Concepedia

Nonparametric Mixed-effects Models

Nonparametric Mixed-Effects Models is a statistical modeling framework that extends mixed-effects models by relaxing parametric assumptions about the functional form of fixed and/or random effects, allowing flexible, data-driven estimation through nonparametric methods such as splines, kernels, or Gaussian processes.

110

Publications

18K

Citations

192

Authors

151

Institutions

Publications per year

2017–2026

9

Parents

Publications

110

Non-Parametric Statistics for the Behavioral Sciences.

Alan Stuart, Sidney Siegel · Economica · 1957 · 3.4K citations

, , +14

Generalized Additive Models for Location, Scale and Shape

Robert A. Rigby, D. Stasinopoulos · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2005 · 3.2K citations · Full text

, , +15

Nonparametric Statistics

Sidney Siegel · The American Statistician · 1957 · 2.8K citations

, , +13

Nonparametric Statistics

Sidney Siegel · The American Statistician · 1957 · 1.2K citations

, , +13

Extending the Linear Model With R: Generalized Linear, Mixed Effects and Nonparametric Regression Models

Colin Gallagher · Journal of the American Statistical Association · 2007 · 1.1K citations

, , +13

1–5 of 110

Authors

192

  1. YW
    Yuedong Wang

    University of California, Santa Barbara, United States

    4 publications · 530 citations

    4

    h-index

  2. RT
    Robert Tibshirani

    Stanford University, United States

    3 publications · 1K citations

    3

    h-index

  3. HL
    Hua Liang

    George Washington University, United States

    3 publications · 113 citations

    3

    h-index

  4. SS
    Sidney Siegel

    Pennsylvania State University, United States

    3 publications · 7.4K citations

    3

    h-index

  5. CM
    Ciprian M. Crainiceanu

    Johns Hopkins University, United States

    3 publications · 181 citations

    3

    h-index

1–5 of 192

Institutions

151

  1. University of California, Santa Barbara

    Santa Barbara, United States

    5 h-index

    6 publications

    592 citations

  2. Pennsylvania State University

    State College, United States

    4 h-index

    5 publications

    2.9K citations

  3. The University of Texas MD Anderson Cancer Center

    Houston, United States

    3 h-index

    6 publications

    1.6K citations

  4. Harvard University

    Cambridge, United States

    3 h-index

    6 publications

    218 citations

  5. University of Toronto

    Toronto, Canada

    3 h-index

    3 publications

    1K citations

  6. Université Joseph Fourier

    Grenoble, France

    3 h-index

    3 publications

    75 citations

  7. Université Paris Cité

    Paris, France

    3 h-index

    3 publications

    41 citations

  8. University of Rochester

    Rochester, United States

    3 h-index

    6 publications

    341 citations

1–8 of 151

Venues

  1. 20

    h-index

  2. Biometrics

    7 publications · 655 citations

    7

    h-index

  3. Journal of Statistical Planning and Inference

    4 publications · 142 citations

    4

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 4 publications · 66 citations

    4

    h-index

  5. Journal of Multivariate Analysis

    4 publications · 250 citations

    4

    h-index

1–5