Concepedia

Loess Smoothing

Loess Smoothing is a nonparametric regression method that fits localized polynomial models to data points using weighted least squares, where the weights are determined by a kernel function based on the proximity of neighboring observations.

23

Publications

8K

Citations

64

Authors

38

Institutions

Publications per year

2017–2026

4

Variants

Locally Estimated Scatterplot SmoothingLocally Weighted Scatterplot SmoothingLoess

Parents

Publications

23

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association · 1988 · 5.5K citations

, , +16

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association · 1988 · 851 citations

, , +16

Ocean Interpolation by Four-Dimensional Weighted Least Squares—Application to the Waters around Australasia

Keith Ridgway, Jeff R. Dunn, John Wilkin · Journal of Atmospheric and Oceanic Technology · 2002 · 516 citations · Full text

, , +16

Graphical assessment of internal and external calibration of logistic regression models by using loess smoothers

Peter C. Austin, Ewout W. Steyerberg · Statistics in Medicine · 2013 · 357 citations · Full text

, , +16

Non-linear normalization and background correction inone-channel cDNA microarray studies

David Edwards · Bioinformatics · 2003 · 144 citations · Full text

, , +13

1–5 of 23

Authors

64

  1. SJ
    Susan J. Devlin

    Core Competence, United States

    2 publications · 6.3K citations

    2

    h-index

  2. WS
    William S. Cleveland

    Purdue University West Lafayette, United States

    2 publications · 6.3K citations

    2

    h-index

  3. NT
    Nicholas Tate

    University of Leicester, United Kingdom

    1 publications · 15 citations

    1

    h-index

  4. RA
    Robert Alexander

    Takeda (United States), United States

    1 publications · 21 citations

    1

    h-index

  5. TB
    Thomas Bartz–Beielstein

    TH Köln - University of Applied Sciences, Germany

    1 publications · 86 citations

    1

    h-index

1–5 of 64

Institutions

38

  1. Core Competence

    Santa Fe, United States

    2 h-index

    2 publications

    6.3K citations

  2. AT&T (United States)

    Bedminster, United States

    2 h-index

    2 publications

    6.3K citations

  3. Biomathematics and Statistics Scotland

    Edinburgh, United Kingdom

    2 h-index

    4 publications

    54 citations

  4. University of Toronto

    Toronto, Canada

    2 h-index

    2 publications

    441 citations

  5. Newmarket Equine Hospital

    Newmarket, United Kingdom

    1 h-index

    3 publications

    63 citations

  6. University of Hertfordshire

    Hatfield, United Kingdom

    1 h-index

    3 publications

    156 citations

  7. National University of Ireland, Maynooth

    Maynooth, Ireland

    1 h-index

    2 publications

    30 citations

  8. Sunnybrook Health Science Centre

    Toronto, Canada

    1 h-index

    1 publications

    357 citations

1–8 of 38

Venues

  1. Journal of the American Statistical Association

    2 publications · 6.3K citations

    2

    h-index

  2. Journal of Forest Science

    1 publications · 23 citations

    1

    h-index

  3. Geophysical Journal International

    GJI · 1 publications · 29 citations

    1

    h-index

  4. Journal of Atmospheric and Oceanic Technology

    1 publications · 516 citations

    1

    h-index

  5. Statistics in Medicine

    1 publications · 357 citations

    1

    h-index

1–5