Concepedia

Robust Generalized Linear Models

Robust Generalized Linear Models is a class of statistical models that extends generalized linear models by incorporating methods resistant to outliers and violations of distributional assumptions, thereby providing reliable parameter estimation and inference under model misspecification or contaminated data.

61

Publications

3.4K

Citations

120

Authors

94

Institutions

Publications per year

2017–2026

10

Variants

Robust Glms

Parents

Publications

61

Iteratively Reweighted Least Squares for Maximum Likelihood Estimation, and Some Robust and Resistant Alternatives

P. J. Green · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1984 · 696 citations

, , +17

Robust Inference for Generalized Linear Models

Eva Cantoni, Elvezio Ronchetti · Journal of the American Statistical Association · 2001 · 399 citations · Full text

, , +16

Robust Markov chain Monte Carlo Methods for Spatial Generalized Linear Mixed Models

Ole Fredslund Christensen, Gareth O. Roberts, Martin Sköld · Journal of Computational and Graphical Statistics · 2006 · 134 citations

, , +17

Robust Experimental Design for Multivariate Generalized Linear Models

Hovav Dror, David M. Steinberg · Technometrics · 2006 · 117 citations

, , +15

Concepts and Suggestions for Robust Regression Analysis

Bruce Western · American Journal of Political Science · 1995 · 112 citations

, , +14

1–5 of 61

Authors

120

  1. SK
    Sanjoy K. Sinha

    Carleton University, Canada

    4 publications · 148 citations

    4

    h-index

  2. ER
    Elvezio Ronchetti

    University of Geneva, Switzerland

    3 publications · 464 citations

    3

    h-index

  3. XX
    Xiaojian Xu

    Brock University, Canada

    3 publications · 49 citations

    3

    h-index

  4. GB
    Graciela Boente

    Universidad de Buenos Aires, Argentina

    2 publications · 41 citations

    2

    h-index

  5. VJ
    Vı́ctor J. Yohai

    Universidad de Buenos Aires, Argentina

    2 publications · 89 citations

    2

    h-index

1–5 of 120

Institutions

94

  1. Carleton University

    Ottawa, Canada

    3 h-index

    3 publications

    47 citations

  2. Consejo Nacional de Investigaciones Científicas y Técnicas

    Buenos Aires, Argentina

    3 h-index

    5 publications

    142 citations

  3. University of Southern California

    Los Angeles, United States

    3 h-index

    5 publications

    130 citations

  4. Universidad de Buenos Aires

    Buenos Aires, Argentina

    3 h-index

    6 publications

    202 citations

  5. University of Geneva

    Geneva, Switzerland

    3 h-index

    3 publications

    464 citations

  6. Fundación Ciencias Exactas y Naturales

    Buenos Aires, Argentina

    3 h-index

    6 publications

    140 citations

  7. Harvard University

    Cambridge, United States

    2 h-index

    5 publications

    205 citations

  8. Brock University

    Saint Catharines, Canada

    2 h-index

    2 publications

    33 citations

1–8 of 94

Venues

  1. 5

    h-index

  2. Journal of Statistical Planning and Inference

    4 publications · 99 citations

    4

    h-index

  3. Journal of Quality Technology

    4 publications · 248 citations

    4

    h-index

  4. Biometrika

    4 publications · 178 citations

    4

    h-index

  5. Technometrics

    4 publications · 176 citations

    4

    h-index

1–5