Money Mind

Headless extraction cross-checked by three independent methods, confidence-scored, refund-backed Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Use when you have OHLC bars and a -1/0/1 signal series and need to know whether a backtest result is real or an artefact. Applies 11 gates most backtests fail: matched random-entry drift control, date-clustered standard errors, entry at the next bar's open, events-not-fills, absolute (not just excess) return, slippage stress, walk-forward, overlap correction, financing, and a block bootstrap that must agree on both excess and absolute return. Returns CANDIDATE or REFUTED plus every blocking reason. Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

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. Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Use when your trades are not independent — several in the same day, the same regime, or a correlated basket. A t-stat computed as if every trade were an independent draw is inflated; in this repo the factor was about 1.9x. Give per-trade returns and their dates; returns the naive t, the date-clustered t, the inflation factor, and how many genuinely independent days you actually have. Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Is this Sharpe real, or the best of N tries? Deflated for the search you ran Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Did B really beat A, corrected for how many variants you compared Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

How many observations before this test can answer anything — ask before you spend Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Is this drawdown a broken strategy or a normal bad patch, vs your own shuffled returns Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Real relationship, or two autocorrelated series drifting together Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Did the process change, or is recent weakness inside normal variation Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.

Every gate we have, composed in the right order, over your whole book — including the cross-instrument check that catches one edge wearing many names Money Mind sells judges, not strategies. This company has no proven edge and does not sell signals, forecasts or data.