XPOYdgFeYXjfn/63DvL3EQ==;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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