Concepedia

Quantile Approximation

Quantile Approximation is a streaming algorithm that estimates order statistics of a data stream by maintaining a compact summary structure to approximate rank-based quantile values within bounded error and space complexity.

539

Publications

30.9K

Citations

991

Authors

560

Institutions

Publications per year

2017–2026

114

Parents

Publications

539

Alternatives to the Median Absolute Deviation

Peter J. Rousseeuw, Christophe Croux · Journal of the American Statistical Association · 1993 · 1.8K citations

, , +16

Alternatives to the Median Absolute Deviation

Peter J. Rousseeuw, Christophe Croux · Journal of the American Statistical Association · 1993 · 1.5K citations

, , +16

The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection

Pierre‐Philippe Combes, Gilles Duranton, Laurent Gobillon et al. · Econometrica · 2012 · 857 citations

, , +17

On the Asymptotic Accuracy of Efron's Bootstrap

Kesar Singh · The Annals of Statistics · 1981 · 770 citations · Full text

, , +13

A Note on Quantiles in Large Samples

R. R. Bahadur · The Annals of Mathematical Statistics · 1966 · 739 citations · Full text

, , +11

1–5 of 539

Authors

991

  1. GC
    Graham Cormode

    AT&T (United States), United States

    10 publications · 808 citations

    10

    h-index

  2. KY
    Ke Yi

    Hong Kong University of Science and Technology, Hong Kong SAR China

    8 publications · 507 citations

    8

    h-index

  3. MC
    Miklós Csörgő

    Carleton University, Canada

    7 publications · 476 citations

    7

    h-index

  4. RK
    Roger Koenker

    University of Illinois Urbana-Champaign, United States

    6 publications · 1.4K citations

    6

    h-index

  5. PG
    P. G. Sankaran

    Cochin University of Science and Technology, India

    6 publications · 224 citations

    6

    h-index

1–5 of 991

Institutions

560

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    10 h-index

    20 publications

    1.3K citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    8 h-index

    13 publications

    1.3K citations

  3. Rutgers, The State University of New Jersey

    New Brunswick, United States

    7 h-index

    8 publications

    570 citations

  4. Hefei University of Technology

    Hefei, China

    7 h-index

    17 publications

    670 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    7 h-index

    10 publications

    658 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    10 publications

    175 citations

  7. Cochin University of Science and Technology

    Ernakulam, India

    7 h-index

    19 publications

    652 citations

  8. Tsinghua University

    Beijing, China

    7 h-index

    8 publications

    437 citations

1–8 of 560

Venues

  1. Statistics & Probability Letters

    27 publications · 701 citations

    16

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 20 publications · 515 citations

    16

    h-index

  3. The Annals of Statistics

    18 publications · 2.6K citations

    16

    h-index

  4. Journal of Multivariate Analysis

    18 publications · 751 citations

    14

    h-index

  5. Journal of Statistical Planning and Inference

    21 publications · 617 citations

    14

    h-index

1–5