Rolling projection DOE

Find the projection setup whose median is closest to actual outcomes.

Replay completed anchors and rank horizon × sample-size settings by projection error.

Snapshot 2026-02-02
DOE calibrated as-of 2026-02-02
Window 2026-01-05 → 2026-01-28
Anchors 68
Lookback 730D
Confidence low
Computed at 2026年7月9日 下午6:58 HKT
Point-in-time Point-in-time safe

Best rolling setting

3D · n=120

DOE results snapshot · Window: 2026-01-05 → 2026-01-28 · anchors: 68 · latest snapshot: 2026-02-02 · computed at: 2026年7月9日 下午6:58 HKT

Median abs error1.88%
Mean abs error2.78%
Bias-0.80%
Inside P25/P7546.4%

DOE setting comparison

Same idea as score-vs-outcome analysis: compare each parameter setting by observed actual-minus-median error over rolling completed anchors. Lower median abs error and lower bias win.

Setting Median abs Bias P25/P75 hit n Read
Setting 3D · n=120
Median abs 1.88%
Bias -0.80%
P25/P75 hit 46.4%
n 56
Rank Best setting
Setting 3D · n=80
Median abs 1.92%
Bias -0.76%
P25/P75 hit 46.4%
n 56
Rank #2 Candidate
Setting 3D · n=40
Median abs 2.11%
Bias -0.69%
P25/P75 hit 42.9%
n 56
Rank #3 Candidate
Setting 3D · n=160
Median abs 2.23%
Bias -0.77%
P25/P75 hit 44.6%
n 56
Rank #4 Candidate
Setting 3D · n=240
Median abs 2.26%
Bias -0.81%
P25/P75 hit 42.9%
n 56
Rank #5 Candidate
Setting 3D · n=320
Median abs 2.26%
Bias -0.83%
P25/P75 hit 42.9%
n 56
Rank #6 Candidate
Setting 3D · n=500
Median abs 2.28%
Bias -0.86%
P25/P75 hit 46.4%
n 56
Rank #7 Candidate
Setting 5D · n=40
Median abs 2.19%
Bias -0.59%
P25/P75 hit 60%
n 40
Rank #8 Candidate
Setting 5D · n=120
Median abs 2.36%
Bias -0.44%
P25/P75 hit 60%
n 40
Rank #9 Candidate
Setting 5D · n=160
Median abs 2.39%
Bias -0.44%
P25/P75 hit 55%
n 40
Rank #10 Candidate
Setting 5D · n=80
Median abs 2.38%
Bias -0.50%
P25/P75 hit 55%
n 40
Rank #11 Candidate
Setting 5D · n=240
Median abs 2.41%
Bias -0.45%
P25/P75 hit 55%
n 40
Rank #12 Candidate

Best setting 3D · n=120: median projection vs actual return

-2 0 2 -14.00% 0.00% +10.00% US.F Median projection 0.63, actual return -2.92%, runup -3.55%, drawdown -3.55%US.LYB Median projection 0.63, actual return +2.16%, runup +1.53%, drawdown -1.53%US.LHX Median projection 0.6, actual return +4.76%, runup +4.16%, drawdown -4.16%US.TDY Median projection 0.67, actual return +1.11%, runup +0.44%, drawdown -0.44%US.PHM Median projection 0.64, actual return -1.11%, runup -1.75%, drawdown -1.75%US.SNDK Median projection 0.38, actual return +2.76%, runup +2.38%, drawdown -2.38%US.AMAT Median projection 0.53, actual return +0.24%, runup -0.29%, drawdown -0.29%US.LRCX Median projection 0.38, actual return -4.38%, runup -4.76%, drawdown -4.76%US.AKAM Median projection 0.48, actual return +0.28%, runup -0.20%, drawdown -0.20%US.DG Median projection 0.42, actual return +1.93%, runup +1.51%, drawdown -1.51%US.SATS Median projection -0.07, actual return -2.00%, runup -1.93%, drawdown -1.93%US.WMT Median projection -0.18, actual return +1.04%, runup +1.22%, drawdown -1.22%US.HII Median projection 0.35, actual return +3.46%, runup +3.11%, drawdown -3.11%US.MRNA Median projection 0.35, actual return +5.63%, runup +5.28%, drawdown -5.28%US.BNY Median projection -0.28, actual return -1.30%, runup -1.02%, drawdown -1.02%US.INTC Median projection 0.43, actual return -0.70%, runup -1.13%, drawdown -1.13%US.ACN Median projection 0.27, actual return -5.49%, runup -5.76%, drawdown -5.76%US.SATS Median projection 0.35, actual return -6.93%, runup -7.28%, drawdown -7.28%US.ADM Median projection 0.32, actual return +1.98%, runup +1.66%, drawdown -1.66%US.LYB Median projection 0.65, actual return -6.04%, runup -6.69%, drawdown -6.69%US.BLK Median projection 0.14, actual return -2.49%, runup -2.63%, drawdown -2.63%US.APH Median projection 0.56, actual return +0.25%, runup -0.31%, drawdown -0.31%US.JBL Median projection 0.67, actual return -0.01%, runup -0.68%, drawdown -0.68%US.ADM Median projection 0.89, actual return +1.70%, runup +0.81%, drawdown -0.81%US.FE Median projection 0.36, actual return -0.61%, runup -0.97%, drawdown -0.97%US.PWR Median projection 0.69, actual return +0.43%, runup -0.26%, drawdown -0.26%US.PPL Median projection 0.36, actual return -0.54%, runup -0.90%, drawdown -0.90%US.EXC Median projection 0.29, actual return -0.29%, runup -0.58%, drawdown -0.58%US.PPL Median projection 0.79, actual return -1.90%, runup -2.69%, drawdown -2.69%US.KVUE Median projection 0.35, actual return +1.19%, runup +0.84%, drawdown -0.84%US.CHD Median projection 1.05, actual return +0.30%, runup -0.75%, drawdown -0.75%US.SNDK Median projection 0.67, actual return +4.57%, runup +3.90%, drawdown -3.90%US.CFG Median projection 0.43, actual return -2.40%, runup -2.83%, drawdown -2.83%US.FITB Median projection 0.38, actual return -4.48%, runup -4.86%, drawdown -4.86%US.Q Median projection 0.65, actual return -5.80%, runup -6.45%, drawdown -6.45%US.TDY Median projection 0.65, actual return -2.29%, runup -2.94%, drawdown -2.94%US.NTRS Median projection -0.23, actual return -2.06%, runup -1.83%, drawdown -1.83%US.KVUE Median projection -0.22, actual return -1.41%, runup -1.19%, drawdown -1.19%US.OKE Median projection 0.29, actual return -1.04%, runup -1.33%, drawdown -1.33%US.KMI Median projection 0.35, actual return -0.34%, runup -0.69%, drawdown -0.69%US.PKG Median projection -0.17, actual return -3.45%, runup -3.28%, drawdown -3.28%US.WMB Median projection 0.27, actual return +3.02%, runup +2.75%, drawdown -2.75%US.SW Median projection 0.28, actual return -3.17%, runup -3.45%, drawdown -3.45%US.GILD Median projection 0.33, actual return +2.79%, runup +2.46%, drawdown -2.46%US.NEM Median projection 0.08, actual return +0.80%, runup +0.72%, drawdown -0.72%US.TSN Median projection 0.64, actual return +2.34%, runup +1.70%, drawdown -1.70%US.CTVA Median projection 0.5, actual return +1.67%, runup +1.17%, drawdown -1.17%US.GILD Median projection 0.28, actual return +1.28%, runup +1.00%, drawdown -1.00%US.STX Median projection 0.27, actual return +9.66%, runup +9.39%, drawdown -9.39%US.APH Median projection 0.25, actual return -13.34%, runup -13.59%, drawdown -13.59%US.SYY Median projection 0.4, actual return -0.08%, runup -0.48%, drawdown -0.48%US.GLW Median projection 0.22, actual return -5.91%, runup -6.13%, drawdown -6.13%US.FFIV Median projection 0.45, actual return -3.96%, runup -4.41%, drawdown -4.41%US.STX Median projection 0.25, actual return -2.25%, runup -2.50%, drawdown -2.50%US.GEV Median projection 0.3, actual return +6.10%, runup +5.80%, drawdown -5.80%US.TXN Median projection 0.48, actual return +4.09%, runup +3.61%, drawdown -3.61% Bucket avg Median projection -0.2, actual return -1.53%, n 6Bucket avg Median projection 0.5, actual return -0.28%, n 50 Corr +0.13 R² 1.6% n 56 Median projection return Actual return

X = Median projection return. Y = actual return. Solid line = linear trend. Orange line = bucket average. Checked: 56 · Pending: 0 · Avg: -0.41%

Best setting 3D · n=120: median projection vs forecast error

-2 0 2 -14.00% 0.00% +10.00% US.F Median projection 0.63, forecast error -3.55%, runup -3.55%, drawdown -3.55%US.LYB Median projection 0.63, forecast error +1.53%, runup +1.53%, drawdown -1.53%US.LHX Median projection 0.6, forecast error +4.16%, runup +4.16%, drawdown -4.16%US.TDY Median projection 0.67, forecast error +0.44%, runup +0.44%, drawdown -0.44%US.PHM Median projection 0.64, forecast error -1.75%, runup -1.75%, drawdown -1.75%US.SNDK Median projection 0.38, forecast error +2.38%, runup +2.38%, drawdown -2.38%US.AMAT Median projection 0.53, forecast error -0.29%, runup -0.29%, drawdown -0.29%US.LRCX Median projection 0.38, forecast error -4.76%, runup -4.76%, drawdown -4.76%US.AKAM Median projection 0.48, forecast error -0.20%, runup -0.20%, drawdown -0.20%US.DG Median projection 0.42, forecast error +1.51%, runup +1.51%, drawdown -1.51%US.SATS Median projection -0.07, forecast error -1.93%, runup -1.93%, drawdown -1.93%US.WMT Median projection -0.18, forecast error +1.22%, runup +1.22%, drawdown -1.22%US.HII Median projection 0.35, forecast error +3.11%, runup +3.11%, drawdown -3.11%US.MRNA Median projection 0.35, forecast error +5.28%, runup +5.28%, drawdown -5.28%US.BNY Median projection -0.28, forecast error -1.02%, runup -1.02%, drawdown -1.02%US.INTC Median projection 0.43, forecast error -1.13%, runup -1.13%, drawdown -1.13%US.ACN Median projection 0.27, forecast error -5.76%, runup -5.76%, drawdown -5.76%US.SATS Median projection 0.35, forecast error -7.28%, runup -7.28%, drawdown -7.28%US.ADM Median projection 0.32, forecast error +1.66%, runup +1.66%, drawdown -1.66%US.LYB Median projection 0.65, forecast error -6.69%, runup -6.69%, drawdown -6.69%US.BLK Median projection 0.14, forecast error -2.63%, runup -2.63%, drawdown -2.63%US.APH Median projection 0.56, forecast error -0.31%, runup -0.31%, drawdown -0.31%US.JBL Median projection 0.67, forecast error -0.68%, runup -0.68%, drawdown -0.68%US.ADM Median projection 0.89, forecast error +0.81%, runup +0.81%, drawdown -0.81%US.FE Median projection 0.36, forecast error -0.97%, runup -0.97%, drawdown -0.97%US.PWR Median projection 0.69, forecast error -0.26%, runup -0.26%, drawdown -0.26%US.PPL Median projection 0.36, forecast error -0.90%, runup -0.90%, drawdown -0.90%US.EXC Median projection 0.29, forecast error -0.58%, runup -0.58%, drawdown -0.58%US.PPL Median projection 0.79, forecast error -2.69%, runup -2.69%, drawdown -2.69%US.KVUE Median projection 0.35, forecast error +0.84%, runup +0.84%, drawdown -0.84%US.CHD Median projection 1.05, forecast error -0.75%, runup -0.75%, drawdown -0.75%US.SNDK Median projection 0.67, forecast error +3.90%, runup +3.90%, drawdown -3.90%US.CFG Median projection 0.43, forecast error -2.83%, runup -2.83%, drawdown -2.83%US.FITB Median projection 0.38, forecast error -4.86%, runup -4.86%, drawdown -4.86%US.Q Median projection 0.65, forecast error -6.45%, runup -6.45%, drawdown -6.45%US.TDY Median projection 0.65, forecast error -2.94%, runup -2.94%, drawdown -2.94%US.NTRS Median projection -0.23, forecast error -1.83%, runup -1.83%, drawdown -1.83%US.KVUE Median projection -0.22, forecast error -1.19%, runup -1.19%, drawdown -1.19%US.OKE Median projection 0.29, forecast error -1.33%, runup -1.33%, drawdown -1.33%US.KMI Median projection 0.35, forecast error -0.69%, runup -0.69%, drawdown -0.69%US.PKG Median projection -0.17, forecast error -3.28%, runup -3.28%, drawdown -3.28%US.WMB Median projection 0.27, forecast error +2.75%, runup +2.75%, drawdown -2.75%US.SW Median projection 0.28, forecast error -3.45%, runup -3.45%, drawdown -3.45%US.GILD Median projection 0.33, forecast error +2.46%, runup +2.46%, drawdown -2.46%US.NEM Median projection 0.08, forecast error +0.72%, runup +0.72%, drawdown -0.72%US.TSN Median projection 0.64, forecast error +1.70%, runup +1.70%, drawdown -1.70%US.CTVA Median projection 0.5, forecast error +1.17%, runup +1.17%, drawdown -1.17%US.GILD Median projection 0.28, forecast error +1.00%, runup +1.00%, drawdown -1.00%US.STX Median projection 0.27, forecast error +9.39%, runup +9.39%, drawdown -9.39%US.APH Median projection 0.25, forecast error -13.59%, runup -13.59%, drawdown -13.59%US.SYY Median projection 0.4, forecast error -0.48%, runup -0.48%, drawdown -0.48%US.GLW Median projection 0.22, forecast error -6.13%, runup -6.13%, drawdown -6.13%US.FFIV Median projection 0.45, forecast error -4.41%, runup -4.41%, drawdown -4.41%US.STX Median projection 0.25, forecast error -2.50%, runup -2.50%, drawdown -2.50%US.GEV Median projection 0.3, forecast error +5.80%, runup +5.80%, drawdown -5.80%US.TXN Median projection 0.48, forecast error +3.61%, runup +3.61%, drawdown -3.61% Bucket avg Median projection -0.2, forecast error -1.34%, n 6Bucket avg Median projection 0.5, forecast error -0.73%, n 50 Corr +0.05 R² 0.3% n 56 Median projection return Actual - median

X = Median projection return. Y = actual - median. Solid line = linear trend. Orange line = bucket average. Checked: 56 · Pending: 0 · Avg: -0.80%

DOE ranking

Ranked by a composite DOE score: lower median/mean absolute error, lower bias, enough anchors, and better IQR coverage.

Rank Horizon n Median abs Mean abs Bias Inside P25/P75 Anchors DOE score
#1 3D 120 1.88% 2.78% -0.80% 46.4% 56 1.917
#2 3D 80 1.92% 2.78% -0.76% 46.4% 56 1.931
#3 3D 40 2.11% 2.78% -0.69% 42.9% 56 2.024
#4 3D 160 2.23% 2.75% -0.77% 44.6% 56 2.081
#5 3D 240 2.26% 2.78% -0.81% 42.9% 56 2.117
#6 3D 320 2.26% 2.79% -0.83% 42.9% 56 2.124
#7 3D 500 2.28% 2.81% -0.86% 46.4% 56 2.137
#8 5D 40 2.19% 3.59% -0.59% 60% 40 2.29
#9 5D 120 2.36% 3.58% -0.44% 60% 40 2.349
#10 5D 160 2.39% 3.59% -0.44% 55% 40 2.38
#11 5D 80 2.38% 3.59% -0.50% 55% 40 2.384
#12 5D 240 2.41% 3.6% -0.45% 55% 40 2.395
#13 5D 320 2.46% 3.57% -0.43% 55% 40 2.406
#14 5D 500 2.66% 3.61% -0.49% 52.5% 40 2.536