Daniel Gervini
- Professor, Mathematical Sciences
- BSDS Program Coordinator, Mathematical Sciences
- Undergraduate Chair, Data Science
Education
- Postdoc, Department of Biostatistics, University of Zürich, 2001-2004
- Research Fellow, Department of Mathematics, University of Buenos Aires, 1996-1999
- PhD Mathematics, University of Buenos Aires, 1999
- MS Mathematics, University of Buenos Aires, 1995
Teaching Schedule
| Course Num | Title | Meets |
|---|---|---|
| MTHSTAT 489-001 | Internship in Mathematical Statistics, Upper Division | No Meeting Pattern |
| MTHSTAT 564-001 | Time Series Analysis | MW 2:30pm-3:45pm |
| MTHSTAT 564G-001 | Time Series Analysis | MW 2:30pm-3:45pm |
| MTHSTAT 568-001 | Multivariate Statistical Analysis | MW 4pm-5:15pm |
| MTHSTAT 568G-001 | Multivariate Statistical Analysis | MW 4pm-5:15pm |
| MTHSTAT 764-001 | Time Series Analysis | MW 2:30pm-3:45pm |
| MTHSTAT 768-001 | Multivariate Statistical Analysis | MW 4pm-5:15pm |
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.“Joint models for grid point and response processes in longitudinal and functional data” Statistica Sinica().
Gervini, Daniel, and Khanal, Manoj. 68. (2019): 585-602.
Gervini, Daniel, and . 18. (2016): 474-488.
Gervini, Daniel. 57. (2015): 26-34.
Gervini, Daniel. “Warped functional regression” Biometrika 102. (2015): 1-14.
Gervini, Daniel. “Analysis of Aneurisk65 data: warped logistic discrimination” Electronic Journal of Statistics 8. (2014): 1930-1936.
Gervini, Daniel. “Warped Functional Analysis of Variance” Biometrics 70. (2014): 526-535.
Gervini, Daniel. 22. (2012): 1639-1660.