Concepedia

Functional Data Analysis

Functional Data Analysis is a statistical methodology that treats observed data as discrete realizations of underlying smooth functions over a continuum, distinguishing it from traditional data analysis by focusing on the analysis of entire curves or functions rather than scalar observations.

859

Publications

57.1K

Citations

2.3K

Authors

995

Institutions

Publications per year

2017–2026

310

Variants

Fda

Parents

Publications

859

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

Functional Data Analysis

J. S. Marron, J. O. Ramsey, Bernard W. Silverman · Journal of the American Statistical Association · 1998 · 1.4K citations

, , +15

A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume

Randy L. Buckner, Denise Head, Jamie Parker et al. · NeuroImage · 2004 · 1.3K citations

, , +14

PlasmoDB: a functional genomic database for malaria parasites

Cristina Aurrecoechea, John Brestelli, Brian P. Brunk et al. · Nucleic Acids Research · 2008 · 1.3K citations · Full text

, , +17

Functional Data Analysis, 2nd Edn

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

, , +9

1–5 of 859

Authors

2.3K

  1. HM
    Hans‐Georg Müller

    University of California, Davis, United States

    25 publications · 3.8K citations

    21

    h-index

  2. PV
    Philippe Vieu

    Université Toulouse III - Paul Sabatier, France

    19 publications · 1.3K citations

    16

    h-index

  3. JO
    J. O. Ramsay

    McGill University, Canada

    16 publications · 3.6K citations

    15

    h-index

  4. PH
    Peter Hall

    The University of Melbourne, Australia

    12 publications · 1.3K citations

    12

    h-index

  5. LH
    Lajos Horváth

    University of Utah, United States

    10 publications · 527 citations

    10

    h-index

1–5 of 2.3K

Institutions

995

  1. University of California, Davis

    Davis, United States

    29 h-index

    67 publications

    8K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    23 h-index

    54 publications

    4.4K citations

  3. McGill University

    Montreal, Canada

    20 h-index

    40 publications

    4.4K citations

  4. Politecnico di Milano

    Milan, Italy

    18 h-index

    51 publications

    2.8K citations

  5. Université Toulouse III - Paul Sabatier

    Toulouse, France

    16 h-index

    28 publications

    2K citations

  6. The University of Melbourne

    Melbourne, Australia

    15 h-index

    27 publications

    1.4K citations

  7. Pennsylvania State University

    State College, United States

    15 h-index

    39 publications

    1.2K citations

  8. Universidad Carlos III de Madrid

    Madrid, Spain

    14 h-index

    30 publications

    3.3K citations

1–8 of 995

Venues

  1. 25

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 31 publications · 3.2K citations

    24

    h-index

  3. 21

    h-index

  4. Biometrics

    21 publications · 1.3K citations

    19

    h-index

  5. Journal of Multivariate Analysis

    29 publications · 1.1K citations

    19

    h-index

1–5