Concepedia

Bootstrap For Functional Data

Bootstrap for Functional Data is a statistical resampling methodology that belongs to the class of nonparametric bootstrap techniques and is specifically distinguished by its adaptation to functional observations, where data are treated as realizations of random curves or functions rather than scalar or vector-valued random variables.

18

Publications

755

Citations

43

Authors

35

Institutions

Publications per year

2017–2026

6

Parents

Publications

18

On the use of the bootstrap for estimating functions with functional data

Antonio Cuevas, Manuel Febrero–Bande, Ricardo Fraiman · Computational Statistics & Data Analysis · 2005 · 184 citations

, , +9

Corrected Confidence Bands for Functional Data Using Principal Components

Jeff Goldsmith, Sonja Greven, Ciprian M. Crainiceanu · Biometrics · 2012 · 123 citations

, , +14

On the Validity of the Bootstrap in Non-Parametric Functional Regression

Frédéric Ferraty, Ingrid Van Keilegom, Philippe Vieu · Scandinavian Journal of Statistics · 2009 · 91 citations · Full text

, , +15

Bootstrap-based testing of equality of mean functions or equality of covariance operators for functional data

Efstathios Paparoditis, Theofanis Sapatinas · Biometrika · 2016 · 58 citations

, , +15

Two Samples Tests for Functional Data

Chongqi Zhang, Heng Peng, Jin-Ting Zhang · Communication in Statistics- Theory and Methods · 2010 · 54 citations

, , +13

1–5 of 18

Authors

43

  1. FF
    Frédéric Ferraty

    Université Toulouse III - Paul Sabatier, France

    2 publications · 113 citations

    2

    h-index

  2. PV
    Philippe Vieu

    Université Toulouse III - Paul Sabatier, France

    2 publications · 113 citations

    2

    h-index

  3. OA
    Olga A. Vsevolozhskaya

    University of Kentucky, United States

    1 publications · 11 citations

    1

    h-index

  4. CZ
    Chongqi Zhang

    Guangzhou University, China

    1 publications · 54 citations

    1

    h-index

  5. YS
    Y. Samuel Wang

    University of Washington, United States

    1 publications · 15 citations

    1

    h-index

1–5 of 43

Institutions

35

  1. National University of Singapore

    Singapore, Singapore

    2 h-index

    2 publications

    73 citations

  2. Universidade de Santiago de Compostela

    Santiago de Compostela, Spain

    2 h-index

    3 publications

    282 citations

  3. Columbia University

    New York, United States

    2 h-index

    2 publications

    134 citations

  4. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    1 publications

    123 citations

  5. Laboratoire de Mathématiques et Applications

    Poitiers, France

    1 h-index

    1 publications

    19 citations

  6. University of Tennessee at Knoxville

    Knoxville, United States

    1 h-index

    1 publications

    21 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    1 publications

    21 citations

  8. Australian National University

    Canberra, Australia

    1 h-index

    1 publications

    16 citations

1–8 of 35

Venues

  1. Journal of Multivariate Analysis

    4 publications · 62 citations

    4

    h-index

  2. Biometrika

    2 publications · 79 citations

    2

    h-index

  3. The Annals of Applied Statistics

    AOAS · 1 publications · 15 citations

    1

    h-index

  4. Statistical Modelling

    1 publications · 13 citations

    1

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 1 publications · 184 citations

    1

    h-index

1–5