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Confidence intervals for kernel density estimation

Author

Listed:
  • Carlo V. Fiorio

    (London School of Economics and STICERD)

Abstract

This article describes asciker and bsciker, two programs that enrich the possibility for density analysis using Stata. asciker and bsciker compute asymptotic and bootstrap confidence intervals for kernel density estimation, respectively, based on the theory of kernel density confidence intervals estimation developed in Hall (1992b) and Horowitz (2001). asciker and bsciker allow several options and are compatible with Stata 7 and Stata 8, using the appropriate graphics engine under both versions. Copyright 2004 by StataCorp LP.

Suggested Citation

  • Carlo V. Fiorio, 2004. "Confidence intervals for kernel density estimation," Stata Journal, StataCorp LP, vol. 4(2), pages 168-179, June.
    • Handle: RePEc:tsj:stataj:v:4:y:2004:i:2:p:168-179
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    Cited by:

    1. Ralph W Bailey & John T Addison, 2010. "A Smoothed- Distribution Form of Nadaraya- Watson Estimation," Discussion Papers 10-30, Department of Economics, University of Birmingham.
    2. Mehtabul Azam & Nishith Prakash, 2015. "A Distributional Analysis of Public–Private Wage Differential in India," LABOUR, CEIS, vol. 29(4), pages 394-414, December.
    3. Silvia Dal Bianco, 2016. "Going clubbing in the eighties: convergence in manufacturing sectors at a glance," Empirical Economics, Springer, vol. 50(2), pages 623-659, March.
    4. Gnann, Till & Plötz, Patrick & Funke, Simon & Wietschel, Martin, 2014. "What is the market potential of electric vehicles as commercial passenger cars? A case study from Germany," Working Papers "Sustainability and Innovation" S14/2014, Fraunhofer Institute for Systems and Innovation Research (ISI).
    5. Marc Rockmore & Christopher B. Barrett & Jeannie Annan, 2016. "An Empirical Exploration of the Near-Term and Persistent Effects of Conflict on Risk Preferences," HiCN Working Papers 239, Households in Conflict Network.
    6. Carlo Andrea BOLLINO & Paolo POLINORI, 2005. "Il valore aggiunto su scala comunale: la Regione Umbria 2001-2003," Quaderni del Dipartimento di Economia, Finanza e Statistica 15/2005, Università di Perugia, Dipartimento Economia.
    7. Yosh Halberstam, 2019. "Voice at Work," Working Papers tecipa-636, University of Toronto, Department of Economics.
    8. Rockmore, Marc & Barrett, Christopher B., 2022. "The implications of aggregate measures of exposure to violence for the estimated impacts on individual risk preferences," World Development, Elsevier, vol. 157(C).
    9. Talamakrouni, Majda & Van Keilegom, Ingrid & El Ghouch, Anouar, 2016. "Parametrically guided nonparametric density and hazard estimation with censored data," Computational Statistics & Data Analysis, Elsevier, vol. 93(C), pages 308-323.

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