Concepedia

Prediction Interval Evaluation

Prediction Interval Evaluation is a methodological framework within estimation validation that assesses the accuracy and reliability of prediction intervals by measuring their calibration, coverage, and sharpness in capturing future observations under uncertainty.

266

Publications

16.1K

Citations

672

Authors

374

Institutions

Publications per year

2017–2026

83

Parents

Publications

266

A Re-Evaluation of Random-Effects Meta-Analysis

Julian P. T. Higgins, Simon G. Thompson, David J. Spiegelhalter · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2008 · 2.5K citations · Full text

, , +13

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

Abbas Khosravi, Saeid Nahavandi, Doug Creighton et al. · IEEE Transactions on Neural Networks · 2010 · 746 citations

, , +16

Effective lengths of intervals to improve forecasting in fuzzy time series

Kun‐Huang Huarng · Fuzzy Sets and Systems · 2001 · 584 citations

, , +10

Machine learning approaches for estimation of prediction interval for the model output

Durga Lal Shrestha, Dimitri Solomatine · Neural Networks · 2006 · 423 citations

, , +14

Cross-Validation: What Does It Estimate and How Well Does It Do It?

Stephen Bates, Trevor Hastie, Robert Tibshirani · Journal of the American Statistical Association · 2023 · 378 citations · Full text

, , +16

1–5 of 266

Authors

672

  1. SN
    Saeid Nahavandi

    Deakin University, Australia

    10 publications · 1.5K citations

    10

    h-index

  2. AK
    Abbas Khosravi

    Deakin University, Australia

    10 publications · 1.5K citations

    10

    h-index

  3. GJ
    Gerald J. Hahn

    General Electric (United States), United States

    9 publications · 298 citations

    9

    h-index

  4. DC
    Doug Creighton

    Deakin University, Australia

    6 publications · 1.1K citations

    6

    h-index

  5. MZ
    Mohammad Z. Raqab

    University of Jordan, Jordan

    4 publications · 164 citations

    4

    h-index

1–5 of 672

Institutions

374

  1. Deakin University

    Burwood, Australia

    11 h-index

    31 publications

    4.2K citations

  2. General Electric (United States)

    Boston, United States

    10 h-index

    11 publications

    389 citations

  3. Iowa State University

    Ames, United States

    5 h-index

    7 publications

    392 citations

  4. University of Pennsylvania

    Philadelphia, United States

    5 h-index

    5 publications

    469 citations

  5. La Trobe University

    Melbourne, Australia

    4 h-index

    11 publications

    1.2K citations

  6. University of Mannheim

    Mannheim, Germany

    4 h-index

    5 publications

    198 citations

  7. University of Jordan

    Amman, Jordan

    4 h-index

    4 publications

    164 citations

  8. University of California, Berkeley

    Berkeley, United States

    4 h-index

    4 publications

    627 citations

1–8 of 374

Venues

  1. Technometrics

    18 publications · 622 citations

    14

    h-index

  2. 12

    h-index

  3. International Journal of Forecasting

    9 publications · 405 citations

    9

    h-index

  4. arXiv (Cornell University)

    Repository · 6 publications · 142 citations

    6

    h-index

  5. IEEE Transactions on Reliability

    6 publications · 125 citations

    6

    h-index

1–5