Concepedia

Cross-validation Of Forecasts

Cross-Validation of Forecasts is a systematic evaluation method in forecast verification that iteratively partitions observational data into training and testing subsets to assess the predictive performance of a forecasting model while minimizing overfitting and ensuring generalizability.

57

Publications

3.5K

Citations

150

Authors

110

Institutions

Publications per year

2017–2026

22

Parents

Publications

57

Cross-Validation in Statistical Climate Forecast Models

Joel Michaelsen · Journal of Climate and Applied Meteorology · 1987 · 840 citations

, , +17

Evaluating Environmental Impacts on Tropical Cyclone Rapid Intensification Predictability Utilizing Statistical Models

John Kaplan, Christopher M. Rozoff, Mark DeMaria et al. · Weather and Forecasting · 2015 · 219 citations

, , +15

Assessing Forecast Skill through Cross Validation

James B. Elsner, Carl P. Schmertmann · Weather and Forecasting · 1994 · 152 citations · Full text

, , +16

A Cross‐Validation Analysis of Neural Network Out‐of‐Sample Performance in Exchange Rate Forecasting

Michael Y. Hu, Guoqiang Zhang, Christine X. Jiang et al. · Decision Sciences · 1999 · 150 citations

, , +17

Artificial Skill due to Predictor Screening

Timothy DelSole, J. Shukla · Journal of Climate · 2008 · 140 citations · Full text

, , +16

1–5 of 57

Authors

150

  1. AG
    Anthony G. Barnston

    NOAA National Centers for Environmental Prediction, United States

    3 publications · 164 citations

    3

    h-index

  2. SJ
    Simon J. Mason

    Columbia University, United States

    2 publications · 127 citations

    2

    h-index

  3. HM
    Huug M. van den Dool

    NOAA National Centers for Environmental Prediction, United States

    2 publications · 127 citations

    2

    h-index

  4. SW
    Shouyang Wang

    Chinese Academy of Sciences, China

    2 publications · 38 citations

    2

    h-index

  5. UL
    Upmanu Lall

    Columbia University, United States

    2 publications · 101 citations

    2

    h-index

1–5 of 150

Institutions

110

  1. Columbia University

    New York, United States

    3 h-index

    6 publications

    329 citations

  2. Cooperative Institute for Research in Environmental Sciences

    Boulder, United States

    2 h-index

    4 publications

    381 citations

  3. National Oceanic and Atmospheric Administration

    Washington, United States

    2 h-index

    6 publications

    904 citations

  4. Texas A&M University

    College Station, United States

    2 h-index

    2 publications

    61 citations

  5. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    3 publications

    464 citations

  6. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    5 publications

    87 citations

  7. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    2 h-index

    3 publications

    272 citations

  8. Academy of Mathematics and Systems Science

    Beijing, China

    2 h-index

    5 publications

    87 citations

1–8 of 110

Venues

  1. Journal of Climate

    7 publications · 556 citations

    7

    h-index

  2. SSRN Electronic Journal

    Repository · 2 publications · 77 citations

    2

    h-index

  3. Energies

    2 publications · 36 citations

    2

    h-index

  4. Management Science

    2 publications · 71 citations

    2

    h-index

  5. Weather and Forecasting

    2 publications · 371 citations

    2

    h-index

1–5