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Financial Seminar Presentation
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Transcript of Financial Seminar Presentation
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Financial Seminar Presentation
ThePredictive Content
of Aggregate AnalystRecommendations
by Younes Elmarzouki
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Article ReferencesThe Journal of Accounting Research Vol 47 June
2009
John Howe a professor of finance from theUniversity of Missouri
Xuemin Sterling a professor of finance from theUniversity of Missouri Columbia
Emre unlu a professor of corporate finance in theUniversity of Nebraska
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Article thesis
Determining if the changes in aggregate
analyst recommendations have predictive
content for future aggregate returns and
earnings
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The study makes three contributions:
A. Present evidence that analyst
recommendations contain market and
industry information
B. The positive correlation between
aggregate earnings and returns
C. Predictive content of aggregate
managerial actions
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Data used in this research
A sample of all analystsrecommendations of US stocks in the
I/B/E/S
Period of study from 1994 to 2006A final of 355,034 recommendation
analysts sample was filtered.
Break down of the sample to firstrecommendations and revised
recommendations within 12 months
period.
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The Measure of analyst
recommendations
Measurement of recommendations was
done in each month of the study at both
industry and market level.
Plotting the data gave the researchers
the average analyst recommendations
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Predicting aggregate return
Verification of the predictive market
return and industry return
a) Using regression analyst changes in
in aggregate analysts
recommendations predict market
return
b) Future industry returns were weakly
predicted by the aggregated analyst
recommendations.
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Prediction of aggregate earning
growthObtaining data from Compustat related to the
sample period
On the market level they were modest evidencethat changes in aggregate analysts
recommendations predict future aggregate
earnings growth
On the industry level a positive significant
relation between past industry aggregated
recommendations and future aggregated earnings
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Conclusion
Aggregate analyst recommendations
were proven based on this study to be
based on market or industry level
information.
Aggregate analyst recommendations are
informative at the aggregate level , they
predict content for future market and
industry returns and earnings.