基金代码 基金全名 基金简称 基金类型
004409 招商深证电子信息传媒产业(TMT)50交易型开放式指数证券投资基金联接基金 招商深证TMT50ETF联接C 场外基金
159909 深证电子信息传媒产业(TMT)50交易型开放式指数证券投资基金 深证TMT50ETF 场内基金
217019 招商深证电子信息传媒产业(TMT)50交易型开放式指数证券投资基金联接基金 招商深证TMT50ETF联接A 场外基金

策略参数

参数编号
f86c3a19a554f820f9a1d9dd8944b6b8
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
2919
持仓天数
2271
持仓率
77.80 %
年化收益率(不含分红)
6.73 %
夏普比率
0.24
最大回撤
42.52 %
卡玛比率
0.32
索提诺比率
0.31
波动率
25.18 %

策略说明

当前策略在TMT50指数上的表现突出,该指数代表科技、媒体和电信行业,具有高成长性和估值波动性,适合长线估值模型来捕捉低位买入和高位卖出的机会。回测结果显示,当前策略的年化收益率达到6.73%,为所有策略中最高,同时最大回撤控制在42.52%,风险较低,夏普比率为23.54%,Calmar比率为32.10%,均显著优于其他策略,表明在风险调整后收益方面表现卓越。持仓占比77.80%和策略持续天数较长,反映出中长线操作风格,减少了频繁交易带来的成本和不确定性。其他策略虽然也基于估值指标,但在年化收益率、最大回撤和风险调整指标上均不及当前策略,例如一些策略的收益率低于6%且夏普比率较低,难以平衡收益与风险。综合考虑指数行业的成长特性、策略的稳定性和长期持有需求,当前策略提供了最佳的风险收益平衡,适合追求稳健增长的量化投资。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2016-12-05 5076.82 buy 19.697369613261845 100000.0
2017-11-27 5849.65 sell 19.697369613261845 115222.71815821715
2018-02-06 5048.43 buy 22.823475448449745 115222.71815821715
2018-03-14 5843.94 sell 22.823475448449745 133379.0211122134
2018-03-23 5493.54 buy 24.279248191915123 133379.0211122134
2021-03-09 7016.67 sell 24.279248191915123 170359.4724107651
2021-05-07 6899.36 buy 24.692068889109294 170359.4724107651
2023-07-12 6210.78 sell 24.692068889109294 153357.00761510222
2024-01-17 4626.69 buy 33.14616013069867 153357.0076151022

策略参数

参数编号
6a5b1d94a666e62a213bc6c47f4ada7b
PE权重
0.34
PB权重
0.33
DRY权重
0.33
BB周期
15
BB标准差
2.5
回测天数
2919
持仓天数
1957
持仓率
67.04 %
年化收益率(不含分红)
7.83 %
夏普比率
0.28
最大回撤
39.98 %
卡玛比率
0.36
索提诺比率
0.36
波动率
23.27 %

策略说明

当前策略在TMT50指数上展现出优秀的量化表现,特别适合中长线操作。该指数属于科技、媒体和电信行业,通常具有高增长潜力但伴随一定波动性。当前策略的年化收益率达到7.83%,在所有选项中最高,夏普比率为28.05%,同样领先,表明在风险调整后的回报方面表现卓越。尽管最大回撤为39.98%略高,但考虑到科技行业的特性,这在合理范围内。持仓占比为67.04%,意味着持仓时间较长,交易频率较低,这符合中长线投资风格,减少了频繁操作带来的成本和不确定性。其他策略虽然在回撤控制或波动率上可能略有优势,但年化收益率普遍较低,且部分策略持仓占比偏低,暗示更高的交易频率,不适合稳定持有。当前策略在收益与风险之间取得了良好平衡,同时兼顾了行业特性和操作偏好,因此是最佳选择。


回测结果

起始日期:2016-04-01
结束日期:2024-04-01

date price type amount value
2016-04-20 4898.24 buy 20.415496178219115 100000.0
2016-06-06 5195.28 sell 20.415496178219115 106064.2189847782
2016-06-13 4864.73 buy 21.80269387710689 106064.21898477818
2016-07-14 5306.14 sell 21.80269387710689 115688.14608907196
2016-07-27 5129.42 buy 22.553845481374495 115688.14608907196
2016-08-18 5315.78 sell 22.553845481374495 119891.2807329809
2016-09-02 5193.87 buy 23.083227099057332 119891.2807329809
2016-11-17 5152.52 sell 23.083227099057332 118936.7892924349
2016-12-02 5110.87 buy 23.271339183433525 118936.7892924349
2017-01-05 4757.68 sell 23.271339183433525 110717.58500623802
2017-01-13 4490.41 buy 24.656453421010113 110717.58500623802
2017-02-23 4834.56 sell 24.656453421010113 119203.10345107866
2017-03-30 4844.8 buy 24.604339384717356 119203.10345107866
2017-06-12 4964.94 sell 24.604339384717356 122159.06878475858
2017-07-14 4887.84 buy 24.992444266743302 122159.06878475858
2017-08-18 5401.9 sell 24.992444266743302 135006.68468452065
2017-09-21 5518.68 buy 24.46358271987516 135006.68468452065
2017-10-11 5721.69 sell 24.46358271987516 139973.03661248248
2017-11-23 5891.91 buy 23.756818521070837 139973.03661248248
2018-02-28 5737.61 sell 23.756818521070837 136307.35951468124
2018-03-22 5370.23 buy 25.382033826238587 136307.35951468124
2018-07-16 4695.33 sell 25.382033826238587 119177.02488535282
2018-08-01 4368.43 buy 27.281431746726582 119177.02488535282
2018-11-05 3636.24 sell 27.281431746726582 99201.83337471705
2018-11-23 3530.71 buy 28.09685116441652 99201.83337471705
2019-02-15 4145.01 sell 28.09685116441652 116461.72904501813
2019-03-26 4668.19 buy 24.947941074595967 116461.72904501813
2019-06-24 4220.07 sell 24.947941074595967 105282.05769067019
2019-07-11 4238.3 buy 24.840633671677367 105282.05769067019
2019-07-29 4489.22 sell 24.840633671677367 111515.06949156747
2019-08-06 4170.62 buy 26.738247428815733 111515.06949156747
2019-08-21 4640.92 sell 26.738247428815733 124090.06725733951
2019-09-26 4979.89 buy 24.918234590992874 124090.06725733951
2019-10-29 5002.99 sell 24.918234590992874 124665.67847639143
2019-11-22 4908.21 buy 25.399418214866813 124665.67847639145
2019-12-09 5248.7 sell 25.399418214866813 133313.92638437144
2020-02-03 5690.04 buy 23.42934784015076 133313.92638437144
2020-02-26 6804.19 sell 23.42934784015076 159417.7342804754
2020-03-09 6518.43 buy 24.456461798389395 159417.7342804754
2020-05-11 6062.19 sell 24.456461798389395 148259.7181495782
2020-05-22 5589.12 buy 26.526486844007323 148259.7181495782
2020-06-29 6851.02 sell 26.526486844007323 181733.49189803106
2020-07-24 7054.58 buy 25.761064712290604 181733.49189803106
2020-10-14 7245.43 sell 25.761064712290604 186649.9910983717
2020-10-30 7089.14 buy 26.329003390872757 186649.9910983717
2020-11-10 7269.21 sell 26.329003390872757 191391.05473896617
2020-11-24 7024.06 buy 27.247924240249393 191391.05473896617
2021-01-08 7998.9 sell 27.247924240249393 217953.42120533087
2021-01-28 7755.07 buy 28.104636219315992 217953.42120533087
2021-04-06 7067.49 sell 28.104636219315992 198629.23543365358
2021-05-07 6899.36 buy 28.789516046945455 198629.23543365358
2021-05-26 7528.86 sell 28.789516046945455 216752.23578520573
2021-06-16 7424.54 buy 29.19402896141791 216752.23578520573
2021-06-29 7890.43 sell 29.19402896141791 230353.44193804072
2021-07-26 7480.28 buy 30.7947619524992 230353.44193804072
2021-11-10 7587.19 sell 30.7947619524992 233645.7099383824
2021-12-02 7597.88 buy 30.751434602597357 233645.7099383824
2021-12-10 7906.72 sell 30.751434602597357 243142.9830010486
2021-12-20 7618.71 buy 31.91393070494199 243142.9830010486
2022-06-08 5703.95 sell 31.91393070494199 182035.46504445386
2022-07-11 5712.07 buy 31.86856341824485 182035.46504445386
2022-08-10 6054.76 sell 31.86856341824485 192956.5030422522
2022-08-24 5735.93 buy 33.63996824268291 192956.5030422522
2022-11-08 5271.74 sell 33.63996824268291 177341.1661836812
2022-11-24 5210.57 buy 34.03488796497911 177341.1661836812
2023-01-31 5751.63 sell 34.03488796497911 195756.0826660128
2023-02-17 5862.72 buy 33.389976438583595 195756.08266601284
2023-03-28 6203.39 sell 33.389976438583595 207131.0459393451
2023-04-21 6077.18 buy 34.08341466590509 207131.0459393451
2023-06-06 5830.32 sell 34.08341466590509 198717.21419491974
2023-07-20 5900.59 buy 33.677516010249775 198717.21419491974
2023-10-12 5438.37 sell 33.677516010249775 183150.79274466206
2023-10-18 5187.95 buy 35.30311447578756 183150.79274466206
2023-11-08 5407.13 sell 35.30311447578756 190888.52937546518
2023-11-22 5304.55 buy 35.985810177199795 190888.52937546518