class 2008)

Academic Merit Diploma (Class 2008)

Doctorate Cum Laude

Scientific Writing

Fall 2017 Travel Award

ENAR 2018 Poster Award

Article (26)

BookSection (2)

Proyecto (1)