长期预测:一个警示故事

Long-Horizon Predictability: A Cautionary Tale

Financial Analysts Journal · 2019
被引 27
ABS 3

中文导读

指出长期收益率回归有效样本量小,重叠观测调整高估了t统计量,多期回归证据常被误读,因此长期可预测性的统计证据远少于研究暗示,质疑基于估值和因子择时的预测。

Abstract

Long-horizon return regressions effectively have small sample sizes. Using overlapping long-horizon returns provides only marginal benefit. Adjustments for overlapping observations have greatly overstated t-statistics. The evidence from regressions at multiple horizons is often misinterpreted. As a result, much less statistical evidence of long-horizon return predictability exists than is implied by research, which casts doubt on claims about forecasts based on stock market valuations and factor timing.

金融经济学资产定价时间序列分析计量经济学