Concepedia

Optimal Bandwidth Selection

Optimal Bandwidth Selection is a methodological procedure in spatial statistics that determines the most appropriate scale of analysis for kernel density estimation by balancing spatial resolution and statistical reliability to accurately identify significant hot spots.

293

Publications

21.7K

Citations

548

Authors

324

Institutions

Publications per year

2017–2026

55

Parents

Publications

293

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

Variable Kernel Density Estimation

George R. Terrell, David W. Scott · The Annals of Statistics · 1992 · 913 citations · Full text

, , +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

1–5 of 293

Authors

548

  1. JS
    J. S. Marron

    University of North Carolina at Chapel Hill, United States

    11 publications · 1.6K citations

    11

    h-index

  2. TG
    Théo Gasser

    University of Zurich, Switzerland

    5 publications · 648 citations

    5

    h-index

  3. RJ
    Rob J. Hyndman

    Monash University, Australia

    5 publications · 522 citations

    5

    h-index

  4. MD
    Matias D. Cattaneo

    University of Michigan, United States

    5 publications · 1.3K citations

    5

    h-index

  5. SC
    Sebastián Calónico

    Columbia University, United States

    5 publications · 1.5K citations

    5

    h-index

1–5 of 548

Institutions

324

  1. Australian National University

    Canberra, Australia

    10 h-index

    16 publications

    902 citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    9 h-index

    11 publications

    1.4K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    15 publications

    219 citations

  4. Heidelberg University

    Heidelberg, Germany

    7 h-index

    7 publications

    676 citations

  5. University of Chicago

    Chicago, United States

    6 h-index

    6 publications

    1.4K citations

  6. UCLouvain

    Louvain-la-Neuve, Belgium

    6 h-index

    9 publications

    765 citations

  7. UNSW Sydney

    Sydney, Australia

    6 h-index

    9 publications

    526 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    5 h-index

    14 publications

    414 citations

1–8 of 324

Venues

  1. The Annals of Statistics

    30 publications · 4.8K citations

    27

    h-index

  2. Journal of the American Statistical Association

    13 publications · 1.7K citations

    13

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 12 publications · 944 citations

    11

    h-index

  4. Journal of nonparametric statistics

    14 publications · 390 citations

    11

    h-index

  5. Statistics & Probability Letters

    9 publications · 233 citations

    9

    h-index

1–5