Concepedia

Generalized Linear Models

Generalized Linear Models is a statistical modeling framework that extends the classical linear model by allowing the response variable to follow a distribution from the exponential family and relating the mean to the predictors through a link function.

7.5K

Publications

1.2M

Citations

9.8K

Authors

2.7K

Institutions

Publications per year

2017–2026

1.1K

Variants

GlmsLinear Regression Models

Parents

Children

Publications

7.5K

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

, , +17

<b>lavaan</b>: An<i>R</i>Package for Structural Equation Modeling

Yves Rosseel · Journal of Statistical Software · 2012 · 25.4K citations · Full text

, , +10

Comparative fit indexes in structural models.

Peter M. Bentler · Psychological Bulletin · 1990 · 23.9K citations

, , +15

On the evaluation of structural equation models

Richard P. Bagozzi, Youjae Yi · Journal of the Academy of Marketing Science · 1988 · 20.6K citations

, , +11

Hierarchical Linear Models: Applications and Data Analysis Methods.

Nicholas T. Longford, Anthony S. Bryk, Stephen W. Raudenbush · Contemporary Sociology A Journal of Reviews · 1993 · 18.9K citations

, , +14

1–5 of 7.5K

Authors

9.8K

  1. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    50 publications · 5.9K citations

    33

    h-index

  2. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    31 publications · 3K citations

    28

    h-index

  3. GM
    Geert Molenberghs

    Hasselt University, Belgium

    35 publications · 1.3K citations

    22

    h-index

  4. SN
    Simon N. Wood

    University of Bath, United Kingdom

    21 publications · 18.8K citations

    20

    h-index

  5. RT
    Robert Tibshirani

    Stanford University, United States

    21 publications · 86.9K citations

    20

    h-index

1–5 of 9.8K

Institutions

2.7K

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    47 h-index

    152 publications

    28.4K citations

  2. Texas A&M University

    College Station, United States

    45 h-index

    150 publications

    12.9K citations

  3. Harvard University

    Cambridge, United States

    44 h-index

    132 publications

    12.3K citations

  4. University of Wisconsin–Madison

    Madison, United States

    44 h-index

    141 publications

    24.5K citations

  5. University of Michigan

    Ann Arbor, United States

    43 h-index

    120 publications

    82.9K citations

  6. Stanford University

    Stanford, United States

    43 h-index

    112 publications

    42.6K citations

  7. University of Washington

    Seattle, United States

    41 h-index

    101 publications

    30.7K citations

  8. University of Minnesota

    Minneapolis, United States

    39 h-index

    100 publications

    8.8K citations

1–8 of 2.7K

Venues

  1. Journal of the American Statistical Association

    471 publications · 119K citations

    129

    h-index

  2. Biometrika

    295 publications · 48.4K citations

    96

    h-index

  3. Biometrics

    210 publications · 48.8K citations

    85

    h-index

  4. Technometrics

    165 publications · 68K citations

    81

    h-index

  5. 73

    h-index

1–5