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Strategy A
Strategy B
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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metrics over whole calendar months, which leaks future-within-the-month information into the metric — see the superseded section at the bottom for why that mattered.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
1170 trades total — 819 train / 351 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) | +0.029 | 0.3177 | n.s. | +0.20R vs +0.07R | -0.02R vs +0.01R | did not hold up |
| Trailing 20D Avg ATR (% of price) | +0.036 | 0.2165 | n.s. | +0.20R vs +0.07R | -0.01R vs -0.00R | did not hold up |
| Trailing 20D Trend Efficiency Ratio (Kaufman ER) | +0.002 | 0.9382 | n.s. | +0.15R vs +0.12R | +0.08R vs -0.06R | held up |
| Trailing 4H Structure Flips (last 120 bars) | +0.014 | 0.6408 | n.s. | +0.32R vs -0.04R | -0.10R vs +0.11R | did not hold up |
| Trailing 1H Structure Flips (last 480 bars) | +0.051 | 0.0812 | n.s. | +0.19R vs +0.07R | +0.17R vs -0.13R | held up |
| Trailing 1H Extension from EMA50 (x ATR14, last 480 bars) | -0.019 | 0.5072 | n.s. | +0.16R vs +0.10R | -0.13R vs +0.23R | did not hold up |


Strategy B
823 trades total — 576 train / 247 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) | +0.026 | 0.4677 | n.s. | +0.22R vs -0.09R | -0.10R vs -0.05R | did not hold up |
| Trailing 20D Avg ATR (% of price) | +0.024 | 0.4962 | n.s. | +0.17R vs -0.04R | -0.06R vs -0.10R | held up |
| Trailing 20D Trend Efficiency Ratio (Kaufman ER) | -0.028 | 0.4191 | n.s. | +0.24R vs -0.11R | -0.24R vs +0.19R | did not hold up |
| Trailing 4H Structure Flips (last 120 bars) | -0.011 | 0.7492 | n.s. | +0.29R vs -0.12R | -0.23R vs +0.12R | did not hold up |
| Trailing 1H Structure Flips (last 480 bars) | +0.052 | 0.1365 | n.s. | +0.13R vs -0.01R | +0.25R vs -0.28R | held up |
| Trailing 1H Extension from EMA50 (x ATR14, last 480 bars) | +0.001 | 0.9737 | n.s. | +0.23R vs -0.02R | -0.11R vs -0.03R | 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) | +0.129 | 0.3465 | n.s. |
| Avg Daily ATR (% of price) | +0.099 | 0.4721 | n.s. |
| Trend Efficiency Ratio (Kaufman ER, 0-1) | +0.120 | 0.3812 | n.s. |
| 4H Structure Flips (BOS+CHoCH count) | -0.181 | 0.1860 | n.s. |
| 1H Structure Flips (BOS+CHoCH count) | -0.205 | 0.1324 | n.s. |
| 1H Extension from EMA50 (x ATR14) | +0.546 | 0.0000 | p < 0.05 |


Strategy B
| Metric | Spearman ρ | p-value | Significant? |
|---|---|---|---|
| Daily Realized Volatility (log-return std) | -0.133 | 0.3331 | n.s. |
| Avg Daily ATR (% of price) | -0.115 | 0.4016 | n.s. |
| Trend Efficiency Ratio (Kaufman ER, 0-1) | +0.242 | 0.0746 | n.s. |
| 4H Structure Flips (BOS+CHoCH count) | -0.061 | 0.6572 | n.s. |
| 1H Structure Flips (BOS+CHoCH count) | -0.041 | 0.7637 | n.s. |
| 1H Extension from EMA50 (x ATR14) | +0.428 | 0.0011 | p < 0.05 |

