Depth and Depth-Based Classification with R Package ddalpha

JOURNAL ARTICLE published 2019 in Journal of Statistical Software

Authors: Oleksii Pokotylo | Pavlo Mozharovskyi | Rainer Dyckerhoff

Uniform convergence rates for the approximated halfspace and projection depth

JOURNAL ARTICLE published 1 January 2020 in Electronic Journal of Statistics

Authors: Stanislav Nagy | Rainer Dyckerhoff | Pavlo Mozharovskyi

Exact computation of the halfspace depth

JOURNAL ARTICLE published June 2016 in Computational Statistics & Data Analysis

Authors: Rainer Dyckerhoff | Pavlo Mozharovskyi

Choosing Among Notions of Multivariate Depth Statistics

JOURNAL ARTICLE published 1 August 2022 in Statistical Science

Authors: Karl Mosler | Pavlo Mozharovskyi

Fast nonparametric classification based on data depth

JOURNAL ARTICLE published February 2014 in Statistical Papers

Authors: Tatjana Lange | Karl Mosler | Pavlo Mozharovskyi

Inference based on data depth by Rainer Dyckerhoff

BOOK CHAPTER published 2002 in Multivariate Dispersion, Central Regions, and Depth

Authors: Rainer Dykerhoff

Affine invariant integrated rank-weighted statistical depth: properties and finite sample analysis

JOURNAL ARTICLE published 1 January 2023 in Electronic Journal of Statistics

Authors: Stephan Clémençon | Pavlo Mozharovskyi | Guillaume Staerman

Depth-weighted Bayes classification

JOURNAL ARTICLE published July 2018 in Computational Statistics & Data Analysis

Research funded by Czech Science Foundation (GA15-06991S)

Authors: Ondrej Vencalek | Oleksii Pokotylo

Zonoid Data Depth: Theory and Computation

BOOK CHAPTER published 1996 in COMPSTAT

Authors: Rainer Dyckerhoff | Karl Mosler | Gleb Koshevoy

Depth-based Classification for Multivariate Data

JOURNAL ARTICLE published 12 April 2017 in Austrian Journal of Statistics

Authors: Ondřej Vencálek

STL in depth [Book Review]

JOURNAL ARTICLE published May 2002 in IEEE Software

Authors: P.K. Janert

Nonparametric Imputation by Data Depth

JOURNAL ARTICLE published 2 January 2020 in Journal of the American Statistical Association

Research funded by Centre Henri Lebesgue (PIA-ANR-11-LABX-,-01)

Authors: Pavlo Mozharovskyi | Julie Josse | François Husson

Multidimensional trimming based on projection depth

JOURNAL ARTICLE published 1 October 2006 in The Annals of Statistics

Authors: Yijun Zuo

Projection-based depth functions and associated medians

JOURNAL ARTICLE published 1 October 2003 in The Annals of Statistics

Authors: Yijun Zuo

Depth-based support vector classifiers to detect data nests of rare events

JOURNAL ARTICLE published 2021 in International Journal of Computational Economics and Econometrics

Authors: Rainer Dyckerhoff | Hartmut Jakob Stenz

Depth-based support vector classifiers to detect data nests of rare events

JOURNAL ARTICLE published 2021 in International Journal of Computational Economics and Econometrics

Authors: Rainer Dyckerhoff | Hartmut Jakob Stenz

Halfspace depth and floating body

JOURNAL ARTICLE published 1 January 2019 in Statistics Surveys

Authors: Stanislav Nagy | Carsten Schütt | Elisabeth M. Werner

Generalized Empirical Depth-based Classification

POSTED CONTENT published

Authors: Jafer Rahman | Xiaohui Liu | Shihua Luo

Approximate computation of projection depths

JOURNAL ARTICLE published May 2021 in Computational Statistics & Data Analysis

Authors: Rainer Dyckerhoff | Pavlo Mozharovskyi | Stanislav Nagy

Depth-based runs tests for bivariate central symmetry

JOURNAL ARTICLE published October 2015 in Annals of the Institute of Statistical Mathematics

Authors: Rainer Dyckerhoff | Christophe Ley | Davy Paindaveine