Forecasting Intraday Stock Price Trends with Text Mining Techniques

In this paper, we describe NewsCATS (news categorization and trading system), a system implemented to predict stock price trends for the time immediately after the publication of press releases. NewsCATS consists mainly of three components. The first component retrieves relevant information from press releases through the application of text preprocessing techniques. The second component sorts the press releases into predefined categories. Finally, appropriate trading strategies are derived by the third component by means of the earlier categorization. The findings indicate that a categorization of press releases is able to provide additional information that can be used to forecast stock price trends, but that an adequate trading strategy is essential for the results of the categorization to be fully exploited.

Stock offerings in a different institutional setting: the Swiss case, 1973-1983

This paper analyzes the stock price effect of equity issues in Switzerland. There, insiders are not legally prevented from using their information for personal trades, and security offerings are with almost no exception rights issues. Unlike what we find for a comprehensive sample of U.S. rights issues and a sample of U.S. general cash offerings, a significant majority of firms experiences a positive monthly announcement effect. The average abnormal return itself, however, is not significant. Also, we find evidence inconsistent with infinitely price-elastic demand functions for common stock, as well as some evidence that offer prices convey new information.

Postacquisition performance of acquiring firms

We investigate whether negative postacquisition stock-price performance of acquiring firms is a genuine phenomenon or a statistical artifact. Using a comprehensive sample of domestic acquisitions in the 1966-1986 period, we show that acquiring firms underperform a control portfolio only during the three years but not five years following the acquisition. There is evidence of negative performance in the second and third postacquisition years, but that performance occurs mainly in the 1960s and 1970s, and disappears in the 1980s. Thus, especially in the later years, the postacquisition years do not provide convincing evidence of wasteful corporate acquisitions, or strong evidence that contradicts market efficiency.

Corporate dividencs and seasoned equity issues: an empirical investigation

This paper investigates whether managers rely on dividends to obtain a higher price in a stock offering and whether the stock price reaction to dividend and offering announcements justifies such a coordination. The evidence does not support either conjecture. Issuing firms are not more likely to pay or increase dividends than nonissuing forms. Moreover, there is little evidence that firms time stock offering announcements right after dividend declarations to befefit from the attendant information disclosure. The analysis of dividend and stock offering announcement effects suggests few if any benefits from linking divbidend and stock offering announcements.

Corporate acquisitions by listed firms: the experience of a comprehensive sample

The sample used includes tender offers, mergers, acquisitions of privately held corporations, and comprehensive acquisitions of other firms' assets. According to the results, the majority of bid announcements prompt significant stock price increases, especially when controlling for partial anticipation problems and relative acquisition size. Furthermore, there is little evidence that firms that engage in "bad" acquisitions are more likely to be taken over.

The price elasticity of demand for common stock

We study the price elasticity of demand for the common stock of an individual corporation. Despite the prevelance of assumptions that demand is perfectly elastic, there is little if any direct evidence in the literature to either support or reject that contention. Consistent with the notion of finite price elasticities, we find that the announcement of primary stock oferings by regulated firms depresses their stock prices and little if any evidence that this decline is the result of adverse information about future cash flows. Attempts to relate offer announcement effects directly to possible determinants of price elasticities, however, are inconclusive.