Concepedia

Dynamic Generalized Linear Models

Dynamic Generalized Linear Models is a class of state-space models that extends generalized linear models by allowing the regression coefficients to evolve dynamically over time according to a specified stochastic process, thereby enabling flexible modeling of time-dependent observational data with non-Gaussian distributions.

75

Publications

6K

Citations

180

Authors

120

Institutions

Publications per year

2017–2026

18

Variants

Dglm

Parents

Publications

75

Varying-Coefficient Models

Trevor Hastie, Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1993 · 1.9K citations

, , +14

Dynamic Generalized Linear Models and Bayesian Forecasting

Mike West, P. J. Harrison, Hélio S. Migon · Journal of the American Statistical Association · 1985 · 526 citations

, , +16

Generalized Linear Models with Applications in Engineering and the Sciences

Kevin McConway · Journal of the Royal Statistical Society Series D (The Statistician) · 2003 · 362 citations

, , +9

Endogeneity and the corporate governance - performance relation

Emma Schultz, David Tan, Kathleen Walsh · Australian Journal of Management · 2010 · 314 citations

, , +13

Institutional Quality, Trade Openness, and Financial Sector Development in Asia: An Empirical Investigation

Thai‐Ha Le, Jungsuk Kim, Minsoo Lee · Emerging Markets Finance and Trade · 2015 · 207 citations · Full text

, , +14

1–5 of 75

Authors

180

  1. MD
    Manfred Deistler

    TU Wien, Austria

    4 publications · 178 citations

    4

    h-index

  2. HS
    Hélio S. Migon

    Universidade Federal do Rio de Janeiro, Brazil

    3 publications · 629 citations

    3

    h-index

  3. GB
    George B. Arhonditsis

    University of Toronto, Canada

    3 publications · 80 citations

    3

    h-index

  4. MW
    Mike West

    Duke University, United States

    3 publications · 561 citations

    3

    h-index

  5. SP
    Satyendra P. Bhavsar

    Ministry of the Environment, Conservation and Parks, Canada

    3 publications · 80 citations

    3

    h-index

1–5 of 180

Institutions

120

  1. TU Wien

    Vienna, Austria

    4 h-index

    6 publications

    273 citations

  2. University of Toronto

    Toronto, Canada

    4 h-index

    13 publications

    2.3K citations

  3. Australian National University

    Canberra, Australia

    3 h-index

    5 publications

    833 citations

  4. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    3 h-index

    3 publications

    754 citations

  5. LinkedIn (United States)

    Sunnyvale, United States

    2 h-index

    2 publications

    24 citations

  6. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    5 publications

    188 citations

  7. NSF National Center for Atmospheric Research

    Boulder, United States

    2 h-index

    2 publications

    98 citations

  8. Asian Development Bank

    Manila, Philippines

    2 h-index

    2 publications

    219 citations

1–8 of 120

Venues

  1. 6

    h-index

  2. International Statistical Review

    2 publications · 31 citations

    2

    h-index

  3. Communications in Information and Systems

    2 publications · 34 citations

    2

    h-index

  4. South African Journal of Economic and Management Sciences

    SAJEMS · 2 publications · 59 citations

    2

    h-index

  5. Methods in Ecology and Evolution

    1 publications · 51 citations

    1

    h-index

1–5