基金代码 基金全名 基金简称 基金类型
161726 招商国证生物医药指数证券投资基金 招商国证生物医药指数A 场内基金
159839 汇添富国证生物医药交易型开放式指数证券投资基金 汇添富国证生物医药ETF 场内基金
011040 天弘国证生物医药交易型开放式指数证券投资基金发起式联接基金 天弘国证生物医药ETF发起式联接A 场外基金
011041 天弘国证生物医药交易型开放式指数证券投资基金发起式联接基金 天弘国证生物医药ETF发起式联接C 场外基金
012417 招商国证生物医药指数证券投资基金 招商国证生物医药指数C 场外基金
159859 天弘国证生物医药交易型开放式指数证券投资基金 天弘国证生物医药ETF 场内基金
159508 华安国证生物医药交易型开放式指数证券投资基金 华安国证生物医药ETF 场内基金

策略参数

参数编号
0def56dffc7418e620c97fe5360a80c7
PE权重
0.34
PB权重
0.33
DRY权重
0.33
BB周期
30
BB标准差
2.5
回测天数
2563
持仓天数
1512
持仓率
58.99 %
年化收益率(不含分红)
16.42 %
夏普比率
0.65
最大回撤
43.02 %
卡玛比率
0.52
索提诺比率
0.84
波动率
21.75 %

策略说明

在当前生物医药指数(399441)的量化策略选择中,我重点考虑了指数本身的数据表现和个人操作风格偏好。生物医药行业通常具有高增长潜力但伴随较高波动性,因此策略需要平衡收益与风险。当前策略在多个关键指标上表现突出:年化收益率高达16.42%,夏普比率为64.92%,表明风险调整后回报优秀;持仓占比为58.99%,持仓天数1512天,反映出较少的交易频率和长期持有特点,这高度符合中长线操作偏好,避免了频繁调整带来的成本和不确定性。尽管最大回撤为43.02%相对较高,但考虑到行业特性和高Sortino比率(84.19%),该策略在管理下行风险方面仍有优势。其他策略如部分低波动选项虽最大回撤较低,但年化收益率和夏普比率明显不足,且持仓占比较低可能导致操作频繁,不符合中长线风格。综合来看,当前策略在收益、风险调整和操作频率上达到了最佳平衡,尤其适合在生物医药这类波动性行业中实施稳健的中长期投资。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2017-03-30 2488.15 buy 40.19050298414484 100000.0
2017-06-12 2435.66 sell 40.19050298414484 97890.40049836221
2017-07-17 2303.16 buy 42.50264875143812 97890.40049836221
2017-08-24 2391.53 sell 42.50264875143812 101646.35956852682
2018-01-31 2451.44 buy 41.46393938604527 101646.35956852681
2018-03-23 2606.77 sell 41.46393938604527 108086.95327336123
2018-06-15 2691.1 buy 40.1645993360935 108086.95327336121
2018-07-18 2790.66 sell 40.1645993360935 112085.74078326269
2018-08-06 2451.84 buy 45.71494909262541 112085.74078326269
2018-10-08 2453.04 sell 45.71494909262541 112140.59872217383
2018-10-11 2297.84 buy 48.80261407329223 112140.59872217383
2018-11-26 2392.38 sell 48.80261407329223 116754.39785666288
2018-12-14 2121.88 buy 55.02403427934797 116754.39785666288
2019-04-11 2677.12 sell 55.02403427934797 147305.94264992804
2019-05-06 2478.08 buy 59.44357835498775 147305.94264992804
2019-07-11 2666.35 sell 59.44357835498775 158497.3851468216
2019-08-06 2591.65 buy 61.156940615755055 158497.3851468216
2019-09-17 2980.43 sell 61.156940615755055 182273.98051941482
2019-12-02 2970.93 buy 61.3524992239517 182273.98051941482
2020-02-28 3660.68 sell 61.3524992239517 224591.8668591355
2020-03-16 3410.58 buy 65.85151700271963 224591.8668591355
2020-05-28 4463.02 sell 65.85151700271963 293896.6374134778
2020-09-09 5316.93 buy 55.27562661413218 293896.6374134778
2020-10-19 5784.55 sell 55.27562661413218 319744.62593077833
2020-11-11 5247.95 buy 60.92752902195683 319744.62593077833
2021-01-14 5470.47 sell 60.92752902195683 333302.21968874417
2021-03-08 4804.24 buy 69.37667970141878 333302.21968874417
2021-04-12 5426.37 sell 69.37667970141878 376463.5334313878
2021-07-06 6096.69 buy 61.7488396870085 376463.5334313878
2021-07-16 6458.13 sell 61.7488396870085 398782.0340478602
2021-07-26 5685.76 buy 70.13697976134416 398782.0340478602
2021-08-06 6088.8 sell 70.13697976134416 427050.04237087234
2021-08-17 5540.62 buy 77.07621933481674 427050.04237087234
2021-12-01 5120.28 sell 77.07621933481674 394651.82433567545
2021-12-23 4816.88 buy 81.93100603205299 394651.8243356754
2022-03-28 4279.68 sell 81.93100603205299 350638.48789525655
2022-04-22 3524.62 buy 99.48263582889973 350638.48789525655
2022-06-13 3685.64 sell 99.48263582889973 366657.181916426
2022-07-29 3696.19 buy 99.19868348662433 366657.181916426
2022-10-19 3350.94 sell 99.19868348662433 332408.8364426689
2022-12-20 3240.86 buy 102.56809502498378 332408.8364426689
2023-01-31 3692.8 sell 102.56809502498378 378763.4613082601
2023-03-17 3198.95 buy 118.40243245698123 378763.4613082601
2023-04-18 3275.21 sell 118.40243245698123 387792.8308074295
2023-04-25 3061.58 buy 126.66428145187436 387792.8308074295
2023-08-07 2729.62 sell 126.66428145187436 345745.35593666526
2023-08-23 2638.12 buy 131.05747878666068 345745.35593666526
2023-10-19 2686.24 sell 131.05747878666068 352051.84181587934
2023-12-07 2755.64 buy 127.75683391730391 352051.84181587934
2024-03-06 2275.9 sell 127.75683391730391 290761.77831239195
2024-03-27 2219.97 buy 130.97554395437416 290761.77831239195