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Non-parametric Estimation of Econometric Functionals

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  • Aman Ullah

Abstract

In this paper, the author reviews and explores the nonparametric density estimation approach for analyzing various econometric func tionals. The applications of density estimation are emphasized in the specification, estimation, and testing problems arising in econometr ics. Some limitations of the nonparametric approach are examined, and potential future areas of applied and theoretical research are indic ated.

Suggested Citation

  • Aman Ullah, 1988. "Non-parametric Estimation of Econometric Functionals," Canadian Journal of Economics, Canadian Economics Association, vol. 21(3), pages 625-658, August.
    • Handle: RePEc:cje:issued:v:21:y:1988:i:3:p:625-58
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    Cited by:

    1. Deb, Kaveri & Sengupta, Bodhisattva, 2016. "On Empirical Distribution of RCA Indices," MPRA Paper 74087, University Library of Munich, Germany.
    2. Holt, Matthew T. & Moschini, GianCarlo, 1992. "Alternative Measures Of Risk In Commodity Supply Models: An Analysis Of Sow Farrowing Decisions In The United States," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 17(1), pages 1-12, July.
    3. Jacob Boudoukh & Matthew Richardson & Robert F. Whitelaw, 1997. "Nonlinearities in the Relation Between the Equity Risk Premium and the Term Structure," Management Science, INFORMS, vol. 43(3), pages 371-385, March.
    4. Godbout, Lise & Storer, Paul & Zimmermann, Christian, 2002. "The Canadian treasury bill auction and the term structure of interest rates," Journal of Banking & Finance, Elsevier, vol. 26(6), pages 1165-1179, June.
    5. McMillan, David G., 2001. "Nonlinear predictability of stock market returns: Evidence from nonparametric and threshold models," International Review of Economics & Finance, Elsevier, vol. 10(4), pages 353-368, December.
    6. Daniel J. Henderson, 2009. "A Non‐parametric Examination of Capital–Skill Complementarity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(4), pages 519-538, August.
    7. Huang, Bai & Lee, Tae-Hwy & Ullah, Aman, 2020. "Combined estimation of semiparametric panel data models," Econometrics and Statistics, Elsevier, vol. 15(C), pages 30-45.
    8. Elie Appelbaum & Parantap Basu, 2010. "A new methodology for studying the equity premium," Annals of Operations Research, Springer, vol. 176(1), pages 109-126, April.
    9. Smith, J. Barry & Stelcner, Morton, 1990. "Modeling economic behavior in Peru's informal urban retail sector," Policy Research Working Paper Series 469, The World Bank.
    10. Moschini, Giancarlo, 1991. "Testing for Preference Change in Consumer Demand: An Indirectly Separable, Semiparametric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(1), pages 111-117, January.
    11. Livio Di Matteo, 2016. "Wealth Distribution and the Canadian Middle Class: Historical Evidence and Policy Implications," Canadian Public Policy, University of Toronto Press, vol. 42(2), pages 132-151, June.
    12. Aman Ullah & Huansha Wang, 2013. "Parametric and Nonparametric Frequentist Model Selection and Model Averaging," Econometrics, MDPI, vol. 1(2), pages 1-23, September.
    13. Elvira Silva & Spiro Stefanou, 2003. "Nonparametric Dynamic Production Analysis and the Theory of Cost," Journal of Productivity Analysis, Springer, vol. 19(1), pages 5-32, January.
    14. Di Matteo, Livio, 1998. "Wealth Accumulation and the Life-Cycle in Economic History: Implications of Alternative Approaches to Data," Explorations in Economic History, Elsevier, vol. 35(3), pages 296-324, July.
    15. Huang, Roger D. & Lin, Charles S. Y., 1996. "An analysis of nonlinearities in term premiums and forward rates," Journal of Empirical Finance, Elsevier, vol. 3(4), pages 347-368, December.
    16. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    17. Elie Appelbaum, 2000. "Estimating the firm's demand and supply functions under uncertainty without expected utility," Working Papers 2000_5, York University, Department of Economics.

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