基金代码 基金全名 基金简称 基金类型
515590 前海开源中证500等权重交易型开放式指数证券投资基金 前海开源中证500等权ETF 场内基金
009726 招商中证500等权重指数增强型证券投资基金 招商中证500等权重指数增强A 场外基金
009727 招商中证500等权重指数增强型证券投资基金 招商中证500等权重指数增强C 场外基金
023444 前海开源中证500等权重交易型开放式指数证券投资基金联接基金 前海开源中证500等权ETF联接A 场外基金
023445 前海开源中证500等权重交易型开放式指数证券投资基金联接基金 前海开源中证500等权ETF联接C 场外基金

策略参数

参数编号
b691283d61849711a6ebcc562c06a86e
PE权重
0.34
PB权重
0.33
DRY权重
0.33
BB周期
20
BB标准差
3.0
回测天数
2919
持仓天数
1537
持仓率
52.66 %
年化收益率(不含分红)
9.34 %
夏普比率
0.41
最大回撤
26.87 %
卡玛比率
0.58
索提诺比率
0.39
波动率
15.74 %

策略说明

当前策略在500等权指数上表现出色,年化收益率高达9.34%,为所有策略中最高,同时夏普比率达到41.30%,显著优于其他策略,表明其在风险调整后收益方面的优越性。尽管最大回撤为26.87%相对较高,但Calmar比率为57.75%仍属可接受范围,且持仓占比52.66%意味着操作频率较低,符合中长线投资偏好。该指数代表中型股票,行业分散,布林线策略能够有效捕捉市场波动,当前策略通过20天布林线和适中参数设置,平衡了收益与风险。相比之下,其他策略如低回撤选项虽能控制下行风险,但持仓占比普遍较低(如29%至33%),可能导致频繁操作,不适合长期持有;而高持仓策略如编号6在收益和夏普比率上稍逊。因此,综合考虑指数特性、风险调整收益和操作风格,当前策略在提供高回报的同时保持较低交易频率,是最适合该基金的量化选择。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2016-05-09 6945.9207 buy 14.396939487086284 100000.0
2016-06-08 6961.1617 sell 14.396939487086284 100219.42375472268
2016-08-01 7498.0761 buy 13.366018485024803 100219.42375472268
2016-08-18 7905.9398 sell 13.366018485024803 105670.9375082933
2016-09-12 7707.698 buy 13.709792146538861 105670.9375082933
2016-10-19 7951.2304 sell 13.709792146538861 109009.71609324105
2016-12-12 7704.8005 buy 14.148285357062917 109009.71609324105
2017-01-10 7790.7273 sell 14.148285357062917 110225.43297946031
2017-01-13 7397.4307 buy 14.90050227566989 110225.43297946031
2017-02-15 7825.3979 sell 14.90050227566989 116602.35921697237
2017-03-30 7839.01 buy 14.874628201389253 116602.35921697237
2017-04-12 8114.3675 sell 14.874628201389253 120698.19965193642
2017-04-19 7760.6459 buy 15.552597194511401 120698.19965193642
2017-06-21 7289.2258 sell 15.552597194511401 113366.39272724012
2017-07-17 7194.6709 buy 15.756994906777475 113366.39272724012
2017-08-01 7556.5475 sell 15.756994906777475 119068.48047032206
2017-11-03 7796.0888 buy 15.272848158210056 119068.48047032206
2018-01-10 7644.8023 sell 15.272848158210056 116757.904727435
2018-01-31 7105.3989 buy 16.43228006909436 116757.904727435
2018-03-13 7329.3683 sell 16.43228006909436 120438.23263514202
2018-03-23 6979.7433 buy 17.255395715647882 120438.23263514202
2018-05-23 7085.909 sell 17.255395715647882 122270.16380007076
2018-05-30 6816.9965 buy 17.936075484279733 122270.16380007075
2018-07-27 6136.8895 sell 17.936075484279733 110071.71331068371
2018-08-03 5721.895 buy 19.236933447867134 110071.71331068373
2018-11-20 5468.69 sell 19.236933447867134 105200.82557701651
2019-01-31 5107.44 buy 20.597564646283953 105200.8255770165
2019-03-08 6580.56 sell 20.597564646283953 135543.51000875034
2019-04-26 6342.61 buy 21.370304970469626 135543.51000875034
2019-06-25 5958.15 sell 21.370304970469626 127327.4825598036
2019-08-05 5516.54 buy 23.081040391224136 127327.4825598036
2019-09-16 6093.88 sell 23.081040391224136 140653.09041927295
2019-11-11 5774.71 buy 24.356736601365775 140653.09041927295
2019-12-12 5985.75 sell 24.356736601365775 145793.3361116252
2020-02-03 5782.44 buy 25.213116973392754 145793.3361116252
2020-02-25 6585.81 sell 25.213116973392754 166048.79789453975
2020-03-16 6053.65 buy 27.429533900132938 166048.79789453975
2020-04-21 6236.39 sell 27.429533900132938 171061.27091945006
2020-09-09 7255.93 buy 23.575375026971052 171061.27091945006
2020-10-14 7484.9 sell 23.575375026971052 176459.3245393756
2020-12-11 7290.77 buy 24.20311222811522 176459.3245393756
2021-01-06 7384.03 sell 24.20311222811522 178716.50678576963
2021-01-28 7124.69 buy 25.084109875063987 178716.50678576963
2021-04-09 7284.68 sell 25.084109875063987 182729.71352468114
2021-07-28 7647.52 buy 23.89398308532454 182729.71352468114
2021-08-13 8013.21 sell 23.89398308532454 191467.50419915345
2022-01-21 8225.91 buy 23.27614868131957 191467.50419915345
2022-06-09 7418.94 sell 23.27614868131957 172684.35049778898
2022-08-02 7242.03 buy 23.84474387675679 172684.35049778898
2022-08-12 7602.5 sell 23.84474387675679 181279.6653230435
2022-09-16 7022.28 buy 25.81492981240331 181279.6653230435
2022-11-09 7281.89 sell 25.81492981240331 187981.47925164155
2022-12-19 7123.87 buy 26.387550481920858 187981.47925164155
2023-02-03 7620.62 sell 26.387550481920858 201089.49495353573
2023-03-10 7609.05 buy 26.427674276491246 201089.49495353573
2023-04-10 7864.39 sell 26.427674276491246 207837.537303295
2023-04-25 7542.15 buy 27.556802410890132 207837.537303295
2023-06-19 7496.87 sell 27.556802410890132 206589.7652901299
2023-06-26 7340.11 buy 28.145322793545315 206589.7652901299
2023-08-07 7536.22 sell 28.145322793545315 212109.34454317208
2023-08-21 7151.53 buy 29.659295918939314 212109.34454317208
2024-03-19 6806.47 sell 29.659295918939314 201875.10789338287
2024-03-27 6479.76 buy 31.154719911444694 201875.10789338287