Modeling Financial Time Series with Soft Information

碩士 === 國立高雄大學 === 統計學研究所 === 106 === A hysteretic autoregressive model with GARCH effects and soft information, denoted by SHAR-GARCH, is proposed to model financial time series. The soft information contained in daily news is extracted by the techniques of support vector machine and principal compo...

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Bibliographic Details
Main Authors: HUANG, HUI-CHAIO, 黃惠巧
Other Authors: HUANG, SHIH-FENG
Format: Others
Language:en_US
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/45p455