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Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis


  • Wang, Shanshan
  • Jank, Wolfgang
  • Shmueli, Galit


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  • Wang, Shanshan & Jank, Wolfgang & Shmueli, Galit, 2008. "Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 144-160, April.
  • Handle: RePEc:bes:jnlbes:v:26:y:2008:p:144-160

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    Cited by:

    1. Ernan Haruvy & Peter Popkowski Leszczyc & Octavian Carare & James Cox & Eric Greenleaf & Wolfgang Jank & Sandy Jap & Young-Hoon Park & Michael Rothkopf, 2008. "Competition between auctions," Marketing Letters, Springer, vol. 19(3), pages 431-448, December.
    2. Zhang, Shu & Jank, Wolfgang & Shmueli, Galit, 2010. "Real-time forecasting of online auctions via functional K-nearest neighbors," International Journal of Forecasting, Elsevier, vol. 26(4), pages 666-683, October.
    3. Yu Zhang & Jingping Gu & Qi Li, 2011. "Nonparametric panel estimation of online auction price processes," Empirical Economics, Springer, vol. 40(1), pages 51-68, February.
    4. Dass, Mayukh & Jank, Wolfgang & Shmueli, Galit, 2011. "Maximizing bidder surplus in simultaneous online art auctions via dynamic forecasting," International Journal of Forecasting, Elsevier, vol. 27(4), pages 1259-1270, October.
    5. Wolfgang Jank & Galit Shmueli & Shu Zhang, 2010. "A flexible model for estimating price dynamics in on-line auctions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 59(5), pages 781-804.
    6. Natasha Zhang Foutz & Wolfgang Jank, 2010. "Research Note—Prerelease Demand Forecasting for Motion Pictures Using Functional Shape Analysis of Virtual Stock Markets," Marketing Science, INFORMS, vol. 29(3), pages 568-579, 05-06.
    7. Berrendero, J.R. & Justel, A. & Svarc, M., 2011. "Principal components for multivariate functional data," Computational Statistics & Data Analysis, Elsevier, vol. 55(9), pages 2619-2634, September.
    8. Simon Stevenson & James Young, 2015. "The Role of Undisclosed Reserves in English Open Outcry Auctions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(2), pages 375-402, June.
    9. repec:eee:csdana:v:56:y:2012:i:12:p:4000-4010 is not listed on IDEAS
    10. Wenchuan Liu & Yu Zhang & Qi Li, 2015. "A semiparametric varying coefficient model of monotone auction bidding processes," Empirical Economics, Springer, vol. 48(1), pages 313-335, February.
    11. Ketter, W. & Collins, J. & Gini, M. & Gupta, A. & Schrater, P., 2011. "Real-time Tactical and Strategic Sales Management for Intelligent Agents Guided By Economic Regimes," ERIM Report Series Research in Management ERS-2011-012-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.

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