预测准确度不确定性与动量效应

Forecast Accuracy Uncertainty and Momentum

Management Science · 2009
被引 13
人大 A+FT50UTD24ABS 4*

中文导读

提出股票价格动量和盈余动量源于现金流预测准确度的不确定性,投资者通过学习信息源的相对准确度并调整权重,导致动量产生。实证验证了信息权重波动大、预测分歧高的股票动量更强。

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.

现金流预测准确性信息权重动量效应预测分歧