{
  "policy": {
    "version": "diversification-rebalance-leverage-v1",
    "status": "research_only_not_live_policy",
    "user_correction": "Do not pursue 70% equity; preserve multi-asset diversification. Compare monthly and 15/35 threshold rebalancing. Leverage research permitted.",
    "start": "2007-05-30",
    "cutoff": "2026-11-03",
    "permanent_weights": {
      "SPY": 0.25,
      "TLT": 0.25,
      "GLD": 0.25,
      "BIL": 0.25
    },
    "original_baseline": "Annual rebalance first January US equity session at close, preserved without modification",
    "monthly": "First US equity trading day of each month at close, weights earn subsequent returns",
    "band": "Every close: any sleeve <=15% or >=35% triggers full reset to 25% each at next trading close; no mandatory annual rebalance",
    "hybrid": "Monthly reset plus the same daily close threshold guard",
    "band_sensitivity": [
      [
        0.2,
        0.3
      ],
      [
        0.225,
        0.275
      ]
    ],
    "risk_assets": [
      "SPY",
      "TLT",
      "IEF",
      "TIP",
      "GLD",
      "DBC"
    ],
    "equal_risk_budgets": [
      0.16666666666666666,
      0.16666666666666666,
      0.16666666666666666,
      0.16666666666666666,
      0.16666666666666666,
      0.16666666666666666
    ],
    "grouped_risk_budgets": [
      0.25,
      0.125,
      0.125,
      0.25,
      0.125,
      0.125
    ],
    "grouped_risk_definition": "Equity 25%, nominal Treasuries 25%, TIPS 25%, gold/broad commodities 25% of estimated variance contribution. Not equal macro-environment protection and not a Bridgewater clone.",
    "risk_estimation": "252 daily returns through previous close, 20% covariance shrinkage to diagonal, monthly reset; no today-return information",
    "fixed_leverages": [
      1,
      1.25,
      1.5,
      2
    ],
    "volatility_targets": [
      0.08,
      0.1,
      0.12
    ],
    "volatility_leverage_range": [
      0.5,
      2
    ],
    "funding": "FRED DFF + 1.5 percentage points annually on negative cash; ACT/360 over actual calendar days, compounded through cash. Use most recent DFF observation strictly before previous equity session (conservative publication lag). DFF is an overnight proxy, not a broker quotation; no point-in-time vintages.",
    "funding_spread_sensitivity": [
      0.005,
      0.015,
      0.03
    ],
    "positive_cash": "Lagged DFF, separate from BIL ETF sleeve; no duplicate cash yield",
    "guard": "If post-close gross risky-asset exposure/NAV exceeds 2.5, next close reduces to at most 1x using last saved diversified weights; monthly resets may restore target. Not a real broker liquidation model or intraday guarantee.",
    "stress_guard": 2.1,
    "transaction_cost_bps": 5,
    "cost_sensitivity_bps": [
      0,
      5,
      20
    ],
    "execution": "Fractional total-return units; external borrow-to-buy ETF model, not synthetic futures cost replication",
    "actual_funds": [
      "ALLW",
      "RPAR",
      "UPAR"
    ],
    "actual_fund_rule": "Buy and hold actual adjusted-price history, no extra leverage, no repeat deduction of embedded expenses/financing. Compare common short interval separately.",
    "not_prioritized": [
      "Equity70-SPY",
      "Equity70-mix",
      "NTSX/RSSB/RSST as full-portfolio holdings"
    ],
    "limits": [
      "USD nominal, before investor tax and FX costs",
      "Revised single-vendor history with calendar and arithmetic validation, not fully independently price-certified",
      "Common ETF history <20 years and no 1970s/2000 equity crash",
      "No actual future out-of-sample or live execution",
      "No fitting parameters to select a winning final strategy",
      "Lending availability, margin haircut changes and gap liquidation not fully modeled",
      "Fund product strategies may change over time"
    ]
  },
  "main": {
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      "end": "2026-11-03",
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      "total_return": 2.5743106648582628,
      "cagr": 0.06775025204575957,
      "annualized_volatility": 0.07385135250349248,
      "max_drawdown": -0.16972494894077517,
      "max_dd_peak": "2021-12-27",
      "max_dd_trough": "2022-10-20",
      "max_dd_recovery": "2024-03-06",
      "max_dd_peak_to_recovery_days": 800,
      "longest_underwater_calendar_days": 799,
      "longest_underwater_start": "2021-12-27",
      "longest_underwater_last_below": "2024-03-05",
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      "external_transaction_cost_usd": 234.8288627353084,
      "funding_cost_usd": 0.0,
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      "mean_pre_leverage": 1.0,
      "max_pre_leverage": 1.0,
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      "external_transaction_cost_usd": 179.23079578934298,
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      "max_pre_leverage": 1.0,
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