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Research Collection Lee Kong Chian School Of Business

2009

Learning

Portfolio and Security Analysis

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Forecast Accuracy Uncertainty And Momentum, Bing Han, Dong Hong, Mitchell Craig Warachka Jun 2009

Forecast Accuracy Uncertainty And Momentum, Bing Han, Dong Hong, Mitchell Craig Warachka

Research Collection Lee Kong Chian School Of Business

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 …