Concepedia

Curve Fitting

Curve Fitting is a mathematical procedure in which a parametric model function is optimized to approximate a given set of data points by minimizing the discrepancy between observed values and the values predicted by the model.

10.5K

Publications

847.2K

Citations

20.1K

Authors

4.3K

Institutions

Publications per year

2017–2026

1.4K

Variants

Data Fitting

Parents

Children

Publications

10.5K

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

Donald W. Marquardt · Journal of the Society for Industrial and Applied Mathematics · 1963 · 30.4K citations

, , +11

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

, , +6

Robust Locally Weighted Regression and Smoothing Scatterplots

William S. Cleveland · Journal of the American Statistical Association · 1979 · 10.9K citations

, , +13

A simple method of estimating 50 per cent end points

Hr Muench · Medical Entomology and Zoology · 1938 · 8.4K citations

, , +5

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

, , +16

1–5 of 10.5K

Authors

20.1K

  1. RT
    Romá Tauler

    Institute of Environmental Assessment and Water Research, Spain

    31 publications · 6.8K citations

    27

    h-index

  2. LL
    Larry L. Schumaker

    Vanderbilt University, United States

    30 publications · 4K citations

    18

    h-index

  3. HM
    Hans‐Georg Müller

    University of California, Davis, United States

    18 publications · 7.6K citations

    17

    h-index

  4. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    19 publications · 2.3K citations

    17

    h-index

  5. PL
    Paul L. Rosin

    Cardiff University, United Kingdom

    17 publications · 1K citations

    16

    h-index

1–5 of 20.1K

Institutions

4.3K

  1. Centre National de la Recherche Scientifique

    Paris, France

    40 h-index

    324 publications

    14.4K citations

  2. Stanford University

    Stanford, United States

    40 h-index

    126 publications

    18.8K citations

  3. University of Wisconsin–Madison

    Madison, United States

    36 h-index

    107 publications

    12.1K citations

  4. KU Leuven

    Leuven, Belgium

    36 h-index

    160 publications

    10.4K citations

  5. University of California, Berkeley

    Berkeley, United States

    35 h-index

    117 publications

    11.6K citations

  6. Texas A&M University

    College Station, United States

    33 h-index

    115 publications

    7.3K citations

  7. Australian National University

    Canberra, Australia

    32 h-index

    95 publications

    6.2K citations

  8. Princeton University

    Princeton, United States

    31 h-index

    70 publications

    7.6K citations

1–8 of 4.3K

Venues

  1. Journal of the American Statistical Association

    189 publications · 52K citations

    75

    h-index

  2. Technometrics

    142 publications · 29.5K citations

    63

    h-index

  3. Computer-Aided Design

    213 publications · 10.8K citations

    60

    h-index

  4. Computer Aided Geometric Design

    201 publications · 11.5K citations

    56

    h-index

  5. The Annals of Statistics

    87 publications · 20.3K citations

    54

    h-index

1–5