Concepedia

Root Mean Squared Error Analysis

Root Mean Squared Error Analysis is a statistical evaluation method that quantifies the average magnitude of prediction errors by computing the square root of the mean of squared differences between predicted and observed values, distinguishing itself through its sensitivity to large errors due to the squaring operation.

332

Publications

42.5K

Citations

908

Authors

475

Institutions

Publications per year

2017–2026

113

Variants

Rmse AnalysisRoot Mean Square Error

Parents

Publications

332

Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

, , +15

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · PeerJ Computer Science · 2021 · 4.9K citations · Full text

, , +12

Some Results on Mean Square Error for Factor Score Prediction

Wim P. Krijnen · Psychometrika · 2006 · 2K citations · Full text

, , +8

Data Assimilation Using an Ensemble Kalman Filter Technique

P. L. Houtekamer, Herschel L. Mitchell · Monthly Weather Review · 1998 · 1.9K citations · Full text

, , +17

Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not

Timothy Hodson · Geoscientific model development · 2022 · 1.7K citations · Full text

, , +10

1–5 of 332

Authors

908

  1. LB
    Leo Breiman

    University of California, Berkeley, United States

    3 publications · 1.2K citations

    3

    h-index

  2. AN
    Andrey N. Serov

    Moscow Power Engineering Institute, Russia

    3 publications · 42 citations

    3

    h-index

  3. MT
    Mohammad Taghi Sattari

    University of Tabriz, Iran

    2 publications · 215 citations

    2

    h-index

  4. AR
    Annamária R. Várkonyi-Kóczy

    Obuda University, Hungary

    2 publications · 215 citations

    2

    h-index

  5. ML
    Michael Lechner

    University of St.Gallen, Switzerland

    2 publications · 96 citations

    2

    h-index

1–5 of 908

Institutions

475

  1. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    10 publications

    1.7K citations

  2. University of British Columbia

    Vancouver, Canada

    5 h-index

    8 publications

    1.2K citations

  3. University of California, Berkeley

    Berkeley, United States

    5 h-index

    14 publications

    810 citations

  4. Stanford University

    Stanford, United States

    5 h-index

    5 publications

    455 citations

  5. University of Manitoba

    Winnipeg, Canada

    4 h-index

    4 publications

    88 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    686 citations

  7. New York University

    New York, United States

    3 h-index

    4 publications

    83 citations

  8. Triangle

    Malden, United States

    3 h-index

    3 publications

    167 citations

1–8 of 475

Venues

  1. Technometrics

    8 publications · 1.6K citations

    8

    h-index

  2. The Annals of Statistics

    7 publications · 949 citations

    7

    h-index

  3. 5

    h-index

  4. 5

    h-index

  5. Biometrika

    5 publications · 233 citations

    5

    h-index

1–5