Fast nonparametric classification based on data depth

JOURNAL ARTICLE published February 2014 in Statistical Papers

Authors: Tatjana Lange | Karl Mosler | Pavlo Mozharovskyi

Fast DD-classification of functional data

JOURNAL ARTICLE published December 2017 in Statistical Papers

Authors: Karl Mosler | Pavlo Mozharovskyi

Choosing Among Notions of Multivariate Depth Statistics

JOURNAL ARTICLE published 1 August 2022 in Statistical Science

Authors: Karl Mosler | Pavlo Mozharovskyi

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

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

New Nonparametric Tests of Multivariate Locations and Scales Using Data Depth

JOURNAL ARTICLE published 1 November 2004 in Statistical Science

Authors: Jun Li | Regina Y. Liu

Classification with the pot–pot plot

JOURNAL ARTICLE published June 2019 in Statistical Papers

Authors: Oleksii Pokotylo | Karl Mosler

Homogeneity testing in a Weibull mixture model

JOURNAL ARTICLE published 1 December 2007 in Statistical Papers

Authors: Karl Mosler | Christoph Scheicher

Nonparametric Bayesian Data Analysis

JOURNAL ARTICLE published 1 February 2004 in Statistical Science

Authors: Peter Müller | Fernando A. Quintana

Classification rules based on distribution functions of functional depth

JOURNAL ARTICLE published June 2019 in Statistical Papers

Authors: Olusola Samuel Makinde

Nonparametric classification of high dimensional observations

JOURNAL ARTICLE published December 2023 in Statistical Papers

Authors: Reza Modarres

Qualitative robustness of von Mises statistics based on strongly mixing data

JOURNAL ARTICLE published February 2014 in Statistical Papers

Authors: Henryk Zähle

Depth functions as measures of representativeness

JOURNAL ARTICLE published November 2014 in Statistical Papers

Authors: Ye Dong | Stephen M. S. Lee

Divergence-based tests of homogeneity for spatial data

JOURNAL ARTICLE published November 2014 in Statistical Papers

Authors: Tomáš Hobza | Domingo Morales | Leandro Pardo

A Population Background for Nonparametric Density-Based Clustering

JOURNAL ARTICLE published 1 November 2015 in Statistical Science

Authors: José E. Chacón

Consistency of the likelihood depth estimator for the correlation coefficient

JOURNAL ARTICLE published February 2014 in Statistical Papers

Authors: Liesa Denecke | Christine H. Müller

Distributions for spherical data based on nonnegative trigonometric sums

JOURNAL ARTICLE published November 2014 in Statistical Papers

Authors: J. J. Fernández-Durán | M. M. Gregorio-Domínguez

Maximum likelihood estimation under a finite mixture of generalized exponential distributions based on censored data

JOURNAL ARTICLE published May 2014 in Statistical Papers

Authors: Saieed F. Ateya

Nonparametric Analysis of Temporal Trend When Fitting Parametric Models to Extreme­Value Data

JOURNAL ARTICLE published 1 May 2000 in Statistical Science

Authors: Peter Hall | Nader Tajvidi

A Review of Nonparametric Hypothesis Tests of Isotropy Properties in Spatial Data

JOURNAL ARTICLE published 1 August 2016 in Statistical Science

Authors: Zachary D. Weller | Jennifer A. Hoeting