Author (Year) | Research Purpose | Model | Estimation | Computer | Data | ||||
Method | Algorithm | Country | Variables | Frequency & Period | |||||
| Panel A: Studies on Index Future Trading | ||||||||
Rahman (2001) [12] | Empirical Tests | GARCH | OLS | - | USA | Stock price return | Min199704- 199706 | ||
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| Min199804- 199806 | ||
Lien et al. (2007) [13] | Empirical Analysis | BGARCH | OLS | - | Australia | Future price, spot price | D19800101- 19991231 | ||
Hwang et al. (2000) [14] | Empirical Tests | self-selection model | - | - | UK | Index return/future return/call option vol. | D19840101- 19960329 | ||
Pericl et al. (1997) [15] | Empirical Tests | EGARCH | - | - | USA | Dummy | D19530102- 19440909 | ||
Zhong et al. (2004) [16] | Empirical Tests | EGARCH | OLS, GMM | - | Mexico | Future/underlying cash price, days to maturity | D19990415- 20020724 | ||
Madarassy et al. (2003) [17] | Empirical Tests | GARCH | - | - | USA | Future return | D19820104- 20001231 | ||
Matanovic et al. (2012) [18] | Empirical Tests | GARCH | QML | - | Germany | Index return, dummy | D19700101- 20090501 | ||
Alexakis (2007) [19] | Empirical Tests | GJR-GARCH | - | - | Athens | Spot price, dummy | D19970923- 20040607 | ||
Ülkem et al. (2009) [20] | Model Comparison | ECM, COC, ARIMA, VAR | - | Eviews | Turky | Future/spot price, RF, dividend yield, days to maturity | D20050204- 20080509 | ||
Hong et al. (2014) [21] | Model Comparison | GARCH, EGARCH, IGARCH | - | - | USA | Future price | Min20080901- 20090930 | ||
| Panel B: Extensions for Fama-French 3-Factor Model | ||||||||
Carhart (1997) [22] | Model Comparison | CAPM, FF, Carhart 4-factor | OLS | - | USA | ER, RP, SMB, HML, Momentum | M196201- 199312 | ||
Gharghori et al. (2007) [23] | Default Risk | FF with Default factor | GMM | - | Australia | ER, RP, SMB, HML, DEF | M1996- 200412 | ||
He (2008) [24] | Model Comparison | FF, FF with State Switch | OLS | - | China | ER, RP, SMB, HML, State Switch | M199506- 200512 | ||
Wang (2012) [25] | Model Extension | FF with PE factor | OLS | Eviews | China | ER, RP, SMB, HML, PE Factor | M200407- 201106 | ||
Yang (2013) [11] | Model Extension | FF-EGARCH- SSAEPD | MLE | MATLAB | USA | ER, RP, SMB, HML | M1926- 2011 | ||