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A Principal Component Approach to Measuring Investor Sentiment in Hong Kong

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  • Chong, Terence Tai-Leung
  • Cao, Bingqing
  • Wong, Wing Keung

Abstract

In light of the increasing integration between China and Hong Kong, this paper develops a new market sentiment index for the Hong Kong stock market by including the CSI 300 index of the Chinese equity market. A threshold regression model using the sentiment index as a threshold variable is estimated to capture the state of the Hong Kong stock market.

Suggested Citation

  • Chong, Terence Tai-Leung & Cao, Bingqing & Wong, Wing Keung, 2017. "A Principal Component Approach to Measuring Investor Sentiment in Hong Kong," MPRA Paper 77147, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:77147
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    References listed on IDEAS

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    Cited by:

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    3. Chia-Lin Chang & Michael McAleer & Wing-Keung Wong, 2018. "Decision Sciences, Economics, Finance, Business, Computing, And Big Data: Connections," Advances in Decision Sciences, Asia University, Taiwan, vol. 22(1), pages 36-94, December.
    4. Chang, C-L. & McAleer, M.J. & Wong, W.-K., 2018. "Decision Sciences, Economics, Finance, Business, Computing, and Big Data: Connections," Econometric Institute Research Papers 18-024/III, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    5. Baochen Yang & Yifang Liu & Yunpeng Su, 2023. "Earnings communication conferences and post‐earnings‐announcement drift: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2145-2185, June.
    6. Pan, Wei-Fong, 2018. "Evidence of Investor Sentiment Contagion across Asset Markets," MPRA Paper 88561, University Library of Munich, Germany.
    7. Chia-Lin Chang & Michael McAleer & Wing-Keung Wong, 2018. "Big Data, Computational Science, Economics, Finance, Marketing, Management, and Psychology: Connections," Journal of Risk and Financial Management, MDPI, Open Access Journal, vol. 11(1), pages 1-29, March.

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    More about this item

    Keywords

    Principal component analysis; Market sentiment; CSI 300; Threshold model;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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