Concepedia

Contamination Models

Contamination Models is a statistical framework that belongs to the class of outlier handling methods, distinguished by its assumption that observed data arise from a mixture of a primary distribution of interest and one or more contaminating distributions that generate outliers.

117

Publications

5.4K

Citations

303

Authors

185

Institutions

Publications per year

2017–2026

29

Parents

Publications

117

A survey of sampling from contaminated distributions

John W. Tukey · Medical Entomology and Zoology · 1960 · 650 citations

, , +8

Vulnerability of Shallow Groundwater and Drinking-Water Wells to Nitrate in the United States

Bernard T. Nolan, Kerie J. Hitt · Environmental Science & Technology · 2006 · 275 citations

, , +17

Binary Regression Models for Contaminated Data

J. B. Copas · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 264 citations

, , +17

Influence Functionals for Time Series

R. Douglas Martin, Vı́ctor J. Yohai · The Annals of Statistics · 1986 · 261 citations · Full text

, , +12

A comparative analysis of Spearman's rho and Kendall's tau in normal and contaminated normal models

Weichao Xu, Yunhe Hou, Yu-Hsin Hung et al. · Signal Processing · 2012 · 188 citations

, , +4

1–5 of 117

Authors

303

  1. AP
    Antonio Punzo

    University of Catania, Italy

    4 publications · 114 citations

    4

    h-index

  2. CG
    Chao Gao

    University of Chicago, United States

    3 publications · 167 citations

    3

    h-index

  3. PD
    Paul D. McNicholas

    University of Guelph, Canada

    3 publications · 70 citations

    3

    h-index

  4. VJ
    Vı́ctor J. Yohai

    Universidad de Buenos Aires, Argentina

    3 publications · 555 citations

    3

    h-index

  5. TK
    Takafumi Kanamori

    Nagoya University, Japan

    2 publications · 85 citations

    2

    h-index

1–5 of 303

Institutions

185

  1. University of Chicago

    Chicago, United States

    6 h-index

    9 publications

    476 citations

  2. University of Pittsburgh

    Pittsburgh, United States

    4 h-index

    8 publications

    494 citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    6 publications

    108 citations

  4. McMaster University

    Hamilton, Canada

    3 h-index

    5 publications

    182 citations

  5. University of British Columbia

    Vancouver, Canada

    3 h-index

    4 publications

    485 citations

  6. University of Catania

    Catania, Italy

    3 h-index

    6 publications

    248 citations

  7. University of Michigan

    Ann Arbor, United States

    3 h-index

    5 publications

    71 citations

  8. The Institute of Statistical Mathematics

    Tokyo, Japan

    3 h-index

    3 publications

    96 citations

1–8 of 185

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 135 citations

    7

    h-index

  2. Bernoulli

    4 publications · 140 citations

    4

    h-index

  3. The Annals of Statistics

    4 publications · 590 citations

    4

    h-index

  4. 4

    h-index

  5. 3

    h-index

1–5