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Manuel Galea

Profesor Titular

Pontificia Universidad Católica de Chile

Santiago, Chile

Influence diagnostics, Measurement error models, Multivariate statistical analysis, Statistical inference.

Statistics, UNIVERSIDADE DE SAO PAULO. Brasil, 1996

Profesor Titular Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

2010 - At present

Profesor Titular Full Time

Universidad de Valparaíso, Chile

Chile

1982 - 2009


Elliptical linear mixed models with a covariate subject to measurement error Borssoi, JA; Paula, GA; Galea, M Article ISI STATISTICAL PAPERS (2020)
On a logistic regression model with random intercept: diagnostic analytics, simulation and biological application Tapia, Alejandra; Leiva, Victor; Galea, Manuel; Werneck, Rachel Article ISI Journal of Statistical Computation and Simulation (2020)
Robust Inference in the Capital Asset Pricing Model Using the Multivariate t-distribution Galea, Manuel; Cademartori, David; Curci, Roberto; Molina, Alonso Article Journal of Risk and Financial Management (2020)
Assessment of local influence for the analysis of agreement Leal C.; Galea M.; Osorio F. Article ISI SCOPUS BIOMETRICAL JOURNAL (2019)
Influence analysis for the generalized Waring regression model Rivas, Luisa; Galea, Manuel Article ISI JOURNAL OF APPLIED STATISTICS (2019)
Influence measures for the Waring regression model Rivas, L; Galea, M Article ISI SCOPUS BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS (2019)
Local influence diagnostics for the test of mean-variance efficiency and systematic risks in the capital asset pricing model Galea, M; Gimenez, P Article ISI STATISTICAL PAPERS (2019)
Case-deletion diagnostics for spatial linear mixed models De Bastiani F.; Uribe-Opazo M.A.; Galea M.; Cysneiros A.H.M.A. Article ISI SCOPUS Spatial Statistics (2018)
Generalized Tobit models: diagnostics and application in econometrics Barros, M; Galea, M; Leiva, V; Santos-Neto, M Article ISI SCOPUS JOURNAL OF APPLIED STATISTICS (2018)
Gaussian spatial linear models with repetitions: An application to soybean productivity de Bastiani F.; Galea M.; Cysneiros A.H.M.A.; Uribe-Opazo M.A. Article ISI SCOPUS SPATIAL STATISTICS (2017)
Robust inference in a linear functional model with replications using the t distribution Galea M.; de Castro M. Article ISI SCOPUS JOURNAL OF MULTIVARIATE ANALYSIS (2017)
Inference in a structural heteroskedastic calibration model de Castro, M; Galea M. Article ISI STATISTICAL PAPERS (2015)
Influence diagnostics in elliptical spatial linear models De Bastiani F.; Cysneiros, AHMD; Uribe-Opazo, MA; Galea M. Article ISI SCOPUS Test (2015)
Robust linear functional mixed models Riquelme M.; Bolfarine, H; Galea M. Article ISI SCOPUS JOURNAL OF MULTIVARIATE ANALYSIS (2015)
Analysis of local influence in geostatistics using Student's t-distribution Assumpcao, RAB; Uribe-Opazo, MA; Galea M. Article ISI SCOPUS JOURNAL OF APPLIED STATISTICS (2014)
Diagnostics in Birnbaum-Saunders accelerated life models with an application to fatigue data Leiva V.; Rojas, E; Galea M.; Sanhueza, A Article ISI SCOPUS APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2014)
On influence diagnostics in elliptical multivariate regression models with equicorrelated random errors Ibacache-Pulgar, G; Paula, GA; Galea, M Article STATISTICAL METHODOLOGY (2014)
Bayesian inference in measurement error models for replicated data de Castro M., Bolfarine H.; Galea, M Article ENVIRONMETRICS (2013)
Influence diagnostics in generalized symmetric linear models Villegas, C.; Paula, GA; Cysneiros, FJA; Galea, M Article Computational Statistics & Data Analysis (2013)
Influence measures on corrected score estimators in functional heteroscedastic measurement error models Gimenez, P; Galea, M Article JOURNAL OF MULTIVARIATE ANALYSIS (2013)
LOCAL INFLUENCE IN A LINEAR MODEL SPACE USING SOYBEAN PRODUCTIVITY WITH T-STUDENT DISTRIBUITION do Prado, NV; Uribe-Opazo, MA; Galea, M; Assumpcao, RAB Article ENGENHARIA AGRICOLA (2013)
Local influence when fitting Gaussian spatial linear models: an agriculture application Grzegozewski, Denise M; Uribe-Opaz, Miguel A; De Bastiani, Fernanda; Galea, Manuel Article SCIELO SCOPUS CIENCIA E INVESTIGACION AGRARIA (2013)
Influence Assessment in an Heteroscedastic Errors-in-Variables Model Galea, M Article Communications in Statistics - Theory and Methods (2012)
Influence diagnostics for elliptical semiparametric mixed models Ibacache-Pulgar, G; Paula G.A., Galea Article STATISTICAL MODELLING (2012)
Influence diagnostics in Gaussian spatial linear models Uribe-Opazo M.A., Borssoi J.A.; Galea, M Article Journal of Applied Statistics (2012)
DIAGNOSTIC TECHNIQUES OF LOCAL INFLUENCE IN SPATIAL ANALYSIS OF SOYBEAN YIELD Borssoi, JA; Uribe-Opazo, MA; Galea, M Article ENGENHARIA AGRICOLA (2011)
Influence diagnostics on the coefficient of variation of elliptically contoured distributions Riquelme M, Leiva; V., Galea; M, Sanhueza A. Article Journal of Applied Statistics (2011)
LOCAL INFLUENCE FOR SPATIAL ANALYSIS OF SOIL PHYSICAL PROPERTIES AND SOYBEAN YIELD USING STUDENT'S t-DISTRIBUTION Assumpcao, RAB; Opazo, MAU; Galea, M Article REVISTA BRASILEIRA DE CIENCIA DO SOLO (2011)
Estimation and Testing in Elliptical Functional Measurement Error Models Galea, M; Gimenez, P Article Communications in Statistics - Theory and Methods (2010)
Influence diagnostics in the tobit censored response model Barros M., Galea; M, Gonzalez M; Leiva, V. Article STATISTICAL METHODS AND APPLICATIONS (2010)
Robust inference in an heteroscedastic measurement error model de Castro M., Galea Article JOURNAL OF THE KOREAN STATISTICAL SOCIETY (2010)
The structural Sharpe model under t-distributions Galea, M; Cademartori, D; Vilca, F Article Journal of Applied Statistics (2010)
On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions Osorio F., Paula; GA, Galea Article Computational Statistics & Data Analysis (2009)
A new three-parameter extension of the inverse Gaussian distribution Leiva, V.; Sanhueza A., Silva A; Galea, M Article Statistics & Probability Letters (2008)
Hypothesis testing in an errors-in-variables model with heteroscedastic measurement errors de Castro M., Galea; M, Bolfarine H. Article STATISTICS IN MEDICINE (2008)
Influence diagnostics in the capital asset pricing model under elliptical distributions Galea, M; Diaz-Garcia, JA; Vilca, F Article Journal of Applied Statistics (2008)
Prediction of the economic activity from the short and long-term interest rate differential=> new evidences in Chile and the United States of America cases Cademartori, D; Navia R., Galea; M, Osorio F. Article Applied Economics Letters (2008)
Assessment of local influence in elliptical linear models with longitudinal structure Osorio F., Paula; GA, Galea Article Computational Statistics & Data Analysis (2007)
Heteroscedastic symmetrical linear models Cysneiros, FJA; Paula, GA; Galea, M Article Statistics & Probability Letters (2007)
Influence diagnostics for the Grubbs's model Lachos, VH; Vilca, F; Galea, M Article STATISTICAL PAPERS (2007)
Influence diagnostics in log-Birnbaum-Saunders regression models with censored data Leiva, V.; Barros M., Paula; GA, Galea Article Computational Statistics & Data Analysis (2007)
Influential observations in the functional measurement error model Vidal I., Iglesias P.; Galea, M Article Journal of Applied Statistics (2007)
Local influence assessment in heteroscedastic measurement error models de Castro M., Galea-Rojas; M, Bolfarine H. Article Computational Statistics & Data Analysis (2007)
Class of skew-distributions=> Theory and applications in biology Barrera, NP; Galea, M; Torres, S. Article STATISTICS (2006)
Detection of a change-point in student-t linear regression models Osorio F., Galea Article STATISTICAL PAPERS (2006)
Hypothesis testing in functional comparative calibration models Galea, M; Bolfarine H., Gimenez Article Communications in Statistics - Theory and Methods (2006)
Local influence in regression models for the detection of analytical bias de Castro M., Galea-Rojas; M, Bolfarine H.; de Castilho, MV Article CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2006)
An exact test for analytical bias detection de Castro M., Bolfarine H.; Galea-Rojas, M; de Castilho, MV Article ANALYTICA CHIMICA ACTA (2005)
Local influence in comparative calibration models under elliptical t-distributions Galea, M; Bolfarine H., Vilca Article BIOMETRICAL JOURNAL (2005)
On diagnostics in symmetrical nonlinear models Galea, M; Paula, GA; Cysneiros, FJA Article Statistics & Probability Letters (2005)
Detection of analytical bias when comparing two or more measuring methods de Castro M., Galea-Rojas; M, Bolfarine H.; de Castilho, MV Article Journal of Chemometrics (2004)
Influence diagnostics in log-Birnbaum-Saunders regression models Galea, M; Leiva-Sanchez, V; Paula, GA Article Journal of Applied Statistics (2004)
Detection of analytical bias Galea-Rojas, M; de Castilho, MV; Bolfarine H., de Castro M. Article ANALYST (2003)
On influence diagnostic in univariate elliptical linear regression models Galea, M; Paula, GA; Uribe-Opazo, M Article STATISTICAL PAPERS (2003)
Robust estimation of systematic risk using the t distribution in the chilean stock markets Cademartori, D; Romo C., Campos R.; Galea, M Article Applied Economics Letters (2003)
Influence diagnostics for the structural errors-in-variables model under the Student-t distribution Galea, M; Bolfarine H., Vilca-Labra Article Journal of Applied Statistics (2002)
Singular elliptical distribution=> Density and applications Diaz-Garcia, JA; Leiva-Sanchez, V; Galea, M Article Communications in Statistics - Theory and Methods (2002)
Bayesian sensitivity analysis in elliptical linear regression models Arellano-Valle, RB; Galea-Rojas, M; Zuazola, PI Article Journal of Statistical Planning and Inference (2000)


MULTIVARIATE ANALYSIS UNDER NON-STANDARD ASSUMPTIONS FONDECYT (1150325) Proyecto 2015-2019 Inv. Responsable
FULL STATISTICAL ANALYSIS OF NON-STANDARD REGRESSION MODELS FONDECYT (1120121) Proyecto 2012-2016 Coinvestigador(a)
MULTIVARIATE REGRESSION MODEL WITH MEASUREMENT ERROR UNDER NON-NORMALDISTRIBUTIONS FONDECYT (1110318) Proyecto 2011-2015 Inv. Responsable
SPECTRAL ESTIMATION FOR TIME SERIES WITH MISSING OBSERVATIONS AND APPLICATIONS TO CHANGE OF STRUCTURE IN FINANCIAL TIME SERIES FONDECYT (3080009) Proyecto 2007-2010 Inv. Patrocinante
STATISTICAL COMPARISON OF MEASUREMENT DEVICES USING MEASUREMENT ERRORS MODELS. FONDECYT (1070919) Proyecto 2007-2011 Inv. Responsable
NUMERICAL ANALYSIS FOR REFLECTED BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS WITH APPLICATIONS TO FINANCE AND POPULATION DYNAMICS FONDECYT (1050843) Proyecto 2005-2009 Coinvestigador(a)
FULL BAYESIAN TREATMENT OF SKEW-ELLIPTICAL LINEAR MODELS=> PARAMETRIC AND SEMIPARAMETRIC APPROACHES. FONDECYT (1030588) Proyecto 2003-2007 Coinvestigador(a)
INFERENCE AND DIAGNOSTICS IN ELLIPTICAL COMPARATIVE CALIBRATION MODELS FONDECYT (1000424) Proyecto 2000-2003 Inv. Responsable
INFERENCE IN REGRESSION MODELS UNDER NON-STANDARD ASSUMPTIONS FONDECYT (8000004) Proyecto 2000-2003 Investigador(a)
ROBUST MODELLING AND DIAGNOSTICS IN STRUCTURAL COMPARATIVE CALIBRATION FONDECYT (1980451) Proyecto 1998-2000 Inv. Responsable
IDENTIFICACION ROBUSTA DE MODELOS AUTORREGRESIVOS EN MEDIAS MOVILES. FONDECYT (1900410) Proyecto 1990-1992 Coinvestigador(a)