4B1gMVQULRd5IHA+mjMl9A==;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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