Concepedia

Data Smoothing

Data Smoothing is a data transformation technique that reduces random variation in a dataset by applying a mathematical function to approximate underlying patterns while attenuating noise.

507

Publications

38K

Citations

1.1K

Authors

523

Institutions

Publications per year

2017–2026

72

Parents

Publications

507

Smoothing noisy data with spline functions

Peter G. Craven, Grace Wahba · Numerische Mathematik · 1978 · 3.4K citations

, , +11

Period determination using phase dispersion minimization

R. F. Stellingwerf · The Astrophysical Journal · 1978 · 1.5K citations

, , +13

Smoothing noisy data with spline functions

Grace Wahba · Numerische Mathematik · 1975 · 1.5K citations

, , +11

LOWESS: A Program for Smoothing Scatterplots by Robust Locally Weighted Regression

William S. Cleveland · The American Statistician · 1981 · 1.2K citations

, , +6

Robust smoothing of gridded data in one and higher dimensions with missing values

Damien Garcia · Computational Statistics & Data Analysis · 2009 · 1K citations · Full text

, , +11

1–5 of 507

Authors

1.1K

  1. GW
    Grace Wahba

    University of Wisconsin–Madison, United States

    6 publications · 5.3K citations

    6

    h-index

  2. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    5 publications · 292 citations

    5

    h-index

  3. ST
    Shang‐Hua Teng

    University of Southern California, United States

    5 publications · 1.3K citations

    5

    h-index

  4. DA
    Daniel A. Spielman

    Yale University, United States

    4 publications · 1.2K citations

    4

    h-index

  5. MP
    M. P. Wand

    UNSW Sydney, Australia

    4 publications · 657 citations

    4

    h-index

1–5 of 1.1K

Institutions

523

  1. Stanford University

    Stanford, United States

    11 h-index

    21 publications

    3.3K citations

  2. University of Washington

    Seattle, United States

    10 h-index

    13 publications

    594 citations

  3. University of Wisconsin–Madison

    Madison, United States

    9 h-index

    12 publications

    4.4K citations

  4. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    8 h-index

    13 publications

    1.1K citations

  5. University of Minnesota

    Minneapolis, United States

    7 h-index

    8 publications

    237 citations

  6. University of British Columbia

    Vancouver, Canada

    5 h-index

    14 publications

    1K citations

  7. Cornell University

    Ithaca, United States

    5 h-index

    8 publications

    434 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    8 publications

    539 citations

1–8 of 523

Venues

  1. 19

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 9 publications · 1.2K citations

    9

    h-index

  3. Technometrics

    9 publications · 1.9K citations

    9

    h-index

  4. 7

    h-index

  5. Numerische Mathematik

    6 publications · 5.4K citations

    6

    h-index

1–5