Concepedia

Nonparametric Quantile Regression

Nonparametric Quantile Regression is a statistical modeling framework within nonparametric econometrics that estimates the conditional quantiles of a dependent variable as a flexible, unspecified function of covariates, without imposing parametric assumptions on the functional form or error distribution.

246

Publications

15.9K

Citations

523

Authors

369

Institutions

Publications per year

2017–2026

84

Parents

Publications

246

Local Linear Regression Smoothers and Their Minimax Efficiencies

Jianqing Fan · The Annals of Statistics · 1993 · 903 citations · Full text

, , +16

Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings

Alberto Abadie, Joshua D. Angrist, Guido W. Imbens · Econometrica · 2002 · 715 citations

, , +16

Quantile smoothing splines

Roger Koenker, Pin Ng, Stephen Portnoy · Biometrika · 1994 · 597 citations · Full text

, , +14

Does education reduce wage inequality? Quantile regression evidence from 16 countries

Pedro S. Martins, Pedro Telhado Pereira · Labour Economics · 2003 · 398 citations · Full text

, , +15

Nonparametric quantile estimation

ANU Open Research (Australian National University) · 2006 · 377 citations · Full text

, , +16

1–5 of 246

Authors

523

  1. TS
    Tomiwa Sunday Adebayo

    Cyprus International University, Cyprus

    8 publications · 328 citations

    8

    h-index

  2. AB
    Ahmed Bossman

    University of Cape Coast, Ghana

    6 publications · 439 citations

    6

    h-index

  3. MG
    Mariya Gubareva

    University of Lisbon, Portugal

    6 publications · 439 citations

    6

    h-index

  4. MB
    Mehmet Balcılar

    Eastern Mediterranean University, Cyprus

    5 publications · 500 citations

    5

    h-index

  5. RK
    Roger Koenker

    University of Illinois Urbana-Champaign, United States

    5 publications · 1.1K citations

    5

    h-index

1–5 of 523

Institutions

369

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    9 h-index

    15 publications

    2.7K citations

  2. Cyprus International University

    Nicosia, Cyprus

    8 h-index

    9 publications

    382 citations

  3. University of South Carolina

    Columbia, United States

    7 h-index

    13 publications

    590 citations

  4. University of Cape Coast

    Cape Coast, Ghana

    6 h-index

    7 publications

    494 citations

  5. University of Lisbon

    Lisbon, Portugal

    6 h-index

    6 publications

    439 citations

  6. University of Pretoria

    Pretoria, South Africa

    6 h-index

    7 publications

    550 citations

  7. University College London

    London, United Kingdom

    5 h-index

    13 publications

    576 citations

  8. Texas A&M University

    College Station, United States

    5 h-index

    5 publications

    315 citations

1–8 of 369

Venues

  1. Journal of the American Statistical Association

    14 publications · 1.5K citations

    14

    h-index

  2. SSRN Electronic Journal

    Repository · 11 publications · 459 citations

    11

    h-index

  3. Journal of Business and Economic Statistics

    JBES · 9 publications · 564 citations

    9

    h-index

  4. Journal of Econometrics

    8 publications · 483 citations

    8

    h-index

  5. Biometrika

    6 publications · 1.1K citations

    6

    h-index

1–5