Concepedia

Semiparametric Functional Modeling

Semiparametric Functional Modeling is a functional regression framework that combines parametric and nonparametric components by modeling the relationship between functional covariates and responses through a finite-dimensional parameter structure while allowing part of the model to remain unspecified and data-determined.

27

Publications

1.5K

Citations

69

Authors

46

Institutions

Publications per year

2017–2026

5

Parents

Publications

27

Properties of principal component methods for functional and longitudinal data analysis

2006 · 339 citations

, , +11

Properties of principal component methods for functional and longitudinal data analysis

The Annals of Statistics · 2006 · 332 citations · Full text

, , +11

Self-Modelling Warping Functions

Daniel Gervini, Théo Gasser · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 134 citations

, , +13

Functional Quasi-Likelihood Regression Models with Smooth Random Effects

Jeng‐Min Chiou, Hans‐Georg Müller, Jane-Ling Wang · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2003 · 89 citations · Full text

, , +16

A Bernstein-von Mises theorem for smooth functionals in semiparametric models

HAL (Le Centre pour la Communication Scientifique Directe) · 2015 · 70 citations

, , +16

1–5 of 27

Authors

69

  1. JC
    Jeng‐Min Chiou

    Institute of Statistical Science, Academia Sinica, Taiwan

    2 publications · 156 citations

    2

    h-index

  2. TZ
    Tingting Zhang

    University of Virginia, United States

    1 publications · 12 citations

    1

    h-index

  3. AY
    Adonis Yatchew

    University of Toronto, Canada

    1 publications · 35 citations

    1

    h-index

  4. JS
    Jeffrey S. Morris

    The University of Texas MD Anderson Cancer Center, United States

    1 publications · 23 citations

    1

    h-index

  5. AC
    Antonio Canale

    University of Padua, Italy

    1 publications · 15 citations

    1

    h-index

1–5 of 69

Institutions

46

  1. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    32 citations

  2. University of Leeds

    Leeds, United Kingdom

    2 h-index

    2 publications

    52 citations

  3. Duke University

    Durham, United States

    2 h-index

    2 publications

    27 citations

  4. Western Michigan University

    Kalamazoo, United States

    1 h-index

    3 publications

    36 citations

  5. St James's University Hospital

    Leeds, United Kingdom

    1 h-index

    1 publications

    41 citations

  6. University of York

    York, United Kingdom

    1 h-index

    1 publications

    11 citations

  7. Australian National University

    Canberra, Australia

    1 h-index

    2 publications

    70 citations

  8. National Health Research Institutes

    Hsinchu, Taiwan

    1 h-index

    1 publications

    89 citations

1–8 of 46

Venues

  1. 3

    h-index

  2. The Annals of Statistics

    2 publications · 391 citations

    2

    h-index

  3. 2

    h-index

  4. Journal of Multivariate Analysis

    2 publications · 40 citations

    2

    h-index

  5. Econometric Theory

    1 publications · 30 citations

    1

    h-index

1–5