Juan Carlos Pardo-Fernández

Published Papers

• Heuchenne, C.; Pardo-Fernández, J. C.; (201-). Testing for one-sided alternatives in nonparametric censored regression. TEST, forthcoming. (doi: 10.1007/s11749-011-0260-4)

• González-Manteiga, W.; Pardo-Fernández, J. C.; Van Keilegom, I. (2011). ROC curves in nonparametric location-scale regression models. Scandinavian Journal of Statistics, 38, 169-184. (doi: 10.1111/j.1467-9469.2010.00693.x)

• Dette, H.; Pardo-Fernández, J. C.; Van Keilegom, I.; (2009). Goodness-of-fit tests for multiplicative models with dependent data. Scandinavian Journal of Statistics, 36, 782-799. (doi: 10.1111/j.1467-9469.2009.00648.x)

• Neumeyer, N; Pardo-Fernández, J. C. (2009). A simple test for comparing regression curves versus one-sided alternatives. Journal of Statistical Planning and Inference, 139, 4006-4016. (doi: 10.1016/j.jspi.2009.05.005)

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W. (2007). Goodness-of-fit tests for parametric models in censored regression. Canadian Journal of Statistics, 35, 249-264.

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W. (2007). Testing for the equality of k regression curves. Statistica Sinica, 17, 1115-1137.

• Pardo-Fernández, J. C. (2007). Comparison of error distributions in nonparametric regression. Statistics and Probability Letters, 77, 350-356. (doi: 10.1016/j.spl.2006.07.015)

• Pardo-Fernández, J. C.; Van Keilegom, I. (2006). Comparison of regression curves with censored responses. Scandinavian Journal of Statistics, 33, 409-434. (doi: 10.1111/j.1467-9469.2006.00508.x)

• Louzada-Neto, F.; Pardo-Fernández, J. C. (2001). The effect of reparametrization on accelerated lifetime tests Journal of Applied Statistics, 28, 703-711. (doi: 1080/02664760120059237)

PhD thesis

• Tests in nonparametric regression based on the error distribution.

  Universidade de Santiago de Compostela, December 2005.

  Advisors: Ingrid Van Keilegom and Wenceslao González-Manteiga

  [pdf]-[link Library-USC]

Other publications: discussion papers, proceedings, etc.

• González-Manteiga, W.; Pardo-Fernández, J. C.; Van Keilegom, I.; (2008). ROC curves in nonparametric location-scale regression models. Report 08-01. Departamento de Estatística e IO. (Universidade de Santiago de Compostela), Santiago de Compostela. [link to Publications EIO-USC] Discussion Paper 0833. Institut de Statistique (Université catholique de Louvain), Louvain-la-Neuve. [link to Publications STAT-UCL]

• Dette, H.; Pardo-Fernández, J. C.; Van Keilegom, I.; (2007). Goodness-of-fit tests for multiplicative models with dependent data. Discussion Paper 0720. Institut de Statistique (Université catholique de Louvain), Louvain-la-Neuve. [link to Publications STAT-UCL]

• Pardo-Fernández, J. C. (2006). A test of equality of error distributions in non parametric regression, in Ciência Estatística (L. Canto e Castro, E. Graça Martins, C. Rocha, M.F. Oliveira, M. Mendes Leal, F. Rosado, Eds.). Sociedade Portuguesa de Estatística, Lisboa.

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W. (2005). Comparison of regression curves. A simulation study and an application to real data, in Estatística Jubilar (C. A. Braumann, P. Infante, M. M. Oliveira, R. Alpízar-Jara, F. Rosado, Eds.). Sociedade Portuguesa de Estatística, Lisboa.

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W. (2005). Goodness-of-fit tests for parametric models in censored regression. Discussion Paper 0519. Institut de Statistique (Université catholique de Louvain), Louvain-la-Neuve. [link to Publications STAT-UCL]

• Pardo-Fernández, J. C.; Van Keilegom, I.; (2005). Comparison of regression curves with censored responses. Discussion Paper 0510. Institut de Statistique (Université catholique de Louvain), Louvain-la-Neuve. [link to Publications STAT-UCL]

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W. (2004). Comparison of regression curves based on the estimation of the error distribution. Discussion Paper 0416. Institut de Statistique (Université catholique de Louvain), Louvain-la-Neuve. [link to Publications STAT-UCL]

• Pardo-Fernández, J. C.; (2004). Um teste de ajustamento bootstrap para modelos de tempos de vida com censura tipo II, in Estatística com Acaso e Necessidade (P. M. M. Rodrigues, E. Da Luz Rebelo, F. Rossado, Eds.) Sociedade Portuguesa de Estatística, Lisboa (in portuguese).

• Louzada-Neto, F.; Cavali, W. A.; Pardo-Fernández, J. C. (2003). A note on the reparametrization on accelerated lifetime tests with the Eyring model: a simulation study. Technical Report 98. Departamento de Estatística (Universidade Federal de São Carlos), São Carlos.

• Louzada-Neto, F.; Pardo-Fernández, J. C. (2001). The effect of reparametrization on the accuracy of inferences for accelerated lifetime tests Technical Report 34. Departamento de Estatística (Universidade Federal de São Carlos), São Carlos.

Referee for scientific journals

Referee for the following scientific journals:

- Annals of the Institute of Statistical Mathematics
- Biometrics
- Communications in Statistics
- Computational Statistics
- Computational Statistics and Data Analysis
- Journal of the American Statistical Society - JASA
- Journal of Statistical Planning and Inference
- Journal of the Royal Statistical Society - Series B
- Metrika
- Scandinavian Journal of Statistics
- Statistical Inference for Stochastic Processes
- Statistics and Probability Letters
- TEST

Contributions to scientific meetings

• Pardo-Fernández, J. C.; Heuchenne, C.: Testing for one-sided alternatives in nonparametric censored regression. XII Latin American Congress of Probability and Mathematical Statistics - CLAPEM 2012 (Viña del Mar, Chile, 2012).

• Pardo-Fernández, J. C.; Heuchenne, C.: Testing for one-sided alternatives in nonparametric censored regression. 4rd International Conference of the ERCIM Working Group on Computing & Statistics - ERCIM'11 (London, 2011).

• Pardo-Fernández, J. C.; Heuchenne, C.: Testing for one-sided alternatives in nonparametric censored regression. Joint Statistical Meetings 2011 (Miami Beach, 2011).

• Pardo-Fernández, J. C.; Escanciano, J. C.; Van Keilegom, I.: Nonparametric tests for risk-return relationships. Invited talk in 3rd International Conference of the ERCIM Working Group on Computing & Statistics - ERCIM'10 (London, 2010).

• Heuchenne, C.; Pardo-Fernández, J. C.: Testing for one-sided alternatives in nonparametric censored regression. European Meeting of Statisticians - EMS 2010 (Pireaus, 2010).

• Dette, H.; Escanciano, J.C; Pardo-Fernández, J. C.; Van Keilegom, I.: Goodness-of-fit tests for multiplicative models with dependent data. European Meeting of Statisticians - EMS 2010 (Pireaus, 2010).

• Pardo-Fernández, J. C.; González-Manteiga, W.; Van Keilegom, I.: ROC curves in nonparametric location-scale regression models. European Meeting of Statisticians - EMS 2010 (Pireaus, 2010).

• Pardo-Fernández, J. C.; Neumeyer, N.: A simple test for comparing regression curves versus one-sided alternatives. XI CLAPEM - Congreso Latinoamericano de Probabilidad y Estadística Matemática (Naiguatá, 2009).

• Pardo-Fernández, J. C.; González-Manteiga, W.; Van Keilegom, I.: ROC curves in nonparametric location-scale regression models. Invited paper in 57th Session of the International Statistical Institute - ISI 2009 (Durban, 2009).

• Pardo-Fernández, J. C.; Neumeyer, N.: A simple test for comparing regression curves versus one-sided alternatives. 27th European Meeting of Statisticians - EMS2009 (Toulouse, 2009).

• Pardo-Fernández, J. C.: New perspectives about error distribution based tests in nonparametric regression. Plenary invited talk in International Seminar on Nonparametric Inference - ISNI2008 (Vigo, 2008).

• Pardo-Fernández, J. C., Dette, H.; Van Keilegom, I.: Goodness-of-fit tests for multiplicative models with dependent data. 7th World Congress in Probability and Statistics (Singapore, 2008).

• Pardo-Fernández, J. C.; Neumeyer, N.: A test for comparing regression curves versus one-sided alternatives. Workshop on Nonparametric Inference - WNI2008 (Coimbra, 2008).

• Pardo-Fernández, J. C.: Goodness-of-fit tests for parametric models in censored regression. XXX Congreso Nacional de Estadística e IO (Valladolid, 2007).

• Pardo-Fernández, J. C.: Tests in nonparametric regression based on the error distribution. 56th Session of the ISI (Lisboa, 2007).

• Pardo-Fernández, J. C.; Ferraty, F.; Vieu, Ph.: Comparison of regression curves with functional covariates. Invited talk in 5èmes Journées de Statistique Fonctionelle et Opérationelle (Lille, 2007).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Testing for the equality of k regression curves. 2006 IMS Annual Meeting (Rio de Janeiro, 2006).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Goodness-of-fit tests in censored regression based on empirical processes. 3rd International Workshop on Applied Probability - IWAP2006 (Storrs, Connecticut, 2006).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Comparison of regression curves, with applications. CEIO2005 (Guimarães, 2005).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Um teste de igualdade de distribuições dos resíduos em regressão nao paramétrica. XIII Congresso da Sociedade Portuguesa de Estatística (Ericeira, 2005).

• Pardo-Fernández, J. C.; Van Keilegom, I.; Testing for the equality of regression curves with censored data. EMS2005 (Oslo, 2005).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Goodness-of-fit tests for parametric models in censored regression. ISNI2005 (A Coruña, 2005).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Comparação de curvas de regressão: um estudo de simulação e uma aplicação prática. XII Congresso da Sociedade Portuguesa de Estatística (Évora, 2004).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Comparison of regression curves for censored responses. Joint Statistical Meetings 2004 (Toronto, 2004).

• Pardo-Fernández, J. C.; Van Keilegom, I.; González-Manteiga, W.: Comparison of regression curves based on the errors distribution. 6th World Congress of the Bernoulli Society for Mathematical Statistics and Probability and 67th Annual Meeting of the Institute of Mathematical Statistics (Barcelona, 2004).

• Pardo-Fernández, J. C.: Estudo sobre o carácter aleatorio dos reintegros da lotería de Nadal. VI Congreso Galego de Estatística e Investigación de Operacións (Vigo, 2003).

• Pardo-Fernández, J. C.; Roca-Pardiñas, J.: Simulación en Excel de problemas clásicos de probabilidades cun enfoque didáctico. VI Congreso Galego de Estatística e Investigación de Operacións (Vigo, 2003).

• Pardo-Fernández, J. C.: Um método boostrap de bondade de ajuste para modelos de distribuição com censura tipo II. XI Congresso da Sociedade Portuguesa de Estatística (Faro, 2003).

• Pardo-Fernández, J. C.: Comparison of curves for censored and truncated data. 1st Young Researchers Day (Louvain-la-Neuve, 2003).

• Pardo-Fernández, J. C.: Testes de bondade de ajuste para modelos de distribuição com dados censurados. Um estudo de simulação e uma aplicação prática. X Congresso da Sociedade Portuguesa de Estatística (Porto, 2002).

• Pardo-Fernández, J. C.; Louzada-Neto, F.: El efecto de reparametrización en la precisión de inferencias para tests de supervivencia acelerados. XXVI Congreso Nacional de Estadística e Investigación Operativa (Úbeda, 2001).

Seminars

• Nonparametric estimation of ROC curves and associated summary indices with covariates. Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires. March 20, 2012.

• Nonparametric tests for risk-return relationships. Departamento de Estatística e IO, Universidade de Vigo. December 20, 2010.

• Nonparametric tests for risk-return relationships. Institut de Statistique, Biostatistique et Sciences Actuarielles, Université catholique e Louvain (Louvain-la-Neuve, Belgium). November 26, 2010.

• ROC curves in nonparametric location-scale regression models. Departamento de Estadística, Universidad Carlos III de Madrid (Madrid, Spain). October 22, 2010.

• ROC curves in nonparametric location-scale regression models. Center for Statistics, Hasselt Universiteit (Hasselt, Belgium). December 11, 2009.

• On the use of the error distribution for testing model features in nonparametric regression. HEC-Ecole de gestion de l'ULg, Université de Liège (Belgium). December 7, 2009.

• On the use of the error distribution for testing model features in nonparametric regression. Departamento de Matemática, Universidade do Minho (Braga, Portugal). June 23, 2009.

• ROC curves in nonparametric location-scale regression models. Departamento de Estatística e IO, Universidade de Santiago de Compostela. December 23, 2008.

• Goodness-of-fit tests for multiplicative models with dependent data. Departamento de Estatística e IO, Universidade de Vigo. July 3, 2008.

• Tests in nonparametric regression based on the error distribution. Institut de Statistique, Université catholique de Louvain (Louvain-la-Neuve, Belgium). February 5, 2007.

• Tests in nonparametric regression based on the error distribution. Laboratoire de Statistique et Probabilités, Université Paul Sabatier - Toulouse III (Toulouse, France). October 23, 2006.

• Testing for the equality of regression curves, with extension to censored data. Departamento de Estatística, Universidade Federal de São Carlos (São Carlos, Brazil). August 23, 2006.

• Goodness-of fit tests for parametric models in censored regression. Center for Statistics, Hasselt Universiteit (Hasselt, Belgium). February 17, 2006.

• Testing for the equality of regression curves, with extension to censored data. Fakultät fur Matematik, Ruhr-Universität Bochum (Bochum, Germany). February 3, 2006.

• Comparison of regression curves with censored responses. Departamento de Estatística e IO, Universidade de Santiago de Compostela. November 11, 2005.

• Testing for the equality of regression curves, with extension to censored data. Departamento de Estatística e IO, Universidade de Vigo. January 13, 2005.

• Comparison of regression curves with censored responses. Institut de Statistique, Université catholique de Louvain (Louvain-la-Neuve, Belgium). October 28, 2004.

• Comparison of regression curves based on the error distribution. Institut de Statistique, Université catholique de Louvain (Louvain-la-Neuve, Belgium). March 12, 2004.

• Comparison of regression curves based on the error distribution. Departamento de Estatística e IO, Universidade de Santiago de Compostela. October 31, 2003.

• Unha revisión xeral dos contrastes de bondade de axustamento para modelos de distribución con datos censurados. Departamento de Estatística e IO, Universidade de Santiago de Compostela. May 2002.

updated April 2012