Forecast accuracy uncertainty and momentum

Forecast accuracy uncertainty and momentum

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Article ID: iaor200968853
Country: United States
Volume: 55
Issue: 6
Start Page Number: 1035
End Page Number: 1046
Publication Date: Jun 2009
Journal: Management Science
Authors: , ,
Keywords: stock prices
Abstract:

We demonstrate that stock price momentum and earnings momentum can result from uncertainty surrounding the accuracy of cash flow forecasts. Our model has multiple information sources issuing cash flow forecasts for a stock. The investor combines these forecasts into an aggregate cash flow estimate that has minimal mean-squared forecast error. This aggregate estimate weights each cash flow forecast by the estimated accuracy of its issuer, which is obtained from their past forecast errors. Momentum arises from the investor gradually learning about the relative accuracy of the information sources and updating their weights. Empirical tests validate the model's prediction of stronger momentum in stocks with large information weight fluctuations and high forecast dispersion. We also identify return predictability attributable to changes in the information weights.

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