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題名 On multivariate fuzzy time series analysis and forecasting
作者 吳柏林
Wu, Berlin
Hsu, Yu-Yun
貢獻者 應數系
日期 2002
上傳時間 11-Sep-2018 18:03:57 (UTC+8)
摘要 In this paper, we propose an integrated procedure for multivariate fuzzy time series modeling and its theory structure through fuzzy relation equations in this research. Combining the data of closing price and trading volume, we apply this method to construct multivariate fuzzy time series model for Taiwan Weighted Stock Index and forecast future trend while comparing the forecasting performance by average forecasting accuracy. We strongly believe that this model will be profound of meaning in forecasting future trend of financial market.
關聯 Soft methods in probability, statistics and data analysis (Warsaw, 2002) (20020101), 363-372
Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 16)
資料類型 conference
DOI https://doi.org/10.1007/978-3-540-44465-7_9
dc.contributor 應數系
dc.creator (作者) 吳柏林zh_TW
dc.creator (作者) Wu, Berlinen_US
dc.creator (作者) Hsu, Yu-Yunen_US
dc.date (日期) 2002
dc.date.accessioned 11-Sep-2018 18:03:57 (UTC+8)-
dc.date.available 11-Sep-2018 18:03:57 (UTC+8)-
dc.date.issued (上傳時間) 11-Sep-2018 18:03:57 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/120064-
dc.description.abstract (摘要) In this paper, we propose an integrated procedure for multivariate fuzzy time series modeling and its theory structure through fuzzy relation equations in this research. Combining the data of closing price and trading volume, we apply this method to construct multivariate fuzzy time series model for Taiwan Weighted Stock Index and forecast future trend while comparing the forecasting performance by average forecasting accuracy. We strongly believe that this model will be profound of meaning in forecasting future trend of financial market.en_US
dc.format.extent 32092104 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Soft methods in probability, statistics and data analysis (Warsaw, 2002) (20020101), 363-372
dc.relation (關聯) Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 16)
dc.title (題名) On multivariate fuzzy time series analysis and forecastingen_US
dc.type (資料類型) conference
dc.identifier.doi (DOI) 10.1007/978-3-540-44465-7_9
dc.doi.uri (DOI) https://doi.org/10.1007/978-3-540-44465-7_9