Concepedia

Bayesian Hierarchical Forecasting

Bayesian Hierarchical Forecasting is a hierarchical forecasting framework that uses Bayesian inference to model uncertainty and information sharing across multiple levels of a hierarchy, distinguishing itself by formally incorporating prior knowledge and probabilistic dependencies to improve forecast coherence and accuracy.

77

Publications

4.6K

Citations

272

Authors

194

Institutions

Publications per year

2017–2026

28

Parents

Publications

77

Customer Satisfaction, Cash Flow, and Shareholder Value

Thomas S. Gruca, Lopo L. Rego · Journal of Marketing · 2005 · 753 citations

, , +17

Robust Statistics, 2nd edn

Kuldeep Kumar · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2011 · 346 citations · Full text

, , +17

Forecasted 2040 global prevalence of nonalcoholic fatty liver disease using hierarchical bayesian approach

Michael H. Le, Yee Hui Yeo, Biyao Zou et al. · Clinical and Molecular Hepatology · 2022 · 313 citations · Full text

, , +16

Bayesian Probabilistic Projections of Life Expectancy for All Countries

Adrian E. Raftery, Jennifer Chunn, Patrick Gerland et al. · Demography · 2013 · 210 citations · Full text

, , +17

Long-Lead Prediction of Pacific SSTs via Bayesian Dynamic Modeling

L. Mark Berliner, Christopher K. Wikle, Noel Cressie · Journal of Climate · 2000 · 169 citations · Full text

, , +16

1–5 of 77

Authors

272

  1. CK
    Christopher K. Wikle

    University of Missouri, United States

    4 publications · 263 citations

    4

    h-index

  2. LM
    L. Mark Berliner

    The Ohio State University, United States

    4 publications · 280 citations

    4

    h-index

  3. WA
    Wagner A. Kamakura

    Rice University, United States

    2 publications · 103 citations

    2

    h-index

  4. PB
    Peter Boatwright

    Carnegie Mellon University, United States

    2 publications · 103 citations

    2

    h-index

  5. SK
    Sujit K. Sahu

    University of Southampton, United Kingdom

    2 publications · 39 citations

    2

    h-index

1–5 of 272

Institutions

194

  1. The Ohio State University

    Columbus, United States

    5 h-index

    8 publications

    534 citations

  2. University of Bologna

    Bologna, Italy

    4 h-index

    5 publications

    152 citations

  3. University of Missouri

    Columbia, United States

    4 h-index

    6 publications

    328 citations

  4. United States Geological Survey

    Reston, United States

    3 h-index

    6 publications

    385 citations

  5. University of Colorado Boulder

    Boulder, United States

    3 h-index

    5 publications

    138 citations

  6. Monash University

    Melbourne, Australia

    3 h-index

    3 publications

    146 citations

  7. Australian Bureau of Statistics

    Belconnen, Australia

    2 h-index

    2 publications

    72 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    190 citations

1–8 of 194

Venues

  1. Water Resources Research

    4 publications · 78 citations

    4

    h-index

  2. 3

    h-index

  3. Ecological Applications

    3 publications · 84 citations

    3

    h-index

  4. PLoS ONE

    3 publications · 145 citations

    3

    h-index

  5. Journal of Forecasting

    3 publications · 53 citations

    3

    h-index

1–5