Reinaldo Boris Arellano Valle
Profesor Titular
PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE
Santiago, Chile
Teoría de Distribuciones; Análisis Multivariado; Modelos con Errores; Modelos Lineales Generalizados; Teoría de la Información.
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Estadística, UNIVERSIDADE DE SAO PAULO. Brasil, 1994
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Estadística, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 1990
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Ingeniero Civil Industrial, UNIVERSIDAD DE CHILE. Chile, 1983
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Profesor Titular Full Time
PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE
Matemáticas
Santiago, Chile
1981 - At present
Ph.D. Students
Filidor Vilca Labra (1996, USP-Brasil). Asymptotic inference in measurement error model with elliptical distributions (with Heleno Bolfarine).
Rosangela H. Loschi (1998, USP-Brasil) Imprevistos e suas Cosequencias (with Pilar Iglesias)
Susana Ozán (2002, USP-Brasil). Inference in measurement error models under skew-elliptical distributions (with Heleno Bolfarine)
V. Hugo Lachos (2004, USP-Brasil). Asymmetric models: theory and applications (with Heleno Bolfarine).
Hector Gómez (2004, PUC-Chile). Asymmetric extensions of symmetric distributions: properties and inference.
Hugo Salinas (2007, PUC-Chile). Unification of univariate asymmetric models: properties and inference.
Francisco Torres (2008, PUC-Chile). Bayesian robust models with applications to small area estimation (with Gloria Icaza).
L. Mauricio Castro (2008, PUC-Chile). The skew-normal distribution: identifiability and reduction, and the Bayesian approach for the mixture problem (with Ernesto San Martín).
Karla Muñoz (2009, PUC-Chile). An extension of the normal censored regression model:
estimation and applications.
Alexandre Galvao Patriota (2010, USP-Brasil). On heterocedastic measurement error models (with H. Bolfarine).
Pedro Cortéz (2011, USP-Brasil). Estimation and inference in a heterocedastic structural measurement error model (with Heleno Bolfarine).
Gabriela Valdes (2011, PUC-Chile). Properties and applications of the multivariate skew-normal distribution.
Natalia Herriquez (2011, PUC-Chile). A proposal to make Bayesian inference on heterocedastic populations with correlated observations (with Francisco Torres).
Jorge Figueroa (2011, PUC-Chile). Mixed beta regression models: a classical and Bayesian approach.
Jalmar Carrasco (2012, USP-Brasil). Inference and diagnostic in beta regression models with errors-in-variables (with Silvia Ferrari).
Juan Olivares (2017, PUC-Chile). Bias reduction and penalized likelihood function in elliptical measurement error models (with Manuel Galea).
Gustavo H.M. Rocha (2013, UFMG-Brasil) Robust inference for non-normal measurement error models with limited response variables (with Rosangela Loschi).
Jaime Arrue Álvarez (2016, PUC-Chile). Bias reduction in the maximum likelihood estimation in asymmetric models (with Héctor Gómez).
Fereshte Kahrari (2017, University of Birjand, Iran). A Study of the multivariate skew-symmetric distributions (External Advisor).
Javier Contreras Reyes (2017, UV) Generalized skew-normal negentropy and its applications (with Milan Stehlík)
Karol Santoro (2019, PUC-Chile). Modelo con error de medida two-piece normal
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Mahalanobis International Award 2019
International Statistical Institute
Malasia, 2019
The prestigious Mahalanobis International Award 2019 (sponsored by the Indian government) is awarded to Prof. Reinaldo Arellano-Valle, a long time academic leader in Statistics for his outstanding contributions to capacity building in developing countries. Catch his presentation on the 21st of August 2019 at 08:50 am For more information, please visit www.isi2019.org #ISIWSC2019
The centred parametrization for the multivariate skew-normal distribution (vol 99, pg 1362, 2008) |
MULTIVARIATE ANALYSIS UNDER NON-STANDARD ASSUMPTIONS |
FULL STATISTICAL ANALYSIS OF NON-STANDARD REGRESSION MODELS |
Modelos de Regressao e Aplicacoes. |
MULTIVARIATE REGRESSION MODEL WITH MEASUREMENT ERROR UNDER NON-NORMALDISTRIBUTIONS |
MIXTURES AND TRUNCATIONS OF SKEW-SYMMETRIC DISTRIBUTIONS WITH APPLICATIONS IN STATISTICAL MODELLING |
STATISTICAL REGRESSION WITH (AND WITHOUT) MEASUREMENT ERRORS UNDER NON-STANDARD ASSUMPTIONS |
AN UNIFIED TREATMENT OF SKEW-DISTRIBUTIONS, WITH APPLICATIONS IN STATISTICAL MODELLING |
AN UNIFIED TREATMENT OF SKEW-DISTRIBUTIONS, WITH APPLICATIONS IN STATISTICAL MODELLING |
Flexible classes of distributions produced by perturbation of symmety=> probabilistic, statistical and applied aspects. |
Modelos de Regresao e Aplicacoes. |
UNI-MULTIMODAL FLEXIBILITY BASED ON SKEW-ELLIPTICAL DISTRIBUTIONS |
AN UNIFIED TREATMENT OF SKEW-DISTRIBUTIONS, WITH APPLICATIONS IN STATISTICAL MODELLING |
AN UNIFIED TREATMENT OF SKEW-DISTRIBUTIONS, WITH APPLICATIONS IN STATISTICAL MODELLING |
AN UNIFIED TREATMENT OF SKEW-DISTRIBUTIONS, WITH APPLICATIONS IN STATISTICAL MODELLING |
Modelos com erros nas variaveis. |
FONDECYT EN LINEAS COMPLEMENTARIAS |
INFERENCE IN REGRESSION MODELS UNDER NON-STANDARD ASSUMPTIONS |
INFERENCE IN ELLIPTICAL REGRESSION MODELS WITH MEASUREMENT ERRORS |
INFERENCE IN ELLIPTICAL REGRESSION MODELS WITH MEASUREMENT ERRORS. |
ROBUST MODELLING AND DIAGNOSTICS IN STRUCTURAL COMPARATIVE CALIBRATION |
BAYESIAN ANALYSIS IN ELLIPTICAL MEASUREMENT ERROR MODELS=> ROBUSTNESS, CALIBRATION AND CHANGE POINTS PROBLEMS. |
INFERENCE IN MEASUREMENT ERROR MODELS UNDER ELLIPTICAL DISTRIBUTIONS. |
Inference in models with errors-in-variables and the predictive approach of the de Finetti. |
Tests asintóticos modificados en el modelo de regresión t independiente. |
Some developments in discrete regression models. |