Concepedia

Linear Models

Linear Models is a statistical modeling framework that describes a response variable as a linear combination of predictor variables, distinguished by its assumption of additive linearity in parameters and error structure.

7.9K

Publications

824.2K

Citations

22.1K

Authors

5.2K

Institutions

Publications per year

2017–2026

2K

Variants

Linear Statistical Models

Parents

Publications

7.9K

Regression Shrinkage and Selection Via the Lasso

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

, , +17

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

Hierarchical Linear Models: Applications and Data Analysis Methods

Marie Davidian · Journal of the American Statistical Association · 2003 · 13.9K citations

, , +14

Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments

Gordon K. Smyth · Statistical Applications in Genetics and Molecular Biology · 2004 · 12K citations

, , +13

Statistical Methods for Meta-Analysis

Stanley Wasserman, Larry V. Hedges, Ingram Olkin · Journal of Educational Statistics · 1988 · 10.5K citations

, , +14

1–5 of 7.9K

Authors

22.1K

  1. JA
    J. A. Nelder

    Imperial College London, United Kingdom

    20 publications · 7.1K citations

    17

    h-index

  2. JW
    Joseph W. McKean

    Western Michigan University, United States

    14 publications · 884 citations

    13

    h-index

  3. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    13 publications · 983 citations

    12

    h-index

  4. HL
    Hua Liang

    George Washington University, United States

    13 publications · 758 citations

    11

    h-index

  5. FA
    Franklin A. Graybill

    Colorado State University, United States

    11 publications · 2.6K citations

    11

    h-index

1–5 of 22.1K

Institutions

5.2K

  1. Harvard University

    Cambridge, United States

    46 h-index

    252 publications

    60.2K citations

  2. Stanford University

    Stanford, United States

    45 h-index

    168 publications

    18.3K citations

  3. University of Wisconsin–Madison

    Madison, United States

    43 h-index

    170 publications

    13.4K citations

  4. University of Michigan

    Ann Arbor, United States

    41 h-index

    162 publications

    9.4K citations

  5. University of Chicago

    Chicago, United States

    40 h-index

    94 publications

    15.1K citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    40 h-index

    184 publications

    14.8K citations

  7. University of Toronto

    Toronto, Canada

    37 h-index

    154 publications

    64.4K citations

  8. University of Washington

    Seattle, United States

    36 h-index

    187 publications

    22.1K citations

1–8 of 5.2K

Venues

  1. Journal of the American Statistical Association

    225 publications · 63.6K citations

    87

    h-index

  2. Technometrics

    110 publications · 53.7K citations

    65

    h-index

  3. Biometrics

    88 publications · 11.8K citations

    48

    h-index

  4. The Annals of Statistics

    84 publications · 9.3K citations

    47

    h-index

  5. Biometrika

    91 publications · 20.7K citations

    47

    h-index

1–5