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題名 A Genetic Programming Approach to Model International Short-Term Capital Flow
作者 陳樹衡
Chen,Shu-Heng;Yu,Tina ;Kuo,Tzu-Wen
日期 2004
上傳時間 24-Nov-2010 22:06:53 (UTC+8)
摘要 We model international short-term capital flow by identifying technical trading rules in short-term capital markets using Genetic Programming (GP). The simulation results suggest that the international short-term markets was quite efficient during the period of 1997–2002, with most GP generated trading strategies recommending buy-and-hold on one or two assets. The out-of-sample performance of GP trading strategies varies from year to year. However, many of the strategies are able to forecast Taiwan stock market down time and avoid making futile investment. Investigation of Automatically Defined Functions shows that they do not give advantages or disadvantages to the GP results.
關聯 Advances in Econometrics,17,45-70
資料類型 article
dc.creator (作者) 陳樹衡zh_TW
dc.creator (作者) Chen,Shu-Heng;Yu,Tina ;Kuo,Tzu-Wen-
dc.date (日期) 2004-
dc.date.accessioned 24-Nov-2010 22:06:53 (UTC+8)-
dc.date.available 24-Nov-2010 22:06:53 (UTC+8)-
dc.date.issued (上傳時間) 24-Nov-2010 22:06:53 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/48590-
dc.description.abstract (摘要) We model international short-term capital flow by identifying technical trading rules in short-term capital markets using Genetic Programming (GP). The simulation results suggest that the international short-term markets was quite efficient during the period of 1997–2002, with most GP generated trading strategies recommending buy-and-hold on one or two assets. The out-of-sample performance of GP trading strategies varies from year to year. However, many of the strategies are able to forecast Taiwan stock market down time and avoid making futile investment. Investigation of Automatically Defined Functions shows that they do not give advantages or disadvantages to the GP results.-
dc.language zh_TWen
dc.language.iso en_US-
dc.relation (關聯) Advances in Econometrics,17,45-70en
dc.title (題名) A Genetic Programming Approach to Model International Short-Term Capital Flowen
dc.type (資料類型) articleen