9NB9a9CnMU3Yy6fqK5LKSQ==;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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