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題名 Predicting Future Earnings Change Using Numerical and Textual Information in Financial Reports
作者 陳彩稚
日期 2009-04
上傳時間 6-Oct-2010 10:40:33 (UTC+8)
摘要 The main propose of this study is to build a more powerful earning prediction model by incorporating risk information disclosed in the textual portion of financial reports. We adopt the single-index model developed by Weiss, Naik and Tsai as a foundation. However, other than the traditionally used numeric financial information, our model adds textual information about risk sentiment contained in financial reports. We believe such a model can reduce specification errors resulting from pre-assuming linear relationship, thus can predict future earnings more accurately. The empirical results show that the modified model does significantly improve the accuracy of earning prediction.
關聯 Intelligence and Security Informatics, Springer-Verlag, pp.54-63
資料類型 conference
DOI http://dx.doi.org/10.1007/978-3-642-01393-5_7
dc.creator (作者) 陳彩稚zh_TW
dc.date (日期) 2009-04en_US
dc.date.accessioned 6-Oct-2010 10:40:33 (UTC+8)-
dc.date.available 6-Oct-2010 10:40:33 (UTC+8)-
dc.date.issued (上傳時間) 6-Oct-2010 10:40:33 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/45769-
dc.description.abstract (摘要) The main propose of this study is to build a more powerful earning prediction model by incorporating risk information disclosed in the textual portion of financial reports. We adopt the single-index model developed by Weiss, Naik and Tsai as a foundation. However, other than the traditionally used numeric financial information, our model adds textual information about risk sentiment contained in financial reports. We believe such a model can reduce specification errors resulting from pre-assuming linear relationship, thus can predict future earnings more accurately. The empirical results show that the modified model does significantly improve the accuracy of earning prediction.-
dc.language.iso en_US-
dc.relation (關聯) Intelligence and Security Informatics, Springer-Verlag, pp.54-63en_US
dc.title (題名) Predicting Future Earnings Change Using Numerical and Textual Information in Financial Reportsen_US
dc.type (資料類型) conferenceen
dc.identifier.doi (DOI) 10.1007/978-3-642-01393-5_7-
dc.doi.uri (DOI) http://dx.doi.org/10.1007/978-3-642-01393-5_7-