This commit is contained in:
jack
2025-12-25 16:55:39 +08:00
parent 3c98065653
commit 11e585b71b
7 changed files with 647 additions and 878 deletions
+120 -13
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@@ -1,18 +1,125 @@
任务指令
【策略类型】量化因子开发
【现有方案】
递延收入
假设
递延收入较高的公司在未来确认收入时,往往会给市场带来超预期表现。
实施方案
fnd6_drc字段代表递延收入。为提高数据字段覆盖度,需使用时序回填算子。将递延收入除以总资产以消除企业规模影响。
【策略类型】优化因子
multiply(ts_rank(divide(ts_backfill(fnd6_drc, 252), assets), 126), subtract(group_rank(divide(ts_backfill(fnd6_drc, 252), assets), sector), 0.5))
【当前情况】
需优化的alpha
ts_backfill(fnd6_drc, 252)/assets
【优化方向】
实施优化建议
建议采用横截面算子代替原始比率值来确定股票权重。可运用分组算子对同类股票进行横向比较。
{
"id": "88qMa31V",
"type": "REGULAR",
"author": "YC93384",
"settings": {
"instrumentType": "EQUITY",
"region": "USA",
"universe": "TOP3000",
"delay": 1,
"decay": 0,
"neutralization": "INDUSTRY",
"truncation": 0.08,
"pasteurization": "ON",
"unitHandling": "VERIFY",
"nanHandling": "OFF",
"maxTrade": "OFF",
"language": "FASTEXPR",
"visualization": false,
"startDate": "2018-01-20",
"endDate": "2023-01-20"
},
"regular": {
"code": "multiply(ts_rank(divide(ts_backfill(fnd6_drc, 252), assets), 126), subtract(group_rank(divide(ts_backfill(fnd6_drc, 252), assets), sector), 0.5))",
"description": null,
"operatorCount": 8
},
"dateCreated": "2025-12-25T03:16:45-05:00",
"dateSubmitted": null,
"dateModified": "2025-12-25T03:16:45-05:00",
"name": null,
"favorite": false,
"hidden": false,
"color": null,
"category": null,
"tags": [],
"classifications": [
{
"id": "DATA_USAGE:SINGLE_DATA_SET",
"name": "Single Data Set Alpha"
}
],
"grade": "INFERIOR",
"stage": "IS",
"status": "UNSUBMITTED",
"is": {
"pnl": 2429129,
"bookSize": 20000000,
"longCount": 966,
"shortCount": 1435,
"turnover": 0.028,
"returns": 0.0491,
"drawdown": 0.0485,
"margin": 0.003504,
"sharpe": 1.36,
"fitness": 0.85,
"startDate": "2018-01-20",
"checks": [
{
"name": "LOW_SHARPE",
"result": "PASS",
"limit": 1.25,
"value": 1.36
},
{
"name": "LOW_FITNESS",
"result": "FAIL",
"limit": 1.0,
"value": 0.85
},
{
"name": "LOW_TURNOVER",
"result": "PASS",
"limit": 0.01,
"value": 0.028
},
{
"name": "HIGH_TURNOVER",
"result": "PASS",
"limit": 0.7,
"value": 0.028
},
{
"name": "CONCENTRATED_WEIGHT",
"result": "PASS"
},
{
"name": "LOW_SUB_UNIVERSE_SHARPE",
"result": "PASS",
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{
"name": "SELF_CORRELATION",
"result": "PENDING"
},
{
"name": "MATCHES_COMPETITION",
"result": "PASS",
"competitions": [
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}
]
},
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"competitions": null,
"themes": null,
"pyramids": null,
"pyramidThemes": null,
"team": null
}
*=========================================================================================*