Concepedia

Spline-based Estimation

Spline-Based Estimation is a semiparametric modeling technique that uses piecewise polynomial functions, joined at specified knots, to flexibly estimate unknown functional forms while maintaining smoothness and continuity.

382

Publications

34.5K

Citations

743

Authors

392

Institutions

Publications per year

2017–2026

60

Parents

Publications

382

Ideal spatial adaptation by wavelet shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 7.8K citations

, , +13

Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik, Steven E. Golowich, Alex Smola · 1996 · 2.7K citations

, , +13

Ideal Spatial Adaptation by Wavelet Shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 2.5K citations

, , +13

Linear Smoothers and Additive Models

Andreas Buja, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 1989 · 1K citations · Full text

, , +14

GAMs with integrated model selection using penalized regression splines and applications to environmental modelling

Simon N. Wood, Nicole H. Augustin · Ecological Modelling · 2002 · 800 citations · Full text

, , +11

1–5 of 382

Authors

743

  1. GW
    Grace Wahba

    University of Wisconsin–Madison, United States

    11 publications · 1.2K citations

    11

    h-index

  2. LY
    Lijian Yang

    Michigan State University, United States

    12 publications · 638 citations

    11

    h-index

  3. HL
    Hua Liang

    George Washington University, United States

    8 publications · 442 citations

    8

    h-index

  4. SM
    Shujie Ma

    University of California, Riverside, United States

    8 publications · 286 citations

    8

    h-index

  5. DR
    David Ruppert

    Cornell University, United States

    6 publications · 514 citations

    6

    h-index

1–5 of 743

Institutions

392

  1. University of Wisconsin–Madison

    Madison, United States

    10 h-index

    18 publications

    1.5K citations

  2. Texas A&M University

    College Station, United States

    9 h-index

    17 publications

    1.3K citations

  3. Michigan State University

    East Lansing, United States

    8 h-index

    14 publications

    908 citations

  4. Ludwig-Maximilians-Universität München

    Munich, Germany

    8 h-index

    17 publications

    376 citations

  5. Cornell University

    Ithaca, United States

    8 h-index

    15 publications

    1.5K citations

  6. Bielefeld University

    Bielefeld, Germany

    8 h-index

    13 publications

    321 citations

  7. University of Michigan

    Ann Arbor, United States

    6 h-index

    7 publications

    209 citations

  8. Colorado State University

    Fort Collins, United States

    6 h-index

    7 publications

    654 citations

1–8 of 392

Venues

  1. The Annals of Statistics

    26 publications · 3.3K citations

    19

    h-index

  2. Biometrika

    18 publications · 11.9K citations

    16

    h-index

  3. Journal of the American Statistical Association

    15 publications · 794 citations

    13

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 11 publications · 290 citations

    10

    h-index

  5. Biometrics

    10 publications · 707 citations

    10

    h-index

1–5