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Chapter I: The Classical Analysis of Time Series establishes a good starting point in the analysis, and provides a high vantage point for viewing patterns of behaviour in the prices over the entire history of CitiGroup.

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Classical Time Series Decomposition of Historical Prices of CitiGroup



While the full history analysis is of enduring interest, it may also be misleading. An issue may have the same name for 20 or more years, but it may be a very different company, and economic fundamentals have surely changed. For this reason, we want to look at patterns established in more recent times.


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C: Classical Time Series Analysis of Past 5 Year's Prices



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Understanding Price Volatility behaviour is essential to assessing the risk associated with positions across different time spans.


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