{
 "service": "Money Mind \u2014 Multiple Testing",
 "what": "You tested N strategies and kept the best; is it noise",
 "when_to_use": "Use when you searched many strategies or parameter sets and kept the best one. Quoting that winner's solo p-value is the most common way a backtest lies. Give the number of things you tested and the winner's t-statistic; returns the family-wise p-value, the t you actually needed, and the t that pure noise would be expected to hand you from a search that size.",
 "honest_note": "Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.",
 "method": "POST",
 "endpoint": "/multipletest",
 "price_usdc": "0.20",
 "free": false,
 "network": "base",
 "network_source": "X402_NETWORK",
 "testnet": false,
 "build": "460e2b1",
 "pay_to": "0xf74A157012e95aC068510fEb9cf1AdD7F68fa032",
 "pay_to_source": "X402_PAY_TO",
 "accepting_payments": true,
 "not_ready_because": null,
 "facilitator_check": "facilitator authenticated and answering",
 "payment": "x402 (HTTP 402 + USDC on Base). Call without payment to receive the payment requirements.",
 "request": {
  "n_tested": 1000,
  "best_t": 3.0
 },
 "request_wire_example": {
  "n_tested": 1000,
  "best_t": 3.0
 },
 "min_bars": null,
 "response_example": {
  "verdict": "DOES NOT SURVIVE",
  "required_t_for_5pct_family_wise": 4.05,
  "expected_best_t_from_noise_alone": 3.116
 },
 "limits": {
  "n_tested": "1 to 10,000,000"
 },
 "other_products": {
  "/v1/extract": "Headless extraction cross-checked by three independent methods, confidence-scored, refund-backed ($0.02)",
  "/referee": "11-gate adjudication of a trading signal series ($5.00)",
  "/dataquality": "Is your OHLC real, or an indicative feed pretending to be ($0)",
  "/clusteredt": "Your t-stat assumes independence; your trades cluster ($0.25)",
  "/evalselection": "You tried N prompts/models/configs and kept the best; how much of that is selection ($0)",
  "/deflatedsharpe": "Is this Sharpe real, or the best of N tries? Deflated for the search you ran ($0.31)",
  "/abtest": "Did B really beat A, corrected for how many variants you compared ($0.31)",
  "/samplesize": "How many observations before this test can answer anything \u2014 ask before you spend ($0.31)",
  "/drawdown": "Is this drawdown a broken strategy or a normal bad patch, vs your own shuffled returns ($0.31)",
  "/correlation": "Real relationship, or two autocorrelated series drifting together ($0.31)",
  "/regime": "Did the process change, or is recent weakness inside normal variation ($0.31)",
  "/audit": "Every gate we have, composed in the right order, over your whole book \u2014 including the cross-instrument check that catches one edge wearing many names ($300.00)"
 },
 "privacy": "Submitted data is held in memory for the request only. Nothing is stored."
}