Concepedia

Misclassification Models

Misclassification Models is a statistical modeling framework within Bayesian measurement error models that specifically accounts for systematic errors in categorical variable classification by incorporating probabilistic representations of misassignment to distinguish true underlying states from observed erroneous classifications.

832

Publications

46.7K

Citations

2.5K

Authors

1K

Institutions

Publications per year

2017–2026

154

Variants

Misclassification Error Models

Parents

Publications

832

Estimation of Error Rates in Discriminant Analysis

Peter A. Lachenbruch, M. R. Mickey · Technometrics · 1968 · 1.5K citations

, , +13

Importance of replication in microarray gene expression studies: Statistical methods and evidence from repetitive cDNA hybridizations

Mei‐Ling Ting Lee, Frank C. Kuo, G. À. Whitmore et al. · Proceedings of the National Academy of Sciences · 2000 · 870 citations

, , +15

Analysis and visualization of classifier performance: comparison under imprecise class and cost distributions

Foster Provost, Tom Fawcett · 1997 · 724 citations

, , +14

Bayesian CART Model Search

Hugh Chipman, Edward I. George, Robert E. McCulloch · Journal of the American Statistical Association · 1998 · 713 citations

, , +17

Accuracy of cancer death certificates and its effect on cancer mortality statistics.

C Percy, Edward J. Stanek, Lynn Ann Gloeckler · American Journal of Public Health · 1981 · 706 citations · Full text

, , +16

1–5 of 832

Authors

2.5K

  1. PG
    Paul Gustafson

    University of British Columbia, Canada

    10 publications · 522 citations

    10

    h-index

  2. PA
    Peter A. Lachenbruch

    University of California, Los Angeles, United States

    10 publications · 2.4K citations

    10

    h-index

  3. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    9 publications · 420 citations

    9

    h-index

  4. EB
    Edward B. Allen

    Florida Atlantic University, United States

    9 publications · 420 citations

    9

    h-index

  5. JD
    James D. Stamey

    Baylor University, United States

    8 publications · 214 citations

    8

    h-index

1–5 of 2.5K

Institutions

1K

  1. Harvard University

    Cambridge, United States

    23 h-index

    68 publications

    6.1K citations

  2. Johns Hopkins University

    Baltimore, United States

    18 h-index

    61 publications

    4.2K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    15 h-index

    25 publications

    5.7K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    13 h-index

    31 publications

    1.4K citations

  5. University of Washington

    Seattle, United States

    13 h-index

    32 publications

    1.4K citations

  6. Emory University

    Atlanta, United States

    12 h-index

    31 publications

    1.2K citations

  7. Florida Atlantic University

    Boca Raton, United States

    11 h-index

    21 publications

    1.1K citations

  8. University of Waterloo

    Waterloo, Canada

    11 h-index

    23 publications

    865 citations

1–8 of 1K

Venues

  1. Biometrics

    29 publications · 2K citations

    21

    h-index

  2. Statistics in Medicine

    41 publications · 1.3K citations

    19

    h-index

  3. Epidemiology

    24 publications · 1.4K citations

    19

    h-index

  4. 18

    h-index

  5. American Journal of Epidemiology

    AJE · 20 publications · 2.7K citations

    18

    h-index

1–5