Concepedia

Dynamic Functional Regression

Dynamic Functional Regression is a functional regression framework that models the relationship between time-dependent functional responses and predictors by incorporating temporal dynamics through lagged effects and functional coefficients, distinguishing it from static functional regression models by explicitly accounting for the evolution of functional relationships over time.

12

Publications

470

Citations

42

Authors

27

Institutions

Publications per year

2017–2026

5

Parents

Publications

12

Suppressive effect of green tea catechins on morphologic and functional regression of the brain in aged mice with accelerated senescence (SAMP10)

Keiko Unno, Fumiyo Takabayashi, Takahiro Kishido et al. · Experimental Gerontology · 2004 · 113 citations

, , +16

Correcting for Blood Arrival Time in Global Mean Regression Enhances Functional Connectivity Analysis of Resting State fMRI-BOLD Signals

Sinem Burcu Erdoğan, Yunjie Tong, Lia M. Hocke et al. · Frontiers in Human Neuroscience · 2016 · 104 citations · Full text

, , +16

Streamflow forecasting using functional regression

Pierre Masselot, Sophie Dabo‐Niang, Fateh Chebana et al. · Journal of Hydrology · 2016 · 45 citations · Full text

, , +12

Hyperactivity of fibroblasts and functional regression of endothelial cells contribute to microvessel occlusion in hypertrophic scarring

Xiqiao Wang, Yingkai Liu, Shuliang Lu · Microvascular Research · 2008 · 41 citations

, , +16

Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning

Chen Zhang, Hao Yan, Seungho Lee et al. · Technometrics · 2020 · 30 citations

, , +14

1–5 of 12

Authors

42

  1. MM
    Micol Marchetti-Bowick

    Carnegie Mellon University, United States

    1 publications · 21 citations

    1

    h-index

  2. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    1 publications · 21 citations

    1

    h-index

  3. YR
    Yogesh Rathi

    Harvard University, United States

    1 publications · 14 citations

    1

    h-index

  4. JD
    Jon D. Hennebold

    Oregon National Primate Research Center, United States

    1 publications · 27 citations

    1

    h-index

  5. MR
    Matthew Reimherr

    Pennsylvania State University, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 42

Institutions

27

  1. Harvard University

    Cambridge, United States

    2 h-index

    6 publications

    444 citations

  2. North Carolina State University

    Raleigh, United States

    2 h-index

    4 publications

    68 citations

  3. Pennsylvania State University

    State College, United States

    1 h-index

    1 publications

    22 citations

  4. Oregon National Primate Research Center

    Beaverton, United States

    1 h-index

    3 publications

    81 citations

  5. Brigham and Women's Hospital

    Boston, United States

    1 h-index

    2 publications

    28 citations

  6. University of Calgary

    Calgary, Canada

    1 h-index

    1 publications

    104 citations

  7. Ruijin Hospital

    Shanghai, China

    1 h-index

    4 publications

    164 citations

  8. University of Arizona

    Tucson, United States

    1 h-index

    1 publications

    21 citations

1–8 of 27

Venues

  1. Technometrics

    2 publications · 43 citations

    2

    h-index

  2. Bioinformatics

    1 publications · 21 citations

    1

    h-index

  3. Journal of Hydrology

    1 publications · 45 citations

    1

    h-index

  4. 1

    h-index

  5. Microvascular Research

    MVR · 1 publications · 41 citations

    1

    h-index

1–5