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Erschienen in: Review of Quantitative Finance and Accounting 2/2019

03.09.2018 | Original Research

Price discovery and price leadership of various investor types: evidence from Taiwan futures markets

verfasst von: Wei-Kuang Chen, Ching-Ting Lin, Cheng-Yi Shiu

Erschienen in: Review of Quantitative Finance and Accounting | Ausgabe 2/2019

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Abstract

Using a unique dataset composed of comprehensive transaction data from Taiwan futures markets, we are able to unambiguously classify all investors into individuals, domestic institutions, and foreigners, and examine the price discovery and price leadership for these three groups. We find that, despite the relatively low trading volume of futures contracts by foreigners, such trades make a significant contribution to price discovery, particularly on the market index futures. Moreover, intraday analysis shows that foreigners’ correlated trades can positively predict concurrent and future price movements of futures contracts. After controlling for the momentum effect, the finding is robust that foreigners exhibit superior return predictability than domestic institutions and individuals. The empirical result indicates that foreigners have an information advantage in Taiwan futures markets. In contrast to foreigners, individuals make the least contribution to price discovery and their correlated trades negatively predict the following price movements, suggesting that individuals have an information disadvantage.

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Fußnoten
1
Detailed description of the information share will be illustrated in later sections.
 
2
According to 2016 FIA Annual Volume Survey by Futures Industry Association (FIA).
 
3
In 2008, the average daily closing price of TAIEX futures for the nearby futures contracts is 7,106, ranging from 3,903 to 9,370.
 
4
In 2008, the average daily closing price of EXF for the nearest month contract is 277, ranging from 143.8 to 353.95.
 
5
In 2008, the average daily closing price of FXF for the nearest month contract is 904, ranging from 434.8 to 1,238.4.
 
6
The TAIFEX cut its transaction tax twice in May, 2000 and January, 2006. The change in the transaction tax enhances the market quality of the TAIFEX and attracts more foreign trades. Chou and Lee (2001) indicate that trading volume on the TAIFEX increases after the transaction tax cut. The increase is significantly higher than the one of the Singapore Exchange which also provides trading on the Taiwan index futures but without a transaction tax.
 
7
For example, the last trading day of August and September TXF futures contracts in 2007 are August 15th and September 19th, respectively. Transactions on September futures contract which traded from August 14th to September 17th are included in the September TXF futures contract in the analysis.
 
8
We also use 5 or 15 specific investors as a hurdle of herding. The results are qualitatively similar, and are available upon request.
 
9
In the robustness checks, we will discuss other factors that would cause futures contracts in BHM groups outperform futures contracts in SHM groups and justify the validity of information hypothesis.
 
10
The average exchange rate of US$/NT$ over the same period is 32.82.
 
11
See Li and Yung (2004) and Chen et al. (2015) for similar tests.
 
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Metadaten
Titel
Price discovery and price leadership of various investor types: evidence from Taiwan futures markets
verfasst von
Wei-Kuang Chen
Ching-Ting Lin
Cheng-Yi Shiu
Publikationsdatum
03.09.2018
Verlag
Springer US
Erschienen in
Review of Quantitative Finance and Accounting / Ausgabe 2/2019
Print ISSN: 0924-865X
Elektronische ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-018-0760-3

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