Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications最新文献

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications, Proceedings of a DIMACS Workshop, New Brunswick, New Jersey, USA, May 14-16, 2003 数据深度:鲁棒多元分析、计算几何及其应用，中国计算机科学与技术研讨会论文集，2003年5月14-16日，美国

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 2006-11-21 DOI: 10.1090/DIMACS/072

Regina Y. Liu, R. Serfling, D. Souvaine

{"title":"Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications, Proceedings of a DIMACS Workshop, New Brunswick, New Jersey, USA, May 14-16, 2003","authors":"Regina Y. Liu, R. Serfling, D. Souvaine","doi":"10.1090/DIMACS/072","DOIUrl":"https://doi.org/10.1090/DIMACS/072","url":null,"abstract":"Depth functions in nonparametric multivariate inference by R. Serfling Rank tests for multivariate scale difference based on data depth by R. Y. Liu and K. Singh On scale curves for nonparametric description of dispersion by J. Wang and R. Serfling Data analysis and classification with the zonoid depth by K. Mosler and R. Hoberg On some parametric, nonparametric and semiparametric discrimination rules by A. Hartikainen and H. Oja Regression depth and support vector machine by A. Christmann Spherical data depth and a multivariate median by R. T. Elmore, T. P. Hettmansperger, and F. Xuan Depth-based classification for functional data by S. Lopez-Pintado and J. Romo Impartial trimmed means for functional data by J. A. Cuesta-Albertos and R. Fraiman Geometric measures of data depth by G. Aloupis Computation of half-space depth using simulated annealing by B. Chakraborty and P. Chaudhuri Primaldual algorithms for data depth by D. Bremner, K. Fukuda, and V. Rosta Simplicial depth: An improved definition, analysis, and efficiency for the finite sample case by M. A. Burr, E. Rafalin, and D. L. Souvaine Fast algorithms for frames and point depth by J. H. Dula Statistical data depth and the graphics hardware by S. Krishnan, N. H. Mustafa, and S. Venkatasubramanian.","PeriodicalId":161658,"journal":{"name":"Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128407477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 67

Depth-based classification for functional data 基于深度的功能数据分类

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 2005-10-01 DOI: 10.1090/dimacs/072/08

S. López-Pintado, J. Romo

引用次数: 89

Primal-dual algorithms for data depth 数据深度的原对偶算法

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/12

David Bremner, K. Fukuda, V. Rosta

引用次数: 10

Regression depth and support vector machine 深度回归与支持向量机

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/06

A. Christmann

引用次数: 10

Rank tests for multivariate scale difference based on data depth 基于数据深度的多变量尺度差异的秩检验

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/02

Regina Y. Liu, Kesar Singh

引用次数: 25

Spherical data depth and a multivariate median 球面数据深度和多元中位数

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/07

R. Elmore, T. Hettmansperger, F. Xuan

引用次数: 32

On some parametric, nonparametric and semiparametric discrimination rules 关于一些参数、非参数和半参数判别规则

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/05

Antti Hartikainen, H. Oja

引用次数: 5

Impartial trimmed means for functional data 对功能数据进行公正的修剪

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/09

J. A. Cuesta-Albertos, R. Fraiman

引用次数: 12

Fast algorithms for frames and point depth 帧和点深度的快速算法

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/14

J. Dulá

{"title":"Fast algorithms for frames and point depth","authors":"J. Dulá","doi":"10.1090/dimacs/072/14","DOIUrl":"https://doi.org/10.1090/dimacs/072/14","url":null,"abstract":"Foreword ix Preface xi Depth functions in nonparametric multivariate inference Robert Serfling 1 Rank tests for multivariate scale difference based on data depth Regina Y. Liu and Kesar Singh 17 On scale curves for nonparametric description of dispersion Jin Wang and Robert Serfling 37 Data analysis and classification with the zonoid depth Karl Mosler and Richard Hoberg 49 On some parametric, nonparametric and semiparametric discrimination rules Antti Hartikainen and Hannu Oja 61 Regression depth and support vector machine Andreas Christmann 71 Spherical data depth and a multivariate median Ryan T. Elmore, Thomas P. Hettmansperger, and Fengjuan Xuan 87 Depth-based classification for functional data Sara López-Pintado and Juan Romo 103 Impartial trimmed means for functional data Juan Antonio Cuesta-Albertos and Ricardo Fraiman 121 Geometric measures of data depth Greg Aloupis 147 Computation of half-space depth using simulated annealing Biman Chakraborty and Probal Chaudhuri 159 Primal-dual algorithms for data depth David Bremner, Komei Fukuda, and Vera Rosta 171 Simplicial depth: An improved definition, analysis, and efficiency for the finite sample case Michael A. Burr, Eynat Rafalin, and Diane L. Souvaine 195","PeriodicalId":161658,"journal":{"name":"Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128434949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Data analysis and classification with the zonoid depth 数据分析与类带深度分类

Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications Pub Date : 1900-01-01 DOI: 10.1090/dimacs/072/04

K. Mosler, R. Hoberg

引用次数: 41