Concepedia

Optimal Bandwidth Choice

Optimal Bandwidth Choice is a methodological procedure in regression discontinuity designs that determines the most appropriate window around the cutoff point for which local linear regression estimates achieve an optimal balance between bias and variance.

258

Publications

17.9K

Citations

459

Authors

292

Institutions

Publications per year

2017–2026

39

Parents

Publications

258

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Guido W. Imbens, Kaushik Kalyanaraman · The Review of Economic Studies · 2011 · 2.2K citations · Full text

, , +14

Multiscale Geographically Weighted Regression (MGWR)

A. Stewart Fotheringham, Wenbai Yang, Wei Kang · Annals of the American Association of Geographers · 2017 · 1.3K citations

, , +16

Rdrobust: Software for Regression-discontinuity Designs

Sebastián Calónico, Matias D. Cattaneo, Max H. Farrell et al. · The Stata Journal Promoting communications on statistics and Stata · 2017 · 883 citations · Full text

, , +14

Bandwidth Choice for Nonparametric Regression

John Rice · The Annals of Statistics · 1984 · 695 citations · Full text

, , +16

Variable Bandwidth and Local Linear Regression Smoothers

Jianqing Fan, Irène Gijbels · The Annals of Statistics · 1992 · 638 citations · Full text

, , +16

1–5 of 258

Authors

459

  1. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    9 publications · 1.3K citations

    9

    h-index

  2. TG
    Théo Gasser

    University of Zurich, Switzerland

    5 publications · 648 citations

    5

    h-index

  3. PH
    Peter Hall

    Australian National University, Australia

    5 publications · 534 citations

    5

    h-index

  4. MD
    Matias D. Cattaneo

    University of Michigan, United States

    4 publications · 1K citations

    4

    h-index

  5. BU
    Byeong U. Park

    Seoul National University, South Korea

    4 publications · 722 citations

    4

    h-index

1–5 of 459

Institutions

292

  1. Australian National University

    Canberra, Australia

    11 h-index

    19 publications

    899 citations

  2. Heidelberg University

    Heidelberg, Germany

    7 h-index

    7 publications

    676 citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    8 publications

    1.1K citations

  4. University of Chicago

    Chicago, United States

    6 h-index

    6 publications

    1.1K citations

  5. Universidade da Coruña

    A Coruña, Spain

    5 h-index

    8 publications

    172 citations

  6. Princeton University

    Princeton, United States

    5 h-index

    5 publications

    301 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    10 publications

    260 citations

  8. Cornell University

    Ithaca, United States

    5 h-index

    6 publications

    164 citations

1–8 of 292

Venues

  1. The Annals of Statistics

    26 publications · 3.7K citations

    21

    h-index

  2. Journal of the American Statistical Association

    12 publications · 1.3K citations

    12

    h-index

  3. Journal of nonparametric statistics

    13 publications · 398 citations

    11

    h-index

  4. 7

    h-index

  5. Biometrika

    6 publications · 631 citations

    6

    h-index

1–5