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Strategy A
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Regime Analysis
Corrected, ex-ante methodology. Every metric below is a TRAILING window (last 20 trading days / 480 1H bars / 120 4H bars) ending at each trade's own entry time, using only data that would actually have been known at that moment — no lookahead. Each trade is one data point (not each month), giving far more statistical power. Trades are split chronologically: the first 70% (train) is used only to pick a median threshold and a direction; the last 30% (test) is untouched until that frozen rule is checked against it. An earlier version of this page aggregated metrics over whole calendar months, which leaks future-within-the-month information into the metric — see the superseded section at the bottom for why that mattered.
Strategy A
1177 trades total — 823 train / 354 test.
| Metric | Spearman ρ (all trades) | p-value | Significant? | Train: filter vs. other | Test: filter vs. other | Held up? |
|---|---|---|---|---|---|---|
| Trailing 20D Realized Volatility (log-return std) | +0.042 | 0.1489 | n.s. | -0.04R vs -0.05R | -0.04R vs -0.18R | held up |
| Trailing 20D Avg ATR (% of price) | +0.073 | 0.0132 | p < 0.05 | -0.02R vs -0.07R | -0.02R vs -0.19R | held up |
| Trailing 20D Trend Efficiency Ratio (Kaufman ER) | -0.013 | 0.6702 | n.s. | -0.04R vs -0.05R | +0.07R vs -0.24R | held up |
| Trailing 4H Structure Flips (last 120 bars) | +0.010 | 0.7310 | n.s. | -0.04R vs -0.05R | -0.11R vs -0.05R | did not hold up |
| Trailing 1H Structure Flips (last 480 bars) | +0.043 | 0.1444 | n.s. | -0.02R vs -0.07R | -0.19R vs +0.03R | did not hold up |
| Trailing 1H Extension from EMA50 (x ATR14, last 480 bars) | -0.018 | 0.5473 | n.s. | +0.04R vs -0.12R | +0.04R vs -0.20R | held up |


Strategy B
812 trades total — 568 train / 244 test.
| Metric | Spearman ρ (all trades) | p-value | Significant? | Train: filter vs. other | Test: filter vs. other | Held up? |
|---|---|---|---|---|---|---|
| Trailing 20D Realized Volatility (log-return std) | +0.010 | 0.7687 | n.s. | -0.07R vs -0.12R | +0.23R vs +0.23R | held up |
| Trailing 20D Avg ATR (% of price) | +0.035 | 0.3277 | n.s. | -0.06R vs -0.14R | +0.27R vs +0.15R | held up |
| Trailing 20D Trend Efficiency Ratio (Kaufman ER) | +0.048 | 0.1705 | n.s. | -0.07R vs -0.12R | +0.39R vs +0.06R | held up |
| Trailing 4H Structure Flips (last 120 bars) | -0.043 | 0.2212 | n.s. | -0.09R vs -0.11R | +0.13R vs +0.36R | did not hold up |
| Trailing 1H Structure Flips (last 480 bars) | -0.024 | 0.4984 | n.s. | -0.08R vs -0.11R | +0.21R vs +0.24R | did not hold up |
| Trailing 1H Extension from EMA50 (x ATR14, last 480 bars) | -0.001 | 0.9663 | n.s. | +0.07R vs -0.23R | +0.16R vs +0.32R | did not hold up |


Bottom line: none of the six metrics tested reach statistical significance (p < 0.05) against individual trade outcomes for either strategy — correlations are all near zero (|ρ| < 0.1). Where a train/test split shows the same direction in both halves ('held up'), that is expected to happen by chance a meaningful fraction of the time when the underlying effect is this weak and six metrics are tested per strategy — it should not be read as a discovered filter. As of this data, none of these price/structure regime measures give an actionable, statistically defensible rule for skipping trades ahead of time.
Superseded: Original Monthly (Hindsight) Analysis
This section has a lookahead-bias flaw and is kept only for transparency — do not treat it as a trading rule. Each metric here was computed over the ENTIRE calendar month a trade closed in, including days after that trade. A month's full ATR% or trend-efficiency ratio isn't knowable until the month is over, so the strong-looking correlations below describe what characterized good/bad months in hindsight, not something that could have been acted on in real time. The corrected, trade-level, ex-ante version above supersedes this.
Strategy A
| Metric | Spearman ρ | p-value | Significant? |
|---|---|---|---|
| Daily Realized Volatility (log-return std) | +0.392 | 0.0031 | p < 0.05 |
| Avg Daily ATR (% of price) | +0.427 | 0.0011 | p < 0.05 |
| Trend Efficiency Ratio (Kaufman ER, 0-1) | -0.130 | 0.3438 | n.s. |
| 4H Structure Flips (BOS+CHoCH count) | -0.112 | 0.4172 | n.s. |
| 1H Structure Flips (BOS+CHoCH count) | +0.009 | 0.9489 | n.s. |
| 1H Extension from EMA50 (x ATR14) | +0.283 | 0.0362 | p < 0.05 |


Strategy B
| Metric | Spearman ρ | p-value | Significant? |
|---|---|---|---|
| Daily Realized Volatility (log-return std) | +0.210 | 0.1237 | n.s. |
| Avg Daily ATR (% of price) | +0.221 | 0.1046 | n.s. |
| Trend Efficiency Ratio (Kaufman ER, 0-1) | +0.098 | 0.4754 | n.s. |
| 4H Structure Flips (BOS+CHoCH count) | -0.000 | 0.9990 | n.s. |
| 1H Structure Flips (BOS+CHoCH count) | +0.054 | 0.6976 | n.s. |
| 1H Extension from EMA50 (x ATR14) | +0.086 | 0.5338 | n.s. |

