Concepedia

Functional Covariance Estimation

Functional Covariance Estimation is a statistical method that characterizes the second-order dependence structure of functional time series by estimating the covariance operator between random functions observed over time, distinguishing it from multivariate or scalar covariance estimation through its treatment of infinite-dimensional functional observations and temporal dependencies.

46

Publications

4.6K

Citations

108

Authors

72

Institutions

Publications per year

2017–2026

14

Parents

Publications

46

Functional Data Analysis for Sparse Longitudinal Data

Fang Yao, Hans‐Georg Müller, Jane-Ling Wang · Journal of the American Statistical Association · 2005 · 1.6K citations

, , +13

Weakly dependent functional data

Siegfried Hörmann, Piotr Kokoszka · The Annals of Statistics · 2010 · 362 citations · Full text

, , +14

Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains

Clara Happ-Kurz, Sonja Greven · Journal of the American Statistical Association · 2017 · 352 citations · Full text

, , +15

Functional Additive Models

Hans‐Georg Müller, Fang Yao · Journal of the American Statistical Association · 2008 · 245 citations

, , +15

STATISTICAL INFERENCES FOR FUNCTIONAL DATA

2004 · 234 citations

, , +14

1–5 of 46

Authors

108

  1. HM
    Hans‐Georg Müller

    University of California, Davis, United States

    3 publications · 1.9K citations

    3

    h-index

  2. VZ
    Vadim Zipunnikov

    Johns Hopkins University, United States

    2 publications · 167 citations

    2

    h-index

  3. SG
    Sonja Greven

    Ludwig-Maximilians-Universität München, Germany

    2 publications · 418 citations

    2

    h-index

  4. JW
    Jane-Ling Wang

    University of California, Davis, United States

    2 publications · 1.6K citations

    2

    h-index

  5. DP
    Debashis Paul

    University of California, Davis, United States

    2 publications · 142 citations

    2

    h-index

1–5 of 108

Institutions

72

  1. University of California, Davis

    Davis, United States

    6 h-index

    9 publications

    2.1K citations

  2. National University of Singapore

    Singapore, Singapore

    5 h-index

    7 publications

    521 citations

  3. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    6 publications

    177 citations

  4. Université Libre de Bruxelles

    Brussels, Belgium

    3 h-index

    4 publications

    421 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    3 publications

    50 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    3 publications

    187 citations

  7. University of California, Irvine

    Irvine, United States

    2 h-index

    3 publications

    219 citations

  8. The University of Melbourne

    Melbourne, Australia

    2 h-index

    4 publications

    91 citations

1–8 of 72

Venues

  1. Journal of the American Statistical Association

    8 publications · 2.4K citations

    8

    h-index

  2. The Annals of Statistics

    5 publications · 682 citations

    5

    h-index

  3. Biometrika

    3 publications · 205 citations

    3

    h-index

  4. Biometrics

    3 publications · 100 citations

    3

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 2 publications · 45 citations

    2

    h-index

1–5