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DIMACS Workshop: Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications 2003
- Regina Y. Liu, Robert Serfling, Diane L. Souvaine:
Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications, Proceedings of a DIMACS Workshop, New Brunswick, New Jersey, USA, May 14-16, 2003. DIMACS Series in Discrete Mathematics and Theoretical Computer Science 72, DIMACS/AMS 2006, ISBN 978-0-8218-3596-8 - Foreword. Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications 2003: ix-
- Preface. Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications 2003: xi-
- Robert Serfling:
Depth functions in nonparametric multivariate inference. 1-16 - Regina Y. Liu, Kesar Singh:
Rank tests for multivariate scale difference based on data depth. 17-35 - Jin Wang, Robert Serfling:
On scale curves for nonparametric description of dispersion. 37-48 - Karl Mosler, Richard Hoberg:
Data analysis and classification with the zonoid depth. 49-59 - Antti Hartikainen, Hannu Oja:
On some parametric, nonparametric and semiparametric discrimination rules. 61-70 - Andreas Christmann:
Regression depth and support vector machine. 71-85 - Ryan T. Elmore, Thomas P. Hettmansperger, Fengjuan Xuan:
Spherical data depth and a multivariate median. 87-101 - Sara López-Pintado, Juan Romo:
Depth-based classification for functional data. 103-119 - Juan Antonio Cuesta-Albertos, Ricardo Fraiman:
Impartial trimmed means for functional data. 121-145 - Greg Aloupis:
Geometric measures of data depth. 147-158 - Biman Chakraborty, Probal Chaudhuri:
Computation of half-space depth using simulated annealing. 159-169 - David Bremner, Komei Fukuda, Vera Rosta:
Primal-dual algorithms for data depth. 171-194 - Michael A. Burr, Eynat Rafalin, Diane L. Souvaine:
Simplicial depth: An improved definition, analysis, and efficiency for the finite sample case. 195-209 - José H. Dulá:
Fast algorithms for frames and point depth. 211-221 - Suresh Krishnan, Nabil H. Mustafa, Suresh Venkatasubramanian:
Statistical data depth and the graphics hardware. 223-246
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