The profitability of Ichimoku Kinkohyo based trading rules in stock markets andFXmarkets

被引：18

作者：

Deng, Shangkun ^{[1
]}

Yu, Haoran ^{[1
]}

Wei, Chenyang ^{[2
]}

Yang, Tianxiang ^{[3
]}

Tatsuro, Shimada ^{[4
]}

机构：

[1] China Three Gorges Univ, Coll Econ & Management, Yichang 443002, Peoples R China

[2] East China Univ Sci & Technol, Sch Law, Shanghai, Peoples R China

[3] Waseda Univ, Sch Creat Sci & Engn, Tokyo, Japan

[4] Keio Univ, Grad Sch Sci & Technol, Yokohama, Kanagawa, Japan

来源：

INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS | 2021年 / 26卷 / 04期

关键词：

FX market; Ichimoku Kinkohyo; out-of-sample test; parameter sweep; stock market; trading rule;

D O I：

10.1002/ijfe.2067

中图分类号：

F8 [财政、金融];

学科分类号：

0202 ;

摘要：

This paper examines the profitability of trading rules based on a Japanese technical analysis method called Ichimoku Kinkohyo. First, the trading strategies based on several entry and exit strategies of Ichimoku Kinkohyo charting were designed. Then, we investigated their profitability on four stock indices of the world's famous stock exchanges over 1995 to 2018, and on four important currency pairs over 2003 to 2018. By using the default parameter setting (9, 26, 52) of Ichimoku Kinkohyo, we found that although several profitable trading strategies were obtained for stock index trading and currency trading during the Subperiod 1, experimental results in the Subperiod 2 revealed that they failed to create values consistently. Finally, evidence from parameter sweep showed that several Ichimoku trading strategies may well prove to be profitable on stock index trading, but none was found for currency trading.

引用

页码：5321 / 5336

页数：16

共 21 条

[1] A hybrid evolutionary dynamic neural network for stock market trend analysis and prediction using unscented Kalman filter [J].

Bisoi, Ranjeeta ;

Dash, P. K. .

APPLIED SOFT COMPUTING, 2014, 19 :41-56

[2] The predictive power of Japanese candlestick charting in Chinese stock market [J].

Chen, Shi ;

Bao, Si ;

Zhou, Yu .

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 457 :148-165

[3] EFFICIENT CAPITAL MARKETS - REVIEW OF THEORY AND EMPIRICAL WORK [J].

FAMA, EF .

JOURNAL OF FINANCE, 1970, 25 (02) :383-423

[4]

Goo Y J., 2007, Investment Management and Financial Innovations, P49

[5] Technical trading: Is it still beating the foreign exchange market? [J].

Hsu, Po-Hsuan ;

Taylor, Mark P. ;

Wang, Zigan .

JOURNAL OF INTERNATIONAL ECONOMICS, 2016, 102 :188-208

[6] MODIFIED T TESTS AND CONFIDENCE-INTERVALS FOR ASYMMETRICAL POPULATIONS [J].

JOHNSON, NJ .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1978, 73 (363) :536-544

[7] Hybrid approach to the Japanese candlestick method for financial forecasting [J].

Kamo, Takenori ;

Dagli, Cihan .

EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) :5023-5030

[8] Can 1-day candlestick patterns be profitable on the 30 component stocks of the DJIA? [J].

Lu, Tsung-Hsun ;

Shiu, Yung-Ming .

APPLIED ECONOMICS, 2016, 48 (35) :3345-3354

[9] The profitability of candlestick charting in the Taiwan stock market [J].

Lu, Tsung-Hsun .

PACIFIC-BASIN FINANCE JOURNAL, 2014, 26 :65-78

[10] Further Mining the Predictability of Moving Averages: Evidence from the US Stock Market [J].

Ma, Chaoqun ;

Wen, Danyan ;

Wang, Gang-Jin ;

Jiang, Yong .

INTERNATIONAL REVIEW OF FINANCE, 2019, 19 (02) :413-433

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