Concepedia

Functional Spatio-temporal Data Analysis

Functional Spatio-Temporal Data Analysis is a statistical methodology that extends functional data analysis to spatially indexed time series by modeling data as functions varying smoothly over both space and time, thereby enabling the extraction of latent spatio-temporal patterns through functional basis representations.

112

Publications

5.2K

Citations

404

Authors

243

Institutions

Publications per year

2017–2026

44

Parents

Publications

112

Functional Boxplots

Ying Sun, Marc G. Genton · Journal of Computational and Graphical Statistics · 2011 · 417 citations

, , +17

Spatiotemporal analysis of event-related fMRI data using partial least squares

Anthony R. McIntosh, Wilkin Chau, Andrea B. Protzner · NeuroImage · 2004 · 347 citations

, , +14

Evaluating two-step PCA of ERP data with Geomin, Infomax, Oblimin, Promax, and Varimax rotations

Joseph Dien · Psychophysiology · 2009 · 307 citations

, , +11

Bayesian fMRI time series analysis with spatial priors

W.D. Penny, Nelson J. Trujillo‐Barreto, Karl Friston · NeuroImage · 2004 · 268 citations

, , +14

Fully Bayesian Spatio-Temporal Modeling of FMRI Data

Mark W. Woolrich, Mark Jenkinson, J. Michael Brady et al. · IEEE Transactions on Medical Imaging · 2004 · 252 citations

, , +16

1–5 of 112

Authors

404

  1. PK
    Piotr Kokoszka

    Utah State University, United States

    5 publications · 130 citations

    5

    h-index

  2. JT
    J. Taboada

    Universidade de Vigo, Spain

    3 publications · 113 citations

    3

    h-index

  3. MR
    Matthew Reimherr

    Pennsylvania State University, United States

    3 publications · 88 citations

    3

    h-index

  4. JM
    Javier Martínez Martínez

    Universidade de Vigo, Spain

    2 publications · 71 citations

    2

    h-index

  5. DL
    Diane Lambert

    AT&T (United States), United States

    2 publications · 63 citations

    2

    h-index

1–5 of 404

Institutions

243

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    12 publications

    421 citations

  2. Pennsylvania State University

    State College, United States

    3 h-index

    6 publications

    230 citations

  3. Northwestern University

    Evanston, United States

    3 h-index

    6 publications

    146 citations

  4. Universidad de Oviedo

    Oviedo, Spain

    3 h-index

    6 publications

    132 citations

  5. Colorado State University

    Fort Collins, United States

    3 h-index

    3 publications

    91 citations

  6. Texas A&M University

    College Station, United States

    3 h-index

    4 publications

    941 citations

  7. Centro Universitario de la Defensa en San Javier

    San Javier, Spain

    3 h-index

    7 publications

    255 citations

  8. Politecnico di Milano

    Milan, Italy

    3 h-index

    7 publications

    296 citations

1–8 of 243

Venues

  1. NeuroImage

    6 publications · 866 citations

    6

    h-index

  2. Scientific Reports

    4 publications · 133 citations

    4

    h-index

  3. Environmetrics

    4 publications · 136 citations

    4

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 76 citations

    3

    h-index

  5. Journal of Computational and Graphical Statistics

    JCGS · 3 publications · 480 citations

    3

    h-index

1–5