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A Factor Analytical Approach to Price Discovery

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Abstract

Existing econometric approaches for studying price discovery presume that the number of markets are small, and their properties become suspect when this restriction is not met. They also require making identifying restrictions and are in many cases not suitable for statistical inference. The current paper takes these shortcomings as a starting point to develop a factor analytical approach that makes use of the cross-sectional variation of the data, yet is very user-friendly in that it does not involve any identifying restrictions or obstacles to inference.

Suggested Citation

  • Westerlund, Joakim & Reese, Simon & Narayan, Paresh, 2014. "A Factor Analytical Approach to Price Discovery," Working Papers 2015:4, Lund University, Department of Economics.
    • Handle: RePEc:hhs:lunewp:2015_004
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    Cited by:

    1. Narayan, Paresh Kumar & Sharma, Susan Sunila & Thuraisamy, Kannan Sivananthan & Westerlund, Joakim, 2018. "Some preliminary evidence of price discovery in Islamic banks," Pacific-Basin Finance Journal, Elsevier, vol. 52(C), pages 107-122.
    2. Paresh Kumar Narayan, 2019. "Understanding Indonesia’S City-Level Consumer Price Formation: Implications For Price Stability," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(4), pages 405-422.
    3. Kshetri, Nir, 2017. "The evolution of the internet of things industry and market in China: An interplay of institutions, demands and supply," Telecommunications Policy, Elsevier, vol. 41(1), pages 49-67.
    4. Sharma, Susan Sunila & Thuraisamy, Kannan & Madyan, Muhammad & Laila, Nisful, 2019. "Evidence of price discovery on the Indonesian stock exchange," Economic Modelling, Elsevier, vol. 83(C), pages 2-7.

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    More about this item

    Keywords

    Price discovery; panel data; common factor models; cross-unit cointegration;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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