sE+rJRGbFXy5a4cK1AtCyA==;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;^
- 摘要
- 因子表达式与逻辑
- 回测参数说明
- 准备数据
- 计算 realized_skew 和 down_proportion 因子
- realized_skew 和 down_proportion 因子回测结果
- 计算非线性变换后的因子 realized_skew_abs_demean 和 down_proportion_abs_demean
- realized_skew_abs_demean 和 down_proportion_abs_demean 因子回测结果
- 因子回测结果解读
- 基于日内极端低收益率出现频率的新因子 exRtn_minFre
- exRtn_minFre 因子回测结果
- 三个因子的相关性
- 所有多空对冲组合的回测绩效指标
- 总结与讨论