Concepedia

Parametric Regression Models

Parametric Regression Models is a type of survival regression model that assumes a specific mathematical form for the baseline hazard function, distinguishing it from nonparametric and semiparametric models by requiring full specification of the distributional parameters governing event times.

1.3K

Publications

124.6K

Citations

3.3K

Authors

1.3K

Institutions

Publications per year

2017–2026

316

Parents

Publications

1.3K

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Jianqing Fan, Runze Li · Journal of the American Statistical Association · 2001 · 9.2K citations

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Dynamic Conditional Correlation

Robert F. Engle · Journal of Business and Economic Statistics · 2002 · 7.1K citations

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Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association · 1988 · 5.5K citations

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An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

Naomi Altman · The American Statistician · 1992 · 5K citations

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<b>MatchIt</b>: Nonparametric Preprocessing for Parametric Causal Inference

Daniel E. Ho, Kosuke Imai, Gary King et al. · Journal of Statistical Software · 2011 · 4.4K citations · Full text

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1–5 of 1.3K

Authors

3.3K

  1. DY
    D. Y. Lin

    University of North Carolina at Chapel Hill, United States

    11 publications · 1.6K citations

    11

    h-index

  2. MA
    Michał Abrahamowicz

    McGill University, Canada

    9 publications · 302 citations

    9

    h-index

  3. LJ
    L. J. Wei

    Harvard University, United States

    8 publications · 2K citations

    8

    h-index

  4. JF
    Jianqing Fan

    Princeton University, United States

    8 publications · 10.8K citations

    8

    h-index

  5. IV
    Ingrid Van Keilegom

    UCLouvain, Belgium

    8 publications · 194 citations

    8

    h-index

1–5 of 3.3K

Institutions

1.3K

  1. Harvard University

    Cambridge, United States

    25 h-index

    41 publications

    7.6K citations

  2. University of Washington

    Seattle, United States

    21 h-index

    34 publications

    2.9K citations

  3. Karolinska Institutet

    Stockholm, Sweden

    20 h-index

    100 publications

    5K citations

  4. University of California, Berkeley

    Berkeley, United States

    19 h-index

    31 publications

    1.7K citations

  5. Johns Hopkins University

    Baltimore, United States

    19 h-index

    62 publications

    8.6K citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    16 h-index

    29 publications

    2.8K citations

  7. University of Copenhagen

    Copenhagen, Denmark

    15 h-index

    29 publications

    1.4K citations

  8. Texas A&M University

    College Station, United States

    14 h-index

    24 publications

    1.5K citations

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Venues

  1. Journal of the American Statistical Association

    72 publications · 23.2K citations

    45

    h-index

  2. Biometrics

    49 publications · 4.7K citations

    35

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  3. Statistics in Medicine

    68 publications · 6.6K citations

    31

    h-index

  4. Biometrika

    30 publications · 3.9K citations

    25

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  5. 24

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