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Daniel Gervini

Professor
Mathematical Sciences - General
 Eng & Math Sciences E487
Web: Personal Website

Educational Degrees

  • PhD Mathematics, University of Buenos Aires, 1999
  • MS Mathematics, University of Buenos Aires, 1995

Research Positions

  • Postdoc, Department of Biostatistics, University of Zürich, 2001-2004
  • Research Fellow, Department of Mathematics, University of Buenos Aires, 1996-1999

Research Interests

  • Functional Data Analysis (i.e. statistical analysis of samples of functions)
  • Robust Statistics (i.e. outlier-resistant estimation methods)
  • Nonparametric Statistics
  • Multivariate Analysis

Selected Service and Projects

  • Robust functional estimation using the spatial median and spherical principal components.Biometrika 95 (2008), 587-600.
  • Choosing principal components: a new graphical method based on Bayesian model selection.Communications in Statistics – Simulation and Computation, 37 (2008), 962-977, with P. Auer.
  • Logistic discrimination with total variation regularization. Communications in Statistics – Simulation and Computation, 37 (2008), 1825-1838, with R. Rühlicke.

Selected Publications

Gervini, Daniel, and Baur, Tyler J. “Regression models for replicated marked point processes.” Journal of the American Statistical Association.
Gervini, Daniel, and . “Independent component models for replicated point processes.” Spatial Statistics 18. (2016): 474-488.
Gervini, Daniel. “Warped functional regression.” Biometrika 102. (2015): 1-14.
Gervini, Daniel. “Dynamic retrospective regression for functional data.” Technometrics 57. (2015): 26-34.
Gervini, Daniel. “Warped Functional Analysis of Variance.” Biometrics 70. (2014): 526-535.
Gervini, Daniel. “Analysis of Aneurisk65 data: warped logistic discrimination.” Electronic Journal of Statistics 8. (2014): 1930-1936.
Gervini, Daniel. “Outlier detection and trimmed estimation for general functional data.” Statistica Sinica 22. (2012): 1639-1660.

Daniel Gervini on MathSciNet