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H-003: 最佳日线趋势规则(2018–2021 年选出)在样本外跑赢买入持有(现货)

偏弱  类别: 趋势 · 状态: 偏弱

趋势跟踪规则能跑赢加密货币的买入持有吗? 该想法比买入持有略好,但不足以排除运气因素。请视为未被证实。

结果

技术细节由引擎生成,以英文显示。

significant after Bonferroni (p < 0.0167) on 0/3 assets (need 2); beats buy-and-hold on 2/3

Sharpe:单位风险的收益(越高越好)。CAGR:年均增长率。最大回撤:从峰值的最大跌幅。p 值:结果来自运气的概率(越低越好)。“持有”列为同一资产、同一时间段的买入持有结果。 术语

资产区间规则(样本内选择)Sharpe持有 SharpeCAGR持有 CAGR最大回撤持有回撤持仓时间p 值跑赢持有计为成功
BTCUSDToos (2022-01-01 → 2026-10-13)SMA500.770.50+22.2%+13.1%-50.6%-66.9%52%0.150是否
ETHUSDToos (2022-01-01 → 2026-10-13)DC200.170.22-1.0%-7.8%-52.5%-74.0%37%0.401否否
SOLUSDToos (2022-01-01 → 2026-10-13)DC550.410.36+8.5%-9.2%-63.4%-94.6%31%0.289是否

资金曲线

1 个单位的增长,对数坐标,已计入手续费。仅统计规则完全确定的交易日。

为什么可能有效

Daily trend following trades a few times a month, so fees become a small fraction of the move. Eleven classic rules; selection strictly in-sample.

结论历史

预注册规范

kind: rule_search
candidates:
  SMA20:
    type: price_above_sma
    window: 20
  SMA50:
    type: price_above_sma
    window: 50
  SMA100:
    type: price_above_sma
    window: 100
  SMA200:
    type: price_above_sma
    window: 200
  SMA20/50:
    type: sma_cross
    fast: 20
    slow: 50
  SMA50/200:
    type: sma_cross
    fast: 50
    slow: 200
  TSMOM30:
    type: tsmom
    lookback: 30
  TSMOM90:
    type: tsmom
    lookback: 90
  TSMOM180:
    type: tsmom
    lookback: 180
  DC20:
    type: donchian
    entry: 20
  DC55:
    type: donchian
    entry: 55
mode: long_flat
fee: 0.001
universe:
- BTCUSDT
- ETHUSDT
- SOLUSDT
in_sample:
  start: '2018-01-01'
  end: '2021-12-31'
out_of_sample:
  start: '2022-01-01'
significance:
  method: bootstrap
  n: 400
  alpha_family: 0.05
criterion:
  min_strict_wins: 2