01 / ROLE BOUNDARY & RESEARCH PATH
ETF is useful here because it solves a portfolio problem, not because it promises the highest standalone return.
ETF 在这里有价值,是因为它解决组合问题,而不是因为它承诺最高单体收益。
ETF is an accessible market: product data is public, execution is simple, and monthly rebalancing is realistic for personal capital. That accessibility is useful, but it also means the obvious alpha layer is crowded. A broad ETF rotation system cannot be assumed to beat every simple buy-and-hold benchmark just because it is quantitative.
ETF 市场足够容易接近:产品数据公开,交易执行简单,月频调仓也符合个人资金的维护能力。这个优势很重要,但也说明显而易见的 alpha 层不会轻松。一个宽基 ETF 轮动系统,不能因为“量化”两个字就默认优于简单买入持有。
The more realistic role is portfolio stabilization. Convertible bonds carry the main return engine, but they still face equity beta, credit-event pressure and deep drawdown windows. ETF can use a different asset structure — A-share beta, overseas equity, Treasury and Gold — to reduce simultaneous exposure and improve the combined capital path.
更现实的角色是组合稳定器。可转债承担主要收益来源,但仍然面对权益 beta、信用事件压力和较深回撤窗口。ETF 可以用另一套资产结构:A 股宽基、海外权益、国债和黄金,去降低同步暴露,改善组合资金曲线。
The first research question was deliberately modest: can a low-frequency ETF module reach a reasonable stabilizer profile, and can it improve a convertible-bond portfolio after costs, common-window comparison and cross-border premium checks?
最初的问题刻意保持克制:一个低频 ETF 模块能否达到稳定器应有的风险收益特征?在交易成本、共同窗口比较和跨境 ETF 折溢价过滤之后,它能否改善可转债组合?
| Research gate | English | 中文说明 |
|---|---|---|
| Baseline first | Compare against static equity, bond, Gold and balanced ETF portfolios before promoting rotation. | 先和静态权益、债券、黄金、多资产配置比较,再判断轮动是否值得晋级。 |
| Failure line | If MDD exceeds 20% or Calmar does not improve on baseline, do not keep adding filters. | 如果最大回撤超过 20%,或 Calmar 不能优于基准,不继续堆条件救曲线。 |
| Execution realism | Use close-price execution, 30bps cost, and a 5% premium filter for cross-border ETF exposure. | 使用 close 执行口径、30bps 成本,并对跨境 ETF 加 5% 折溢价过滤。 |
| Portfolio fit | Judge the final module by CB + ETF risk efficiency, not by standalone ETF rank. | 最终按可转债 + ETF 的组合风险效率判断,而不是按 ETF 单体排名判断。 |

The work moved from broad rotation intuition toward a simpler stabilizer design. The important discipline was not to make ETF look exciting, but to stop when a more aggressive idea did not serve the stabilizer role.
这条研究线从“ETF 轮动可能有用”的直觉,逐步收敛到更简单的稳定器设计。关键纪律不是让 ETF 看起来刺激,而是在更进攻的想法不适合稳定器角色时,及时降级或归档。
| Stage | What changed | 中文说明 |
|---|---|---|
| Pre-hypothesis | Defined targets and failure gates before running variants. | 先定义目标和失败线,再跑变体。 |
| Candidate pool | Restricted the first line to broad equity, overseas equity, Treasury and Gold. | 第一阶段限制在宽基权益、海外权益、国债和黄金。 |
| Rotation tests | Top3 momentum and more offensive rules were not promoted as the main line. | Top3 动量和更进攻的规则没有晋级为主线。 |
| Stabilizer design | Shifted to a semi-static 20/20/40/20 allocation with equity risk switches. | 转向 20/20/40/20 半静态配置,并只对权益仓位加风险开关。 |
| Portfolio validation | Used the sealed convertible-bond strategy to test whether ETF improves the full capital curve. | 用封板后的可转债策略检验 ETF 是否改善完整资金曲线。 |