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Financial Time Series [推广有奖]

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Aims:This course aims to provide a comprehensive and systematic introduction to financial time series models and their applications to modelling and prediction of financial time series data.Learning objectives:

At the end of the course students should:

  • Know the basic characteristics of financial data, understand the application of financial time series models, and gain the experience in analysing financial time series.
  • Have a reasonable ability to derive theoretical results relating to some important financial time series models.
  • Have a reasonable ability to fit time series models to financial time series data, and carry out related predictions using appropriate computer software.
  • Have a reasonable ability to use residual plots and other techniques to assess the goodness of fit of a time series model to a financial time series.
  • Have a reasonable ability to choose between alternative time series models for sets of financial time series data.
Syllabus:

Returns & their characteristics; Simple linear time series models & their applications; Univariate volatility modeling & its implications; High-frequency financial data and market micro-structure.






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关键词:Time Series financial Financia inancial nancial Series

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