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Carolina Ivonne Marchant Fuentes

académica full time

Universidad Católica del Maule

Talca, Chile

Statistical modeling and diagnostic; Theory of univariate and multivariate statistical distributions; Statistical processes control

Licenciado en Estadística, UNIVERSIDAD DE VALPARAISO. Chile, 2009
Magíster en Estadística, UNIVERSIDAD DE VALPARAISO. Chile, 2011
Doutorado em Estatística, UNIVERSIDADE FEDERAL DE PERNAMBUCO. Brasil, 2017
Ingeniero Estadístico, UNIVERSIDAD DE VALPARAISO. Chile, 2009

Académica full time Full Time

UNIVERSIDAD CATOLICA DEL MAULE

Ciencias Básicas

Talca, Chile

2017 - A la fecha

Estadístico Full Time

Corte de Apelaciones de Valparaíso

Valparaíso, Chile

2011 - 2011

Guía de tesis de Magíster: 5
Guía de tesis de licenciatura: 4

Beca “Capital humano avanzado” para estudios de Magíster

COMISION NACIONAL DE INVESTIGACION CIENTIFICA Y TECNOLOGICA

Chile, 2009

Beca “Capital humano avanzado” de la Comisión Nacional de Investigación Científica y Tecnológica del gobierno de Chile para estudios de Magíster en Estadística en Universidad de Valparaíso. Nota de egreso 6,4.
Beca “Becas Chile” de Conicyt

COMISION NACIONAL DE INVESTIGACION CIENTIFICA Y TECNOLOGICA

Chile, 2014

Beca “Becas Chile” de Conicyt para estudios de Doctorado en Estadística en la Universidade Federal de Pernambuco, Brasil (2014- 2016).
Beca “Foundation for Science and Technology of Pernambuco (FACEPE)”

Fundação de Amparo à Ciência e Tecnologia de Pernambuco (FACEPE)

Chile, 2013

Beca de la Fundação de Amparo à Ciência e Tecnologia de Pernambuco (FACEPE) para estudios de Doctorado en Estadística en la Universidade Federal de Pernambuco, Brasil (2013-2014).
Beca Presidente de la República del go

Beca “Presidente de la República”

Chile, 2003

Beca “Presidente de la República” del gobierno de Chile durante toda la carrera de Ingeniería en Estadística con un puntaje de ingreso a Ingeniería en Estadística de 742 puntos y promedio final de la carrera de 5,8 de un máximo 7,0 (2003-2008).


[Invited tutorial] Birnbaum–Saunders regression models: a comparative evaluation of three approaches Dasilva, Alan; Dias, Renata; Leiva, Victor; Marchant, Carolina; Saulo, Helton Article Journal of Statistical Computation and Simulation (2020)
A family of skew-normal distributions for modeling proportions and rates with zeros/ones excess Martínez-Flórez, Guillermo; Leiva V.; Gomez-Deniz, E; Marchant, Carolina Article SYMMETRY-BASEL (2020)
A methodology for data-driven decision making in the monitoring of particulate matter environmental contamination in Santiago of Chile Cavieres F, María Fernanda; Leiva V.; Marchant, Carolina; Rojas, Fernando Article REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY (2020)
Semiparametric additive beta regression models: inference and local influence diagnostics Ibacache-Pulgar, G; Figueroa-Zúñiga, Jorge; Marchant, Carolina Article REVSTAT-STATISTICAL JOURNAL (2020)
A CobbDouglas type model with stochastic restrictions: formulation, local influence diagnostics and data analytics in economics Cysneiros F.J.A.; Leiva V.; Liu S.; Marchant C.; Scalco P. Article SCOPUS Quality and Quantity (2019)
Monitoring urban environmental pollution by bivariate control charts: New methodology and case study in Santiago, Chile Marchant C.; Leiva V.; Christakos G.; Cavieres, M.F. Article SCOPUS Environmetrics (2018)
Robust multivariate control charts based on Birnbaum-Saunders distributions Marchant, C; Leiva, V; Cysneiros, FJA; Liu, SZ Article ISI SCOPUS JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2018)
A multivariate log-linear model for Birnbaum-Saunders distributions Marchant, Carolina; Leiva Victor; Cysneiros, Francisco Article IEEE TRANSACTIONS ON RELIABILITY (2016)
Diagnostics in multivariate Birnbaum-Saunders regression models Marchant, Carolina; Leiva Victor; Cysneiros, Francisco; Vivanco Juan Article JOURNAL OF APPLIED STATISTICS (2016)
Diagnostics in multivariate generalized Birnbaum-Saunders regression models marchant, carolina; Leiva, Víctor; Cysneiros, Francisco José A.; Vivanco, Juan F. Article ISI SCOPUS JOURNAL OF APPLIED STATISTICS (2016)
A criterion for environmental assessment using Birnbaum-Saunders attribute control charts Leiva, V; Marchant, C; Ruggeri, F; Saulo, H Article ENVIRONMETRICS (2015)
A family of autoregressive conditional duration models applied to financial data Leiva, V; Saulo, H; Leao, J; Marchant, C Article COMPUTATIONAL STATISTICS & DATA ANALYSIS (2014)
Capability indices for Birnbaum-Saunders processes applied to electronic and food industries Leiva, V; Marchant, C; Saulo, H; Aslam, M; Rojas, F Article JOURNAL OF APPLIED STATISTICS (2014)
A nonparametric method for estimating asymmetric densities based on skewed Birnbaum-Saunders distributions applied to environmental data Saulo, H; Leiva, V; Ziegelmann, FA; Marchant, C Article STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2013)
Air contaminant statistical distributions with application to PM10 in Santiago, Chile Marchant, C.; Leiva, V.; Cavieres, M.F.; Sanhueza, A. Article Reviews of Environmental Contamination and Toxicology (2013)
Generalized Birnbaum-Saunders kernel density estimators and an analysis of financial data Marchant, C; Bertin, K; Leiva, V; Saulo, H Article COMPUTATIONAL STATISTICS & DATA ANALYSIS (2013)
Modeling wind energy flux by a Birnbaum-Saunders distribution with an unknown shift parameter Leiva, V; Athayde E.; Azevedo C.; Marchant, C Article JOURNAL OF APPLIED STATISTICS (2011)


Partial Least Squares Models and Their Formulations, Diagnostics and Applications to Spectroscopy Huerta, Mauricio, Leiva, Víctor, Marchant, Carolina, Rodríguez, Marcelo BookSection (2019)
Statistical quality control and reliability analysis using the Birnbaum- Saunders distribution with industrial applications Leiva, Víctor, Marchant, Carolina, Ruggeri, Fabricio, Saulo, Helton BookSection (2019)
A methodology based on multivariate generalized Birnbaum-Saunders models applied to case studies in bio-engineering and industry. Leiva, Víctor, Marchant, Carolina BookSection (2018)


Nuevas técnicas de análisis y modelos multivariados basados en la distribución Birnbaum-Saunders con aplicaciones en contaminación Universidad Católica del Maule (21) Proyecto 2018-2019 Inv. Responsable
Multivariate and matrix-variate Birnbaum-Saunders distributions=> characterization, modeling and diagnostics FONDECYT (1120879) Proyecto 2012-2016 Personal técnico y/o de apoyo
Multivariate extensions of the generalized Birnbaum-Saunders distribution and their characterization and applicability FONDECYT (1080326) Proyecto 2009-2011 Tesista
New families of distributions on the inverse Gaussian model=> theory, methodology and application FONDECYT (1090265) Proyecto 2009-2013 Personal técnico y/o de apoyo
Regression models with non-normal censored response Universidad de Valparaíso (DIPUV 27-2006) Proyecto 2007-2009 Personal técnico y/o de apoyo
Characterization and applications of a new life distribution based on the elliptic distributions FONDECYT (105086216) Proyecto 2005-2008 Tesista
NEW MULTIVARIATE MODELS BASED ON BIRNBAUM-SAUNDERS DISTRIBUTIONS WITH APPLICATIONS TO AIR POLLUTION Marchant, Carolina Proyecto (0)


Discussion of Birnbaum-Saunders distribution: A review of models, analysis, and applications and a novel multivariate data analytics for an economics example in the textile industry Leiva, V; Aykroyd, RG; Marchant, C Review ISI SCOPUS APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2019)

Carolina Marchant

académica full time

Matemática, Física y Estadística

Universidad Católica del Maule

Talca, Chile

Victor Leiva

Profesor Titular

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

MARIA CAVIERES

ACADEMICO

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

Juan Vivanco

Assistant Professor

Facultad de Ingeniería y Ciencias

Universidad Adolfo Ibáñez

Viña del Mar, Chile

Carolina Ivonne Marchant Fuentes

Líneas de Investigación

Educación

Licenciado en Estadística, UNIVERSIDAD DE VALPARAISO. Chile, 2009

Magíster en Estadística, UNIVERSIDAD DE VALPARAISO. Chile, 2011

Doutorado em Estatística, UNIVERSIDADE FEDERAL DE PERNAMBUCO. Brasil, 2017

Ingeniero Estadístico, UNIVERSIDAD DE VALPARAISO. Chile, 2009

Experiencia Académica

Académica full time Full Time

Experiencia Profesional

Estadístico Full Time

Formación de Capital Humano

Premios y Distinciones

Beca “Capital humano avanzado” para estudios de Magíster

Beca “Becas Chile” de Conicyt

Beca “Foundation for Science and Technology of Pernambuco (FACEPE)”

Beca Presidente de la República del go

Article (17)

BookSection (3)

Proyecto (7)

Nuevas técnicas de análisis y modelos multivariados basados en la distribución Birnbaum-Saunders con aplicaciones en contaminación

Multivariate and matrix-variate Birnbaum-Saunders distributions=> characterization, modeling and diagnostics

Multivariate extensions of the generalized Birnbaum-Saunders distribution and their characterization and applicability

New families of distributions on the inverse Gaussian model=> theory, methodology and application

Regression models with non-normal censored response

Characterization and applications of a new life distribution based on the elliptic distributions

Review (1)