Publications of Juan Carlos Pardo-Fernández

Juan Carlos Pardo-Fernández


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Published Papers

ResearcherID - ORCID - MathSciNet

  1. Boente, G.; Pardo-Fernández, J. C. (2020). Testing for superiority between two variance functions. Statistics and Probability Letters, 156, Article 108612. [doi: 10.1016/j.spl.2019.108612]

  2. Pardo-Fernández, J. C.; Jiménez-Gamero, M.D. (2019). A model specification test for the variance function in nonparametric regression. AStA Advances in Statistical Analysis, 103, 387-410. [doi: 10.1007/s10182-018-00336-y]

  3. Martínez-Camblor, P.; Pardo-Fernández, J. C. (2019). The Youden index in the generalized receiver operating characteristic curve context. International Journal of Biostatistics, 15(1). [doi: 10.1515/ijb-2018-0060].

  4. Martínez-Camblor, P.; Pardo-Fernández, J. C. (2019). Parametric estimates for the receiver operating characteristic curve generalization for non-monotone relationships. Statistical Methods in Medical Research, 28, 2032-2048. [doi: 10.1177/0962280217747009]

  5. Jiménez-Otero, N.; de Uña-Álvarez, J.; Pardo-Fernández, J. C. (2019). Goodness-of-fit tests for disorder detection in NGS experiments. Biometrical Journal, 61, 424-441. [doi: 10.1002/bimj.201700284]

  6. Escanciano, J. C.; Pardo-Fernández, J. C.; Van Keilegom, I. (2018). Asymptotic distribution-free tests for semiparametric regressions with dependent data. Annals of Statistics, 46, 1167-1196. [doi: 10.1214/17-AOS1581]

  7. Martínez-Camblor, P.; Pardo-Fernández, J. C. (2018). Smooth time-dependent ROC curve estimators. Statistical Methods in Medical Research, 27, 651-674. [doi: 10.1177/0962280217740786]

  8. Jiménez-Gamero, M. D.; Pardo-Fernández, J. C. (2017). Empirical characteristic function tests for GARCH innovation distribution using multipliers. Journal of Statistical Computation and Simulation, 87, 2069-2093. [doi: 10.1080/00949655.2017.1313254]

  9. Escanciano, J.C.; Pardo-Fernández, J. C.; Van Keilegom, I. (2017). Semiparametric estimation of risk-return relationships. Journal of Business and Economic Statistics, 35, 40-52. [doi: 10.1080/07350015.2015.1052879]

  10. Rodríguez, M.; Pena-Boquete, Y.; Pardo-Fernández, J. C. (2016). Revisiting environmental Kuznets curves through the energy price lens. Energy Policy, 95, 32-41. [doi:10.1016/j.enpol.2016.04.038]

  11. Boente, G.; Pardo-Fernández, J. C. (2016). Robust testing for superiority between two regression curves. Computational Statistics & Data Analysis, 97, 151-168. [doi: 10.1016/j.csda.2015.12.002]

  12. Pardo-Fernández, J. C.; Jiménez-Gamero, M. D.; El Ghouch, A. (2015). Tests for the equality of conditional variance functions in nonparametric regression. Electronic Journal of Statistics, 9, 1826-1851. [doi: 10.1214/15-EJS1058]

  13. Pardo-Fernández, J. C.; Jiménez-Gamero, M. D.; El Ghouch, A. (2015). A nonparametric ANOVA-type test for regression curves based on characteristic functions. Scandinavian Journal of Statistics, 42, 197-213. [doi: 10.1111/sjos.12102]

  14. Pardo-Fernández, J. C.; Rodríguez-Álvarez, M. X.; Van Keilegom, I. (2014). A review on ROC curves in the presence of covariates. REVSTAT Statistical Journal, 12, 21-41.

  15. Heuchenne, C.; Pardo-Fernández, J. C. (2012). Testing for one-sided alternatives in nonparametric censored regression. TEST, 21, 498-518. [doi: 10.1007/s11749-011-0260-4]

  16. 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]

  17. 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]

  18. 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] NOTE: Two typos found in the paper. Here is the corrigendum.

  19. 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. [doi: 10.1002/cjs.5550350204]

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

  21. 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]

  22. 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]

  23. 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]


Referee for scientific journals


Short courses given at universities by invitation


Contributions to international conferences (since 2014)


Seminars (since 2014)


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Office 320

Escola de Enxeñería Industrial - Sede Cidade

Rúa Torrecedeira, 86. Vigo.

phone (+34) 986 813 948

Office 133

Facultade de CC. Económicas e Empresariais

Campus As Lagoas-Marcosende

phone (+34) 986 813 505

e-mail: juancp[at]uvigo.es (replace [at] by @)

updated February 2020