Investment strategies based on forecasts are (almost) useless

Michael Weba
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Abstract

Several studies on portfolio construction reveal that sensible strategies essentially yield the same results as their nonsensical inverted counterparts; moreover, random portfolios managed by Malkiel's dart-throwing monkey would outperform the cap-weighted benchmark index. Forecasting the future development of stock returns is an important aspect of portfolio assessment. Similar to the ostensible arbitrariness of portfolio selection methods, it is shown that there is no substantial difference between the performances of ``best'' and ``trivial'' forecasts - even under euphemistic model assumptions on the underlying price dynamics. A certain significance of a predictor is found only in the following special case: the best linear unbiased forecast is used, the planning horizon is small, and a critical relation is not satisfied.
基于预测的投资战略(几乎)毫无用处
关于投资组合构建的几项研究表明,合理的策略与无意义的倒置策略产生的结果基本相同;此外,由马尔基尔的掷镖猴子管理的随机投资组合的表现将优于市值加权基准指数。预测股票收益的未来发展是投资组合评估的一个重要方面。与投资组合选择方法的不可否认的任意性类似,研究表明 "最佳 "预测和 "微不足道 "预测的表现并无实质性差异--即使在对基本价格动态进行委婉的模型假设的情况下也是如此。只有在以下特殊情况下,预测因子才具有一定意义:使用最佳线性无偏预测,规划期限较小,且不满足临界关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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