On a Notion of Data Depth Based on Random Simplices

JOURNAL ARTICLE published 1 March 1990 in The Annals of Statistics

Authors: Regina Y. Liu

Bayesian nonparametric classification for spectroscopy data

JOURNAL ARTICLE published October 2014 in Computational Statistics & Data Analysis

Authors: Luis Gutiérrez | Eduardo Gutiérrez-Peña | Ramsés H. Mena

Classification rules based on distribution functions of functional depth

JOURNAL ARTICLE published June 2019 in Statistical Papers

Authors: Olusola Samuel Makinde

Gender Classification Based on Deep Learning

BOOK CHAPTER published 2017 in Big Data and Visual Analytics

Authors: Dhiraj Gharana | Sang C. Suh | Mingon Kang

Nonparametric analysis of directional data based on data depth

JOURNAL ARTICLE published June 2013 in Environmental and Ecological Statistics

Authors: C. Agostinelli | M. Romanazzi

Evaluating Pitchers

BOOK CHAPTER published 2011 in Frontiers in Major League Baseball

Authors: John Ruggiero

Computing zonoid trimmed regions of dimension

JOURNAL ARTICLE published May 2009 in Computational Statistics & Data Analysis

Authors: Karl Mosler | Tatjana Lange | Pavel Bazovkin

Functional Nonparametric Prediction Methodologies

BOOK CHAPTER published in Nonparametric Functional Data Analysis

Hierarchical unsupervised nonparametric classification of polarimetric SAR time series data

PROCEEDINGS ARTICLE published July 2014 in 2014 IEEE Geoscience and Remote Sensing Symposium

Authors: Ashlin Richardson | David G. Goodenough

Cluster Analysis Based on Data Depth

BOOK CHAPTER published 2000 in Studies in Classification, Data Analysis, and Knowledge Organization

Authors: Richard Hoberg

Fully nonparametric estimation of the marginal survival function based on case-control clustered data

JOURNAL ARTICLE published 1 January 2019 in Electronic Journal of Statistics

Authors: David M. Zucker | Malka Gorfine

Nonparametric classification of high dimensional observations

JOURNAL ARTICLE published December 2023 in Statistical Papers

Authors: Reza Modarres

Fast Bayesian model assessment for nonparametric additive regression

JOURNAL ARTICLE published March 2014 in Computational Statistics & Data Analysis

Authors: S. McKay Curtis | Sayantan Banerjee | Subhashis Ghosal

Randomized sketches for kernels: Fast and optimal nonparametric regression

JOURNAL ARTICLE published 1 June 2017 in The Annals of Statistics

Authors: Yun Yang | Mert Pilanci | Martin J. Wainwright

Influence functions of some depth functions, and application to depth-weighted L-statistics

JOURNAL ARTICLE published January 2009 in Journal of Nonparametric Statistics

Authors: Xin Dang | Robert Serfling | Weihua Zhou

Fast algorithm for computing weighted projection quantiles and data depth for high-dimensional large data clouds

PROCEEDINGS ARTICLE published October 2014 in 2014 IEEE International Conference on Big Data (Big Data)

Authors: Ujjal Kumar Mukherjee | Snigdhansu Chatterjee

Model-based statistical depth with applications to functional data

JOURNAL ARTICLE published 2 April 2024 in Journal of Nonparametric Statistics

Authors: Weilong Zhao | Zishen Xu | Yue Mu | Yun Yang | Wei Wu

Penalized nonparametric likelihood-based inference for current status data model

JOURNAL ARTICLE published 1 January 2022 in Electronic Journal of Statistics

Authors: Meiling Hao | Yuanyuan Lin | Kin-yat Liu | Xingqiu Zhao

Nonparametric Tolerance Regions

JOURNAL ARTICLE published March 1953 in The Annals of Mathematical Statistics

Authors: D. A. S. Fraser

New Nonparametric Tests for Comparing Multivariate Scales Using Data Depth

BOOK CHAPTER published 2016 in Robust Rank-Based and Nonparametric Methods

Authors: Jun Li | Regina Y. Liu