Concepedia

Logistic Regression

Logistic Regression is a statistical classification model within the family of generalized linear models that employs a logistic function to model the probability of a binary outcome variable, distinguishing it by estimating the relationship between one or more independent variables and the log-odds of the outcome in the context of supervised learning and predictive modeling.

95.9K

Publications

5.1M

Citations

370.7K

Authors

25.4K

Institutions

Publications per year

2017–2026

40.2K

Parents

Publications

95.9K

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

, , +15

A simulation study of the number of events per variable in logistic regression analysis

Peter Peduzzi, John Concato, Elizabeth Kemper et al. · Journal of Clinical Epidemiology · 1996 · 9K citations · Full text

, , +17

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2000 · 7K citations · Full text

, , +16

LIBLINEAR: A Library for Large Linear Classification

Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh et al. · 2008 · 6.6K citations

, , +17

Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

M H Zweig, Gregory Campbell · Clinical Chemistry · 1993 · 6.6K citations

, , +16

1–5 of 95.9K

Authors

370.7K

  1. CL
    Carlo La Vecchia

    Mario Negri Institute for Pharmacological Research, Italy

    111 publications · 6.3K citations

    49

    h-index

  2. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    79 publications · 13.1K citations

    47

    h-index

  3. SA
    Steffanie A. Strathdee

    University of California San Diego, United States

    66 publications · 4K citations

    39

    h-index

  4. EN
    Eva Negri

    Mario Negri Institute for Pharmacological Research, Italy

    62 publications · 3.6K citations

    35

    h-index

  5. AK
    Ai Koyanagi

    Parc Sanitari Sant Joan de Déu, Spain

    65 publications · 3.6K citations

    35

    h-index

1–5 of 370.7K

Institutions

25.4K

  1. Harvard University

    Cambridge, United States

    172 h-index

    5.9K publications

    458.3K citations

  2. Johns Hopkins University

    Baltimore, United States

    139 h-index

    4.8K publications

    313.4K citations

  3. University of Michigan

    Ann Arbor, United States

    135 h-index

    2.8K publications

    207.2K citations

  4. University of Washington

    Seattle, United States

    133 h-index

    2.6K publications

    208.7K citations

  5. Brigham and Women's Hospital

    Boston, United States

    132 h-index

    2.9K publications

    268.8K citations

  6. Karolinska Institutet

    Stockholm, Sweden

    123 h-index

    3.5K publications

    190.1K citations

  7. University of California, San Francisco

    San Francisco, United States

    120 h-index

    2.8K publications

    201.6K citations

  8. University of Pennsylvania

    Philadelphia, United States

    118 h-index

    2.2K publications

    146.4K citations

1–8 of 25.4K

Venues

  1. PLoS ONE

    3K publications · 143.6K citations

    135

    h-index

  2. American Journal of Public Health

    JPH · 509 publications · 59K citations

    133

    h-index

  3. PEDIATRICS

    485 publications · 53.9K citations

    129

    h-index

  4. PubMed

    Repository · 3.3K publications · 127.6K citations

    123

    h-index

  5. American Journal of Epidemiology

    AJE · 458 publications · 48.4K citations

    120

    h-index

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