Concepedia

Nonparametric Dependence Models

Nonparametric Dependence Models is a statistical framework that characterizes the stochastic relationship between random variables without assuming a predefined parametric form for their joint or marginal distributions.

61

Publications

4K

Citations

112

Authors

73

Institutions

Publications per year

2017–2026

11

Variants

Non-parametric Dependence Models

Parents

Publications

61

On Nonparametric Measures of Dependence for Random Variables

B. Schweizer, Edward F. Wolff · The Annals of Statistics · 1981 · 604 citations · Full text

, , +16

An ANOVA Model for Dependent Random Measures

Maria De Iorio, Peter Müller, Gary L. Rosner et al. · Journal of the American Statistical Association · 2004 · 352 citations

, , +16

Nonparametric regression estimation for dependent functional data: asymptotic normality

Elias Masry · Stochastic Processes and their Applications · 2004 · 226 citations

, , +6

Beyond Linearity by Default: Generalized Additive Models

Nathaniel Beck, Simon Jackman · American Journal of Political Science · 1998 · 216 citations

, , +15

Duration dependence and nonparametric heterogeneity: A Monte Carlo study

Michael Baker, Angelo Melino · Journal of Econometrics · 2000 · 199 citations

, , +11

1–5 of 61

Authors

112

  1. AQ
    Alejandro Quintela-del-Rı́o

    Universidade da Coruña, Spain

    4 publications · 50 citations

    4

    h-index

  2. JM
    Jan Mielniczuk

    Polish Academy of Sciences, Poland

    3 publications · 179 citations

    3

    h-index

  3. XW
    Xueqin Wang

    Sun Yat-sen University, China

    2 publications · 217 citations

    2

    h-index

  4. PW
    Peter W. Gieser

    University of Florida, United States

    2 publications · 77 citations

    2

    h-index

  5. RH
    Ronald H. Randles

    University of Florida, United States

    2 publications · 77 citations

    2

    h-index

1–5 of 112

Institutions

73

  1. Universidade da Coruña

    A Coruña, Spain

    4 h-index

    4 publications

    50 citations

  2. Université Toulouse III - Paul Sabatier

    Toulouse, France

    2 h-index

    2 publications

    64 citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    3 publications

    416 citations

  4. TU Dortmund University

    Dortmund, Germany

    2 h-index

    4 publications

    151 citations

  5. Australian National University

    Canberra, Australia

    2 h-index

    2 publications

    173 citations

  6. Texas A&M University

    College Station, United States

    2 h-index

    2 publications

    275 citations

  7. The University of Texas MD Anderson Cancer Center

    Houston, United States

    2 h-index

    5 publications

    1.5K citations

  8. University of Florida

    Gainesville, United States

    2 h-index

    2 publications

    77 citations

1–8 of 73

Venues

  1. 7

    h-index

  2. Journal of Multivariate Analysis

    4 publications · 173 citations

    4

    h-index

  3. Journal of Econometrics

    4 publications · 305 citations

    4

    h-index

  4. The Annals of Statistics

    3 publications · 854 citations

    3

    h-index

  5. Statistics & Probability Letters

    3 publications · 42 citations

    3

    h-index

1–5