Concepedia

Prediction Interval Estimation

Prediction Interval Estimation is a statistical inference method that quantifies the uncertainty associated with future individual observations by providing a range of values within which a new observation is expected to fall with a specified probability, distinguishing it from other interval estimation techniques by focusing on predictive accuracy rather than parameter estimation.

609

Publications

30.4K

Citations

1.8K

Authors

742

Institutions

Publications per year

2017–2026

226

Parents

Publications

609

A Statistical-Topographic Model for Mapping Climatological Precipitation over Mountainous Terrain

Christopher Daly, Ronald P. Neilson, Donald L. Phillips · Journal of Applied Meteorology · 1994 · 2.8K citations · Full text

, , +17

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

Novel coronavirus 2019-nCoV (COVID-19): early estimation of epidemiological parameters and epidemic size estimates

Jonathan M. Read, Jessica R. E. Bridgen, Derek A. T. Cummings et al. · Philosophical Transactions of the Royal Society B Biological Sciences · 2021 · 453 citations · Full text

, , +15

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

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

, , +14

1–5 of 609

Authors

1.8K

  1. AK
    Abbas Khosravi

    Deakin University, Australia

    15 publications · 1.7K citations

    14

    h-index

  2. SN
    Saeid Nahavandi

    Deakin University, Australia

    12 publications · 1.3K citations

    11

    h-index

  3. GJ
    Gerald J. Hahn

    General Electric (United States), United States

    11 publications · 434 citations

    10

    h-index

  4. MZ
    Mohammad Z. Raqab

    University of Jordan, Jordan

    8 publications · 244 citations

    8

    h-index

  5. SE
    Steinar Engen

    Norwegian University of Science and Technology, Norway

    7 publications · 349 citations

    7

    h-index

1–5 of 1.8K

Institutions

742

  1. Deakin University

    Burwood, Australia

    15 h-index

    47 publications

    4.8K citations

  2. General Electric (United States)

    Boston, United States

    11 h-index

    14 publications

    647 citations

  3. North China Electric Power University

    Beijing, China

    11 h-index

    37 publications

    1.5K citations

  4. Iowa State University

    Ames, United States

    10 h-index

    14 publications

    1.2K citations

  5. McMaster University

    Hamilton, Canada

    9 h-index

    15 publications

    1.6K citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    9 h-index

    30 publications

    1.6K citations

  7. University of Jordan

    Amman, Jordan

    8 h-index

    8 publications

    244 citations

  8. University of Pennsylvania

    Philadelphia, United States

    8 h-index

    12 publications

    569 citations

1–8 of 742

Venues

  1. Technometrics

    41 publications · 1.7K citations

    22

    h-index

  2. Journal of the American Statistical Association

    23 publications · 1.3K citations

    18

    h-index

  3. International Journal of Forecasting

    14 publications · 576 citations

    13

    h-index

  4. arXiv (Cornell University)

    Repository · 11 publications · 251 citations

    11

    h-index

  5. IEEE Transactions on Reliability

    9 publications · 181 citations

    9

    h-index

1–5