Concepedia

Imbalance

Imbalance is a methodological condition in a Completely Randomized Design wherein the unequal allocation of experimental units across treatment groups leads to disproportionate representation that can affect the precision and validity of statistical inferences.

4.9K

Publications

242.2K

Citations

18.6K

Authors

4.1K

Institutions

Publications per year

2017–2026

2.3K

Variants

Allocation Imbalance

Parents

Publications

4.9K

DECIPHER: Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources

Helen V. Firth, Shola M. Richards, A. Paul Bevan et al. · The American Journal of Human Genetics · 2009 · 2.1K citations · Full text

, , +14

Focal and efficient IOU loss for accurate bounding box regression

Yifan Zhang, Weiqiang Ren, Zhang Zhang et al. · Neurocomputing · 2022 · 1.9K citations

, , +14

Cem: Coarsened Exact Matching in Stata

Matthew Blackwell, Stefano M. Iacus, Gary King et al. · The Stata Journal Promoting communications on statistics and Stata · 2009 · 1.7K citations · Full text

, , +16

What to add to nothing? Use and avoidance of continuity corrections in meta‐analysis of sparse data

Michael Sweeting, Alex J. Sutton, Paul C. Lambert · Statistics in Medicine · 2004 · 1.7K citations

, , +12

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations

, , +17

1–5 of 4.9K

Authors

18.6K

  1. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    14 publications · 1.7K citations

    14

    h-index

  2. JS
    Johannés Siegrist

    Heinrich Heine University Düsseldorf, Germany

    12 publications · 1.2K citations

    12

    h-index

  3. MV
    Mikko Valkama

    11 publications · 370 citations

    11

    h-index

  4. FH
    Francisco Herrera

    Universidad de Granada, Spain

    9 publications · 3.1K citations

    9

    h-index

  5. CM
    Caroline Mackie Ogilvie

    Guy's and St Thomas' NHS Foundation Trust, United Kingdom

    8 publications · 329 citations

    8

    h-index

1–5 of 18.6K

Institutions

4.1K

  1. Chinese Academy of Sciences

    Beijing, China

    31 h-index

    189 publications

    17.6K citations

  2. University College London

    London, United Kingdom

    29 h-index

    91 publications

    5.5K citations

  3. Harvard University

    Cambridge, United States

    29 h-index

    88 publications

    8.5K citations

  4. University of Michigan

    Ann Arbor, United States

    28 h-index

    92 publications

    26.5K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    25 h-index

    81 publications

    4.1K citations

  6. Tsinghua University

    Beijing, China

    25 h-index

    125 publications

    5.1K citations

  7. Peking University

    Beijing, China

    24 h-index

    94 publications

    4.2K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    24 h-index

    126 publications

    13.7K citations

1–8 of 4.1K

Venues

  1. IEEE Access

    97 publications · 6.2K citations

    41

    h-index

  2. PubMed

    Repository · 67 publications · 3K citations

    30

    h-index

  3. IEEE Transactions on Industrial Electronics

    33 publications · 2.4K citations

    27

    h-index

  4. IEEE Transactions on Power Electronics

    35 publications · 2K citations

    24

    h-index

  5. 23

    h-index

1–5