Concepedia

Quantile Classification

Quantile Classification is a statistical data classification method in choropleth mapping that partitions ordered data values into equal-sized classes, where each class contains approximately the same number of observations, thereby distinguishing it from other classification techniques by emphasizing distributional equivalence rather than interval or natural break optimization.

24

Publications

1.7K

Citations

74

Authors

52

Institutions

Publications per year

2017–2026

14

Variants

Quantile Data Classification

Parents

Publications

24

Evaluation of Methods for Classifying Epidemiological Data on Choropleth Maps in Series

Cynthia A. Brewer, Linda W. Pickle · Annals of the Association of American Geographers · 2002 · 448 citations

, , +14

Boosted Classification Trees and Class Probability/Quantile Estimation

David Mease, Abraham J. Wyner, Andreas Buja · ScholarlyCommons (University of Pennsylvania) · 2007 · 247 citations · Full text

, , +16

A random forests quantile classifier for class imbalanced data

Robert O’Brien, Hemant Ishwaran · Pattern Recognition · 2019 · 176 citations · Full text

, , +10

The role of financial stress, oil, gold and natural gas prices on clean energy stocks: Global evidence from extreme quantile approach

Zheng Fu, Zhiguo Chen, Arshian Sharif et al. · Resources Policy · 2022 · 131 citations

, , +17

Can overnight urine replace 24-hour urine collection to asses salt intake?

K Liu, Alan R. Dyer, Richard Cooper et al. · Hypertension · 1979 · 88 citations · Full text

, , +14

1–5 of 24

Authors

74

  1. RG
    Rongfen Gong

    University of Science and Technology Liaoning, China

    2 publications · 54 citations

    2

    h-index

  2. EF
    Eugene F. Schuster

    University College London, United Kingdom

    2 publications · 84 citations

    2

    h-index

  3. XL
    Xiaoping Liu

    Lakehead University, Canada

    2 publications · 54 citations

    2

    h-index

  4. MC
    Maoxiang Chu

    University of Science and Technology Liaoning, China

    2 publications · 54 citations

    2

    h-index

  5. JC
    Jonathan Chevrier

    McGill University, Canada

    1 publications · 13 citations

    1

    h-index

1–5 of 74

Institutions

52

  1. University of Science and Technology Liaoning

    Anshan, China

    2 h-index

    4 publications

    108 citations

  2. Xiamen University

    Xiamen, China

    2 h-index

    9 publications

    158 citations

  3. The University of Texas at El Paso

    El Paso, United States

    2 h-index

    2 publications

    84 citations

  4. Lakehead University

    Thunder Bay, Canada

    2 h-index

    3 publications

    66 citations

  5. University of Miami

    Coral Gables, United States

    1 h-index

    2 publications

    352 citations

  6. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    1 publications

    68 citations

  7. General Department of Preventive Medicine

    Hanoi, Vietnam

    1 h-index

    3 publications

    264 citations

  8. National Institute of Environmental Health Sciences

    Durham, United States

    1 h-index

    1 publications

    13 citations

1–8 of 52

Venues

  1. 2

    h-index

  2. 1

    h-index

  3. BMC Geriatrics

    1 publications · 17 citations

    1

    h-index

  4. Resources Policy

    1 publications · 131 citations

    1

    h-index

  5. Machine Learning and Knowledge Extraction

    1 publications · 62 citations

    1

    h-index

1–5