Concepedia

Distributional Regression

Distributional Regression is a statistical modeling framework that extends generalized linear models by allowing not only the mean but also other parameters of the response variable's distribution—such as scale, shape, or tail behavior—to be modeled as functions of covariates through separate link functions and linear predictors.

74

Publications

4.2K

Citations

157

Authors

95

Institutions

Publications per year

2017–2026

46

Parents

Publications

74

Probabilistic Forecasting

Tilmann Gneiting · Annual Review of Statistics and Its Application · 2014 · 856 citations

, , +16

Neural Networks for Postprocessing Ensemble Weather Forecasts

Stephan Rasp, Sebastian Lerch · Monthly Weather Review · 2018 · 519 citations · Full text

, , +17

Regression: models, methods and applications

Choice Reviews Online · 2014 · 392 citations

, , +17

GAMLSS: A distributional regression approach

Mikis D. Stasinopoulos, Robert A. Rigby, Fernanda De Bastiani · Statistical Modelling · 2018 · 156 citations

, , +13

Bayesian structured additive distributional regression with an application to regional income inequality in Germany

Nadja Klein, Thomas Kneib, Stefan Lang et al. · The Annals of Applied Statistics · 2015 · 135 citations · Full text

, , +17

1–5 of 74

Authors

157

  1. NK
    Nadja Klein

    University of Göttingen, Germany

    13 publications · 511 citations

    11

    h-index

  2. TK
    Thomas Kneib

    University of Göttingen, Germany

    12 publications · 509 citations

    11

    h-index

  3. SL
    Stefan Lang

    University of Salzburg, Austria

    7 publications · 335 citations

    7

    h-index

  4. AM
    Andreas Mayr

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

    5 publications · 147 citations

    5

    h-index

  5. AZ
    Achim Zeileis

    Universität Innsbruck, Austria

    4 publications · 135 citations

    4

    h-index

1–5 of 157

Institutions

95

  1. University of Göttingen

    Göttingen, Germany

    11 h-index

    29 publications

    1.4K citations

  2. Universität Innsbruck

    Innsbruck, Austria

    10 h-index

    24 publications

    1K citations

  3. Humboldt-Universität zu Berlin

    Berlin, Germany

    6 h-index

    7 publications

    145 citations

  4. London Metropolitan University

    London, United Kingdom

    5 h-index

    10 publications

    493 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    4 h-index

    5 publications

    181 citations

  6. Friedrich-Alexander-Universität Erlangen-Nürnberg

    Erlangen, Germany

    4 h-index

    4 publications

    128 citations

  7. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    4 h-index

    7 publications

    1.2K citations

  8. University of Bonn

    Bonn, Germany

    3 h-index

    8 publications

    168 citations

1–8 of 95

Venues

  1. 4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 89 citations

    4

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 2 publications · 61 citations

    3

    h-index

  4. The Annals of Applied Statistics

    AOAS · 3 publications · 225 citations

    3

    h-index

  5. Statistical Modelling

    3 publications · 242 citations

    3

    h-index

1–5