Concepedia

Spline Density Estimation

Spline Density Estimation is a nonparametric density estimation method that employs piecewise polynomial spline functions to model the probability density function, distinguishing itself by ensuring smoothness and continuity at the knots through controlled basis function expansion.

22

Publications

910

Citations

36

Authors

22

Institutions

Publications per year

2017–2026

4

Parents

Publications

22

Smoothing spline ANOVA for exponential families, with application to the Wisconsin Epidemiological Study of Diabetic Retinopathy : the 1994 Neyman Memorial Lecture

Grace Wahba, Yuedong Wang, Chong Gu et al. · The Annals of Statistics · 1995 · 237 citations · Full text

, , +13

Smoothing Spline Density Estimation: Theory

Chong Gu, Chunfu Qiu · The Annals of Statistics · 1993 · 110 citations · Full text

, , +16

Density Estimation in the Presence of Heteroscedastic Measurement Error

John Staudenmayer, David Ruppert, John P. Buonaccorsi · Journal of the American Statistical Association · 2008 · 82 citations

, , +16

Interpolating Spline Methods for Density Estimation I. Equi-Spaced Knots

Grace Wahba · The Annals of Statistics · 1975 · 74 citations · Full text

, , +14

Independent Components Analysis through Product Density Estimation

Trevor Hastie, Rob Tibshirani · Neural Information Processing Systems · 2002 · 57 citations

, , +12

1–5 of 22

Authors

36

  1. CD
    Conor Durkan

    University of Edinburgh, United Kingdom

    3 publications · 62 citations

    3

    h-index

  2. IM
    Iain Murray

    University of Edinburgh, United Kingdom

    3 publications · 62 citations

    3

    h-index

  3. RA
    Richard A. Redner

    University of Tulsa, United States

    3 publications · 59 citations

    3

    h-index

  4. GP
    George Papamakarios

    University of Edinburgh, United Kingdom

    3 publications · 62 citations

    3

    h-index

  5. AB
    Artur Bekasov

    University of Edinburgh, United Kingdom

    3 publications · 62 citations

    3

    h-index

1–5 of 36

Institutions

22

  1. University of Tulsa

    Tulsa, United States

    2 h-index

    2 publications

    44 citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    4 publications

    67 citations

  3. China Datang Corporation (China)

    Beijing, China

    1 h-index

    2 publications

    56 citations

  4. Nomura Research Institute

    Tokyo, Japan

    1 h-index

    1 publications

    52 citations

  5. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    4 publications

    948 citations

  6. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    12 citations

  7. Bar-Ilan University

    Ramat Gan, Israel

    1 h-index

    1 publications

    24 citations

  8. University of California San Diego

    San Diego, United States

    1 h-index

    2 publications

    34 citations

1–8 of 22

Venues

  1. The Annals of Statistics

    4 publications · 435 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 62 citations

    3

    h-index

  3. Urban Studies

    2 publications · 76 citations

    2

    h-index

  4. Pattern Recognition Letters

    1 publications · 14 citations

    1

    h-index

  5. Journal of nonparametric statistics

    1 publications · 12 citations

    1

    h-index

1–5