Concepedia

Functional Time Series Analysis

Functional Time Series Analysis is a subfield of time series analysis that develops statistical methods for modeling, inference, and forecasting when each time-indexed observation is a function defined on a continuum (such as a curve or surface) rather than a finite-dimensional vector.

449

Publications

31.2K

Citations

1.1K

Authors

547

Institutions

Publications per year

2017–2026

171

Parents

Children

Publications

449

Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging

Christian F. Beckmann, Stephen M. Smith · IEEE Transactions on Medical Imaging · 2004 · 2.9K citations

, , +16

Analysis of fMRI Time-Series Revisited

Karl Friston, Andrew P. Holmes, J.-B. Poline et al. · NeuroImage · 1995 · 2.5K citations

, , +11

Functional Data Analysis, 2nd Edn

J. O. Ramsay, B. W. Silverman · 2005 · 1K citations

, , +9

Wavelet analysis of ecological time series

Bernard Cazelles, Mario Chávez, Dominique Berteaux et al. · Oecologia · 2008 · 740 citations

, , +14

EEG microstate sequences in healthy humans at rest reveal scale-free dynamics

Dimitri Van De Ville, Juliane Britz, Christoph M. Michel · Proceedings of the National Academy of Sciences · 2010 · 621 citations · Full text

, , +16

1–5 of 449

Authors

1.1K

  1. PK
    Piotr Kokoszka

    Utah State University, United States

    18 publications · 1.3K citations

    16

    h-index

  2. HL
    Han Lin Shang

    Australian National University, Australia

    18 publications · 824 citations

    14

    h-index

  3. GR
    Gregory Rice

    University of Waterloo, Canada

    11 publications · 529 citations

    11

    h-index

  4. SH
    Siegfried Hörmann

    Graz University of Technology, Austria

    9 publications · 1.1K citations

    9

    h-index

  5. LH
    Lajos Horváth

    University of Utah, United States

    9 publications · 737 citations

    9

    h-index

1–5 of 1.1K

Institutions

547

  1. Australian National University

    Canberra, Australia

    13 h-index

    22 publications

    840 citations

  2. University of California, Davis

    Davis, United States

    13 h-index

    18 publications

    1.2K citations

  3. Colorado State University

    Fort Collins, United States

    12 h-index

    18 publications

    981 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    16 publications

    2.9K citations

  5. Université Libre de Bruxelles

    Brussels, Belgium

    10 h-index

    16 publications

    1.4K citations

  6. University of Utah

    Salt Lake City, United States

    9 h-index

    17 publications

    1.4K citations

  7. Université Toulouse III - Paul Sabatier

    Toulouse, France

    9 h-index

    12 publications

    731 citations

  8. University of Patras

    Pátrai, Greece

    9 h-index

    18 publications

    820 citations

1–8 of 547

Venues

  1. NeuroImage

    27 publications · 5.6K citations

    23

    h-index

  2. Journal of Time Series Analysis

    14 publications · 409 citations

    13

    h-index

  3. Journal of the American Statistical Association

    13 publications · 856 citations

    13

    h-index

  4. Human Brain Mapping

    13 publications · 1.9K citations

    12

    h-index

  5. IEEE Transactions on Medical Imaging

    11 publications · 3.6K citations

    11

    h-index

1–5