How have markets reacted when analysts initiated coverage of a stock?

This trading strategy has been excerpted from my new, Kindle eBook,The Alpha Interface: Empirical Research on the Predictability of Financial Markets. Book One: Forty Trading Strategies Based on Scientific Findings About Analysts’ Forecasts. As the title suggests, this is one of the forty strategies I present in the eBook.

The premise of the book is that the academic literature on financial markets contains much information that is useful for traders and investors. However, for the most part, the research is in inaccessible, obscure and difficult to read journals. I have attempted to present the best trading ideas from academia in a straightforward manner. Here is one of them:

Paul J. Irvine (2003), of Emory University, Atlanta, Georgia, compared stock returns surrounding a sell-side analyst’s initiation of coverage to the returns surrounding a recommendation by an analyst who already covers the stock. He drew upon data from the second and third quarters of 1995 that included a total of 2,128 analyst reports.

He found that the market responded more positively to analysts’ initiations than to other recommendations. In a company-matched sample, the incremental price impact of an initiation was 1.02% greater than the reaction to a recommendation by an analyst who already covered the stock.

Long-term abnormal returns (i.e., alpha) around analyst initiations. Reprinted from Irvine (2003) with permission from Elsevier.

Long-term abnormal returns (i.e., alpha) around analyst initiations. Reprinted from Irvine (2003) with permission from Elsevier.

As the previous figure shows, the monthly alphas were significant in month (-2) and month (-1). This result is consistent with previous research that found analyst coverage tended to increase subsequent to positive price performance. The initiation month produced a significant positive abnormal return; but, after that month, stock prices showed no consistent pattern. Prices did not mean revert. This suggested that the price impact from an initiation was a permanent, positive event.

Initiation of analyst coverage with positive recommendations showed significant positive alpha beginning in month (-2) through the initiation month. In contract, initiation of coverage accompanied by negative recommendations was associated with insignificant abnormal returns. Positive initiations has permanent, positive effects; while negative initiations had minimal overall effect. This result was consistent with the hypothesis that the initial recommendation was related to a subsequent liquidity change.

Trading strategy: When an analyst initiates coverage of a stock with a buy recommendation, buy and hold for one month. When coverage is initiated with a hold or sell recommendation, sell and maintain the short position for one or two months.

Posted in Book One: Forty Trading Strategies Based On Scientific Findings About Analysts' Forecasts Tagged with: , , , , , , , , , , , , , , , , , , , ,

Book Three: Trading With The News

Learn about a news-based trading system that yielded a back-tested, average annualized, compounded return from 2000 to 2011 of 58.6%.

“Only once you’ve done your homework will you be able to understand how the stock market works and learn to distinguish between news and noise.” Maria Bartiromo, Use The News

Book Two: Technical Analysis

Learn about the "trend recalling" algorithm that yielded researchers a simulated annual return of greater than 400% in multiple tests.

“The scientific method is the only rational way to extract useful knowledge from market data and the only rational approach for determining which technical analysis methods have predictive power.”
David Aronson, Evidence Based Technical Analysis

Book One: Analysts’ Forecasts

Learn the strategy, based on analysts' revised forecasts, that yielded researchers an average of 1.13% - 2.19% profit per trade, for trades lasting one to two days?

Learn how certain analysts' recommendations, following brokerage hosted investment conferences, yielded profits of over 3% during a two-day holding period?

Learn how researchers found an average profitability of 1.78% for two-hour trades following an earnings announcement?

"This set of tools can help both ordinary and professional investors alike to re-think and re-vitalize their stock picking, timing and methods. A young, aspiring Warren Buffet could put this book to good use."
James P. Driscoll, PhD, investor

Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments by David Aronson (software included)

Evidence-Based Technical Analysis by David Aronson

Archive of Earlier Posts