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  },
  "tools": [
    {
      "id": "strategy_report",
      "title": "Strategy report",
      "href": "../strategies/letf-sso-zroz-gld.html",
      "status": "ok",
      "note": "Equity, allocations, and replication metrics."
    },
    {
      "id": "quantstats",
      "title": "QuantStats tearsheet",
      "href": "../tearsheets/strategies/letf-sso-zroz-gld.html",
      "status": "ok",
      "note": "Full QuantStats HTML from the same monthly ours path."
    },
    {
      "id": "paper_to_profit",
      "title": "Paper to Profit robustness",
      "href": "https://papertoprofit.substack.com/t/tutorials",
      "status": "ok",
      "note": "t-test vs zero and SPY, overlapping-block bootstrap, rolling OLS alpha decay, 70/30 stability, extra-bps cost grid, return-space noise, and seven SPY regimes. Walk-forward parameter search is not estimable on this catalog snapshot."
    }
  ],
  "writeup": {
    "verdict": "LETF Baseline: SSO / ZROZ / GLD receives a research grade of C (composite 73 / 100) on Paper-to-Profit robustness tests run against published monthly ours versus SPY. Some robustness tests pass, but edge, costs, or regimes are mixed enough that this is not a standalone standout.",
    "edge": "The path makes money vs zero (p=0.000) but is not a significant edge versus SPY (p=0.058, excess 0.22% per month). Same failure mode as a strategy that only rides beta.",
    "bootstrap": "Block bootstrap of consecutive months (400 paths): P(beat SPY) over 6.0 months is 65%; over 24.0 months is 76%. This is the Paper-to-Profit 'realistic path' test, not a reshuffled iid sample.",
    "persistence": "46% of 12-month OLS windows have a significantly positive slope and 16% are significantly negative. Terminal strategy/SPY wealth ratio is 1.82. A steadily rising log-relative-wealth line is the decay test from the tutorial; a late collapse is a warning.",
    "stability": "70/30 OOS/IS Sharpe ratio is 1.08; second/first-half Sharpe ratio is 1.20. Walk-forward parameter search is not estimable on a frozen catalog snapshot; this split is the overfit proxy. Return-space noise did not halve Sharpe on the tested grid.",
    "cost": "Average daily turnover is 0.008%. Additional one-way costs through 24 bps did not cut Sharpe in half. That is the tutorial's cost-robust case.",
    "regimes": "The path beats SPY in 100% of classified months (6.0/6.0 regimes). In bear/strong-bear/vol-down months it beats SPY 100% of the time. Crisis windows: Dot-com bust: strategy -22.4% vs SPY -25.6%; Global Financial Crisis: strategy -41.2% vs SPY -46.0%; COVID crash: strategy -15.4% vs SPY -19.4%; 2022 inflation shock: strategy -34.4% vs SPY -23.9%.",
    "headline": "Published CAGR 12.78% / Sharpe 0.82 / max DD -47.7% over 293 months. Those headline stats are context only; the grade is the robustness tests above.",
    "limitations": "Tests use published monthly ours, already lagged one bar in the engine, versus SPY. t-tests assume roughly comparable monthly means; Wilcoxon is shown as a non-normal check. Bootstrap paths are overlapping consecutive months (not iid reshuffles). Noise is added to monthly returns, not to OHLC, because this producer does not rerun backtests. Walk-forward parameter optimization, SPA, and PBO are not estimable without a trial ledger. Fee drag is extra one-way bps on catalog average daily turnover, on top of the published costed path."
  },
  "ranks": {
    "cagr": 81.18811881188118,
    "sharpe": 17.821782178217823,
    "score": 94.05940594059406
  },
  "generated_at": "2026-09-22T18:23:05Z"
}