Concepedia

Semiparametric Modeling

Semiparametric Modeling is a statistical modeling approach that combines a parametric component specifying part of the data structure with a nonparametric component allowing unspecified functional forms, thereby differentiating it from fully parametric and purely nonparametric models.

1.8K

Publications

128.4K

Citations

2.2K

Authors

1.1K

Institutions

Publications per year

2017–2026

213

Variants

Semiparametric Statistics

Parents

Children

Publications

1.8K

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

Simon N. Wood · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 7.6K citations · Full text

, , +15

Root-N-Consistent Semiparametric Regression

Peter M. Robinson · Econometrica · 1988 · 2.5K citations

, , +13

Genome-Wide Regression and Prediction with the BGLR Statistical Package

Paulino Pérez‐Rodríguez, Gustavo de los Campos · Genetics · 2014 · 1.7K citations · Full text

, , +15

Efficient and Adaptive Estimation for Semiparametric Models.

Peter J. Bickel, Chris A. J. Klaassen, Ya’acov Ritov et al. · Biometrics · 1994 · 1.5K citations

, , +15

Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-PLUS Illustrations

Karen Kafadar, Adrian Bowman, Adelchi Azzalini · Journal of the American Statistical Association · 1999 · 1.2K citations

, , +16

1–5 of 1.8K

Authors

2.2K

  1. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    32 publications · 2.3K citations

    24

    h-index

  2. JM
    James M. Robins

    Harvard University, United States

    23 publications · 4K citations

    20

    h-index

  3. OL
    Oliver Linton

    University of Cambridge, United Kingdom

    19 publications · 1.7K citations

    18

    h-index

  4. WK
    Wolfgang Karl Härdle

    Humboldt-Universität zu Berlin, Germany

    21 publications · 1.9K citations

    17

    h-index

  5. JL
    Joël L. Horowitz

    University of Iowa, United States

    17 publications · 2K citations

    16

    h-index

1–5 of 2.2K

Institutions

1.1K

  1. Texas A&M University

    College Station, United States

    33 h-index

    98 publications

    6.8K citations

  2. Harvard University

    Cambridge, United States

    32 h-index

    77 publications

    10.4K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    31 h-index

    78 publications

    5.3K citations

  4. London School of Economics and Political Science

    London, United Kingdom

    26 h-index

    43 publications

    3.8K citations

  5. University of Michigan

    Ann Arbor, United States

    24 h-index

    50 publications

    4.4K citations

  6. Yale University

    New Haven, United States

    23 h-index

    39 publications

    3.5K citations

  7. University of Washington

    Seattle, United States

    22 h-index

    46 publications

    4.6K citations

  8. Duke University

    Durham, United States

    21 h-index

    41 publications

    2.6K citations

1–8 of 1.1K

Venues

  1. Journal of the American Statistical Association

    140 publications · 16.7K citations

    66

    h-index

  2. Journal of Econometrics

    109 publications · 10.5K citations

    51

    h-index

  3. The Annals of Statistics

    89 publications · 9.3K citations

    49

    h-index

  4. Biometrika

    79 publications · 7.4K citations

    43

    h-index

  5. Econometrica

    41 publications · 10.2K citations

    35

    h-index

1–5