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Event Study of Saic Stock Price

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Newcastle University Business School

MA International Financial Analysis 2010/11

NBS8002
Techniques For Data Analysis -------------------------------------------------
SAIC Stock Prices and Its Participation in GM’s IPO (Keywords: Event Study, Daily Stock Return, the OLS Market Model, SAIC, IPO)

Tutors Name: A.D Miller Student Name: Chen Kai (Jimmy) Student Number: b109000774 Date of submission: 10th /May/2011 Words Count: 5000
Table of Contents * Introduction * Overview of Market Efficiency and Event studies 1. Market Efficiency …show more content…

The five events are correlated and occurring over approximate five months from 18th August 2010 to 13th December 2010.
Choice and Collection of Data
In order to study how stock prices react to these events, approximate three years of continuous daily stock price are chose, beginning at 17th March 2008 and ending more than three months after the final event at 22nd April 2011. In addition, SHANGHAI Stock Exchange Index (SSE) is adopted as a proxy of the market portfolio.
The three-year SAIC stock price data and its corresponding SSE index are obtained from finance.yahoo.com, as it provides dividend-adjusted closing prices. The two data are ordered in time in Excel (Sort Ascending). It is found that 46 SAIC daily stock prices are missing due to suspension of trading, therefore; 46 corresponding SSE daily index are removed in order to match up dates on the two data series.
Estimation Period and Test Period
Given the event date and stock price data, the EP and TP can be constructed in order to estimate the normal returns and abnormal returns respectively.
The model parameters are estimated from the EP and therefore the AR can be calculated within the TP (Strong, 1992). Explicitly, the AR which

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