Concepedia

Model Averaged Estimation

Model Averaged Estimation is a statistical inference method that belongs to the class of model averaging techniques, distinguished by its computation of parameter estimates as a weighted average over multiple candidate models, where the weights are typically derived from posterior model probabilities or information-theoretic criteria.

86

Publications

9.9K

Citations

225

Authors

129

Institutions

Publications per year

2017–2026

26

Parents

Publications

86

A brief guide to model selection, multimodel inference and model averaging in behavioural ecology using Akaike’s information criterion

Matthew R. E. Symonds, Adnan Moussalli · Behavioral Ecology and Sociobiology · 2010 · 2.5K citations

, , +13

Least Squares Model Averaging

Bruce E. Hansen · Econometrica · 2007 · 843 citations

, , +16

Frequentist Model Average Estimators

Nils Lid Hjort, Gerda Claeskens · Journal of the American Statistical Association · 2003 · 707 citations · Full text

, , +13

Model averaging and muddled multimodel inferences

Brian S. Cade · Ecology · 2015 · 626 citations

, , +14

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

Yang Zhao, Jun Zhao, Linshan Jiang et al. · IEEE Internet of Things Journal · 2020 · 569 citations

, , +15

1–5 of 86

Authors

225

  1. XZ
    Xinyu Zhang

    Chinese Academy of Sciences, China

    16 publications · 885 citations

    14

    h-index

  2. GZ
    Guohua Zou

    Chinese Academy of Sciences, China

    7 publications · 589 citations

    7

    h-index

  3. AT
    Alan T. K. Wan

    City University of Hong Kong, Hong Kong SAR China

    7 publications · 490 citations

    7

    h-index

  4. HL
    Hua Liang

    George Washington University, United States

    3 publications · 483 citations

    3

    h-index

  5. DY
    Dalei Yu

    Yunnan University of Finance And Economics, China

    3 publications · 206 citations

    3

    h-index

1–5 of 225

Institutions

129

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    24 publications

    1.3K citations

  2. Academy of Mathematics and Systems Science

    Beijing, China

    11 h-index

    17 publications

    931 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    10 publications

    1.2K citations

  4. Yunnan University of Finance And Economics

    Kunming, China

    5 h-index

    5 publications

    829 citations

  5. Capital Normal University

    Beijing, China

    5 h-index

    5 publications

    184 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    4 publications

    131 citations

  7. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    11 publications

    999 citations

  8. Texas A&M University

    College Station, United States

    3 h-index

    3 publications

    91 citations

1–8 of 129

Venues

  1. Journal of the American Statistical Association

    5 publications · 1.3K citations

    5

    h-index

  2. Journal of Econometrics

    4 publications · 155 citations

    4

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 4 publications · 214 citations

    4

    h-index

  4. SSRN Electronic Journal

    Repository · 3 publications · 59 citations

    3

    h-index

  5. Ornithological Applications

    3 publications · 138 citations

    3

    h-index

1–5