基金代码 基金全名 基金简称 基金类型
501058 汇添富中证新能源汽车产业指数型发起式证券投资基金(LOF) 汇添富中证新能源汽车产业指数(LOF)C 场内基金
501057 汇添富中证新能源汽车产业指数型发起式证券投资基金(LOF) 汇添富中证新能源汽车产业指数(LOF)A 场内基金
515700 平安中证新能源汽车产业交易型开放式指数证券投资基金 平安中证新能源汽车产业ETF 场内基金
012698 平安中证新能源汽车产业交易型开放式指数证券投资基金发起式联接基金 平安中证新能源汽车ETF发起联接A 场外基金
516390 汇添富中证新能源汽车产业交易型开放式指数证券投资基金 汇添富中证新能源汽车产业ETF 场内基金
012699 平安中证新能源汽车产业交易型开放式指数证券投资基金发起式联接基金 平安中证新能源汽车ETF发起联接C 场外基金
024504 平安中证新能源汽车产业交易型开放式指数证券投资基金发起式联接基金 平安中证新能源汽车ETF发起联接E 场外基金

策略参数

参数编号
e8bd6c1f3b2746964a15453389a4747d
PE权重
0.2
PB权重
0.3
DRY权重
0.5
BB周期
20
BB标准差
2
回测天数
1722
持仓天数
917
持仓率
53.25 %
年化收益率(不含分红)
18.45 %
夏普比率
0.58
最大回撤
62.60 %
卡玛比率
0.47
索提诺比率
0.90
波动率
33.06 %

策略说明

基于对新能源车指数(930997)的量化策略分析,当前策略采用长线估值模型,专注于2年内的估值指标,符合中长线操作偏好,适合该成长性行业的投资特点。回测数据显示,当前策略在年化收益率(18.45%)、夏普比率(57.57%)、Sortino比率(89.71%)和Calmar比率(46.93%)等关键指标上表现最优,表明其具有最高的风险调整后收益。尽管最大回撤(62.60%)与其他策略相同,但当前策略的波动率(33.06%)控制良好,与其他策略相近,确保了稳定的投资表现。比较其他策略,如高股息、均衡型和成长型估值策略,当前策略在收益和风险指标上全面领先,尤其在高股息权重配置下可能提供额外防御性,适合应对市场波动。综合考虑指数行业特性、策略类型和回测指标,当前策略在长期投资中平衡了收益与风险,是最适合操作的选择。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2019-08-06 1039.4537 buy 96.20438120524271 100000.0
2022-02-08 3405.7274 sell 96.20438120524271 327645.8970707402
2022-04-20 2686.8804 buy 121.94286618441974 327645.8970707402

策略参数

参数编号
60be94dc92853ae739303374696cb05e
PE权重
0.34
PB权重
0.33
DRY权重
0.33
BB周期
10
BB标准差
2.5
回测天数
1684
持仓天数
878
持仓率
52.14 %
年化收益率(不含分红)
16.48 %
夏普比率
0.59
最大回撤
42.74 %
卡玛比率
0.66
索提诺比率
0.71
波动率
26.04 %

策略说明

当前策略在新能源车指数(930997)的回测中表现出色,综合考虑了行业特性和个人操作偏好后,被认为是最佳选择。新能源车行业具有高增长和高波动性,需要策略既能捕捉收益又能管理风险。当前策略的年化收益率达到16.48%,在所有策略中最高,同时夏普比率为58.51%和Calmar比率为66.16%,表明其风险调整后收益优异。最大回撤为42.74%,在可接受范围内,相较于其他策略如最大回撤超过50%的选项,风险控制更为稳健。持仓占比为52.14%,意味着超过一半的时间处于持仓状态,这支持中长线操作风格,减少了频繁交易的需求,符合较少操作频率的偏好。波动率为26.04%处于中等水平,但结合高夏普比率,显示策略有效平衡了收益与波动。其他策略中,有的虽然持仓占比更高或最大回撤更低,但收益率显著偏低,无法满足增长性要求;有的收益率相近但风险指标较差。因此,当前策略在收益、风险和操作频率上取得了最佳平衡,适应新能源车指数的动态市场环境,提供了可靠的量化解决方案。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2019-09-26 1084.8273 buy 92.18057104573235 100000.0
2019-10-29 1045.6032 sell 92.18057104573235 96384.30006324509
2020-02-03 1383.2926 buy 69.67744934314337 96384.30006324507
2020-02-07 1504.7986 sell 69.67744934314337 104850.52822313306
2020-02-28 1474.9566 buy 71.08719553045361 104850.52822313305
2020-04-03 1256.0645 sell 71.08719553045361 89290.10271036145
2020-05-22 1283.0392 buy 69.59265368537567 89290.10271036145
2020-06-15 1458.8376 sell 69.59265368537567 101524.37988000459
2020-07-24 1634.7088 buy 62.10548317841354 101524.37988000459
2020-08-07 1754.2164 sell 62.10548317841354 108946.45712149717
2020-08-20 1709.7882 buy 63.71927068013288 108946.45712149717
2020-09-03 1737.4041 sell 63.71927068013288 110706.12212867265
2020-09-09 1610.9265 buy 68.72201936505027 110706.12212867266
2020-09-22 1760.447 sell 68.72201936505027 120981.47282514465
2020-11-18 2134.9349 buy 56.667523129227334 120981.47282514465
2020-11-25 2199.0708 sell 56.667523129227334 124615.89542180845
2021-02-23 2634.9424 buy 47.293593750591455 124615.89542180844
2021-03-19 2414.0915 sell 47.293593750591455 114171.06267775595
2021-03-23 2244.0902 buy 50.87632514849712 114171.06267775594
2021-04-08 2383.5717 sell 50.87632514849712 121267.36882395604
2021-04-12 2315.9065 buy 52.362808612504885 121267.36882395604
2021-04-26 2530.9431 sell 52.362808612504885 132527.28915443982
2021-05-13 2555.2176 buy 51.8653633077824 132527.28915443982
2021-05-27 2939.5398 sell 51.8653633077824 152460.29968468603
2021-06-16 3023.7679 buy 50.42063568592221 152460.29968468603
2021-07-14 3949.1446 sell 50.42063568592221 199118.381147627
2021-07-27 3704.6175 buy 53.7487017614172 199118.381147627
2021-08-03 4188.0757 sell 53.7487017614172 225103.6317535386
2021-08-16 3798.4829 buy 59.26145718690443 225103.6317535386
2021-08-26 4113.388 sell 59.26145718690443 243765.36685512643
2021-09-03 3959.6049 buy 61.56305313571221 243765.36685512643
2021-09-16 4034.3607 sell 61.56305313571221 248367.56214272912
2021-09-27 3813.7572 buy 65.1241149129077 248367.56214272912
2021-11-01 4274.954 sell 65.1241149129077 278402.5955433944
2021-11-16 4163.427 buy 66.86861461565061 278402.5955433944
2021-11-24 4280.5979 sell 66.86861461565061 286237.6512996633
2021-12-06 4150.6306 buy 68.96244905525037 286237.6512996633
2022-01-19 3573.8167 sell 68.96244905525037 246459.152106553
2022-01-27 3464.4617 buy 71.13923415766236 246459.152106553
2022-02-22 3615.4581 sell 71.13923415766236 257200.92036311704
2022-03-04 3226.4768 buy 79.71571974827684 257200.92036311707
2022-03-23 3310.9381 sell 79.71571974827684 263933.8136834922
2022-04-11 2937.2313 buy 89.85802843769648 263933.8136834922
2022-05-24 3028.7668 sell 89.85802843769648 272159.0132455509
2022-07-11 3709.9825 buy 73.35857062548163 272159.0132455509
2022-08-02 3611.4191 sell 73.35857062548163 264928.5431055633
2022-08-19 3745.7144 buy 70.72844184424828 264928.5431055633
2022-08-24 3526.3925 sell 70.72844184424828 249416.2468562433
2022-08-31 3276.8912 buy 76.11367959248793 249416.24685624326
2022-10-20 2976.6159 sell 76.11367959248793 226561.18888250506
2022-10-28 2830.4923 buy 80.04303310858859 226561.18888250506
2022-11-10 3105.1478 sell 80.04303310858859 248545.44816246102
2022-11-17 2927.9379 buy 84.88754087388979 248545.44816246102
2022-12-12 2928.6934 sell 84.88754087388979 248609.58069959126
2022-12-20 2846.76 buy 87.33071305610281 248609.58069959126
2023-02-03 3055.77 sell 87.33071305610281 266862.5730354473
2023-02-16 2905.82 buy 91.83726901027843 266862.5730354473
2023-03-28 2681.49 sell 91.83726901027843 246260.7184783715
2023-04-04 2643.47 buy 93.1581287014309 246260.7184783715
2023-04-12 2638.04 sell 93.1581287014309 245754.86983952275
2023-04-20 2590.64 buy 94.86260917747073 245754.86983952275
2023-05-12 2646.68 sell 94.86260917747073 251070.97045782823
2023-05-26 2474.43 buy 101.4661843163186 251070.97045782823
2023-06-21 2491.94 sell 101.4661843163186 252847.64334520698
2023-07-19 2478.93 buy 101.99870240192624 252847.643345207
2023-08-08 2516.99 sell 101.99870240192624 256729.71395862428
2023-08-11 2420.75 buy 106.05379075023207 256729.71395862428
2023-09-06 2238.94 sell 106.05379075023207 237448.0742623246
2023-09-08 2229.73 buy 106.49185070045459 237448.0742623246
2023-10-13 2085.81 sell 106.49185070045459 222121.76710951517
2023-10-19 2059.4 buy 107.85751534889539 222121.76710951517
2023-11-01 2043.3 sell 107.85751534889539 220385.26111239794
2023-11-22 2060.09 buy 106.9784626459999 220385.26111239794
2024-01-02 1918.22 sell 106.9784626459999 205208.22661680993
2024-01-17 1844.27 buy 111.26799580148781 205208.22661680993
2024-02-28 1808.77 sell 111.26799580148781 201258.2127658571
2024-03-22 1814.56 buy 110.91295562883406 201258.2127658571