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 2026-07-20
DOE calibrated as-of 2026-07-20
Window 2026-06-01 → 2026-07-15
Anchors 120
Lookback 730D
Confidence low
Computed at 2026年7月29日 下午9:31 HKT
Point-in-time Point-in-time safe

Best rolling setting

3D · n=500

DOE results snapshot · Window: 2026-06-01 → 2026-07-15 · anchors: 120 · latest snapshot: 2026-07-20 · computed at: 2026年7月29日 下午9:31 HKT

Median abs error2.86%
Mean abs error4.02%
Bias-0.67%
Inside P25/P7547.5%

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=500
Median abs 2.86%
Bias -0.67%
P25/P75 hit 47.5%
n 120
Rank Best setting
Setting 3D · n=320
Median abs 2.98%
Bias -0.67%
P25/P75 hit 45.8%
n 120
Rank #2 Candidate
Setting 3D · n=240
Median abs 2.97%
Bias -0.73%
P25/P75 hit 45%
n 120
Rank #3 Candidate
Setting 3D · n=40
Median abs 2.84%
Bias -0.82%
P25/P75 hit 39.2%
n 120
Rank #4 Candidate
Setting 3D · n=80
Median abs 2.93%
Bias -0.88%
P25/P75 hit 45.8%
n 120
Rank #5 Candidate
Setting 3D · n=120
Median abs 2.98%
Bias -0.82%
P25/P75 hit 46.7%
n 120
Rank #6 Candidate
Setting 3D · n=160
Median abs 3.02%
Bias -0.81%
P25/P75 hit 45%
n 120
Rank #7 Candidate
Setting 5D · n=500
Median abs 3.76%
Bias -1.53%
P25/P75 hit 48.3%
n 116
Rank #8 Candidate
Setting 5D · n=240
Median abs 3.76%
Bias -1.58%
P25/P75 hit 53.4%
n 116
Rank #9 Candidate
Setting 5D · n=320
Median abs 3.85%
Bias -1.54%
P25/P75 hit 51.7%
n 116
Rank #10 Candidate
Setting 5D · n=40
Median abs 3.61%
Bias -1.28%
P25/P75 hit 44%
n 116
Rank #11 Candidate
Setting 5D · n=120
Median abs 3.85%
Bias -1.57%
P25/P75 hit 52.6%
n 116
Rank #12 Candidate

Best setting 3D · n=500: median projection vs actual return

-2 0 2 -24.00% 0.00% +16.00% US.FDS Median projection 0.9, actual return -5.84%, runup -6.74%, drawdown -6.74%US.MGM Median projection 0.81, actual return -5.43%, runup -6.24%, drawdown -6.24%US.CDNS Median projection 1.08, actual return -0.60%, runup -1.68%, drawdown -1.68%US.ORCL Median projection 1.73, actual return -4.76%, runup -6.49%, drawdown -6.49%US.MRVL Median projection 1.72, actual return -9.40%, runup -11.12%, drawdown -11.12%US.IBM Median projection 1.59, actual return -13.48%, runup -15.07%, drawdown -15.07%US.FCX Median projection 0.42, actual return -11.64%, runup -12.06%, drawdown -12.06%US.COHR Median projection 1.69, actual return -11.69%, runup -13.38%, drawdown -13.38%US.MRVL Median projection 1.72, actual return -4.24%, runup -5.96%, drawdown -5.96%US.KLAC Median projection 1.47, actual return -0.80%, runup -2.27%, drawdown -2.27%US.URI Median projection -0.01, actual return +2.60%, runup +2.61%, drawdown -2.61%US.APTV Median projection 1.11, actual return -9.80%, runup -10.91%, drawdown -10.91%US.MDT Median projection -0.08, actual return +0.06%, runup +0.14%, drawdown -0.14%US.MS Median projection 0.1, actual return -3.67%, runup -3.77%, drawdown -3.77%US.GS Median projection 0.24, actual return -5.55%, runup -5.79%, drawdown -5.79%US.FITB Median projection -0.01, actual return +1.76%, runup +1.77%, drawdown -1.77%US.HST Median projection -0.16, actual return -2.72%, runup -2.56%, drawdown -2.56%US.MAA Median projection -0.11, actual return +1.63%, runup +1.74%, drawdown -1.74%US.MRVL Median projection 1.75, actual return -4.13%, runup -5.88%, drawdown -5.88%US.COO Median projection -0.13, actual return +0.52%, runup +0.65%, drawdown -0.65%US.CNC Median projection 0.14, actual return -2.29%, runup -2.43%, drawdown -2.43%US.UNH Median projection -0.11, actual return -0.25%, runup -0.14%, drawdown -0.14%US.BXP Median projection -0.18, actual return +2.63%, runup +2.81%, drawdown -2.81%US.COO Median projection -0.2, actual return +1.08%, runup +1.28%, drawdown -1.28%US.SJM Median projection -0.14, actual return +3.65%, runup +3.79%, drawdown -3.79%US.CNC Median projection -0.13, actual return -1.54%, runup -1.41%, drawdown -1.41%US.KIM Median projection -0.21, actual return +2.86%, runup +3.07%, drawdown -3.07%US.COO Median projection -0.12, actual return -1.08%, runup -0.96%, drawdown -0.96%US.CASY Median projection 0.26, actual return -4.72%, runup -4.98%, drawdown -4.98%US.CAH Median projection -0.31, actual return +4.67%, runup +4.98%, drawdown -4.98%US.SJM Median projection -0.15, actual return -0.95%, runup -0.80%, drawdown -0.80%US.USB Median projection -0.02, actual return +1.73%, runup +1.75%, drawdown -1.75%US.SNDK Median projection 0.71, actual return +5.85%, runup +5.14%, drawdown -5.14%US.GD Median projection -0.25, actual return +1.46%, runup +1.71%, drawdown -1.71%US.KIM Median projection 0, actual return -2.52%, runup -2.52%, drawdown -2.52%US.LRCX Median projection 0.68, actual return +1.88%, runup +1.20%, drawdown -1.20%US.WSM Median projection -0.36, actual return -1.07%, runup -0.71%, drawdown -0.71%US.CCL Median projection -0.53, actual return +2.50%, runup +3.03%, drawdown -3.03%US.SNDK Median projection 0.82, actual return -1.08%, runup -1.90%, drawdown -1.90%US.JBL Median projection 1.02, actual return -2.56%, runup -3.58%, drawdown -3.58%US.CCL Median projection -0.28, actual return +2.49%, runup +2.77%, drawdown -2.77%US.WDC Median projection 0.52, actual return +14.18%, runup +13.66%, drawdown -13.66%US.RCL Median projection -0.14, actual return -0.37%, runup -0.23%, drawdown -0.23%US.STX Median projection 0.43, actual return +5.05%, runup +4.62%, drawdown -4.62%US.STX Median projection 0.54, actual return +6.08%, runup +5.54%, drawdown -5.54%US.WDC Median projection 0.29, actual return +7.57%, runup +7.28%, drawdown -7.28%US.GE Median projection -0.22, actual return +0.96%, runup +1.18%, drawdown -1.18%US.MRNA Median projection 0.06, actual return +7.12%, runup +7.06%, drawdown -7.06%US.MRNA Median projection -0.13, actual return -1.29%, runup -1.16%, drawdown -1.16%US.HWM Median projection -0.24, actual return -2.86%, runup -2.62%, drawdown -2.62%US.HOOD Median projection 0.05, actual return -1.85%, runup -1.90%, drawdown -1.90%US.GE Median projection -0.33, actual return -0.16%, runup +0.17%, drawdown -0.17%US.GWW Median projection -0.11, actual return -1.67%, runup -1.56%, drawdown -1.56%US.MRNA Median projection 0.05, actual return -5.53%, runup -5.58%, drawdown -5.58%US.WDC Median projection 0.45, actual return -13.72%, runup -14.17%, drawdown -14.17%US.Q Median projection 0.26, actual return -6.07%, runup -6.33%, drawdown -6.33%US.GLW Median projection 0.55, actual return +8.66%, runup +8.11%, drawdown -8.11%US.Q Median projection 0.49, actual return -4.64%, runup -5.13%, drawdown -5.13%US.CAT Median projection 0.01, actual return +3.40%, runup +3.39%, drawdown -3.39%US.FIX Median projection 0.17, actual return -2.37%, runup -2.54%, drawdown -2.54%US.AEP Median projection 0.12, actual return +3.70%, runup +3.58%, drawdown -3.58%US.USB Median projection 0.22, actual return +1.43%, runup +1.21%, drawdown -1.21%US.TRV Median projection -0.07, actual return +3.28%, runup +3.35%, drawdown -3.35%US.ABBV Median projection 0.05, actual return +7.92%, runup +7.87%, drawdown -7.87%US.MTD Median projection -0.02, actual return +4.62%, runup +4.64%, drawdown -4.64%US.UAL Median projection 0.24, actual return +3.56%, runup +3.32%, drawdown -3.32%US.PHM Median projection -0.09, actual return +1.64%, runup +1.73%, drawdown -1.73%US.EXPE Median projection 0.27, actual return +1.19%, runup +0.92%, drawdown -0.92%US.GLW Median projection 0.52, actual return +12.03%, runup +11.51%, drawdown -11.51%US.ABBV Median projection -0.14, actual return +3.50%, runup +3.64%, drawdown -3.64%US.TECH Median projection 0.26, actual return -0.07%, runup -0.33%, drawdown -0.33%US.MTD Median projection -0.16, actual return +2.74%, runup +2.90%, drawdown -2.90%US.UBER Median projection -0.11, actual return -4.65%, runup -4.54%, drawdown -4.54%US.AEE Median projection -0.12, actual return -5.18%, runup -5.06%, drawdown -5.06%US.ABBV Median projection -0.24, actual return -0.90%, runup -0.66%, drawdown -0.66%US.PGR Median projection -0.25, actual return +0.43%, runup +0.68%, drawdown -0.68%US.TPL Median projection 0.25, actual return -3.04%, runup -3.29%, drawdown -3.29%US.PANW Median projection 0.41, actual return +4.84%, runup +4.43%, drawdown -4.43%US.GLW Median projection 0.5, actual return -23.04%, runup -23.54%, drawdown -23.54%US.LH Median projection 0.04, actual return +2.65%, runup +2.61%, drawdown -2.61%US.APH Median projection 0.46, actual return -5.39%, runup -5.85%, drawdown -5.85%US.FFIV Median projection 0.26, actual return +0.74%, runup +0.48%, drawdown -0.48%US.ZBRA Median projection 0.56, actual return +2.67%, runup +2.11%, drawdown -2.11%US.LRCX Median projection 0.52, actual return -19.18%, runup -19.70%, drawdown -19.70%US.MKC Median projection 0.02, actual return -1.30%, runup -1.32%, drawdown -1.32%US.GIS Median projection -0.08, actual return -1.77%, runup -1.69%, drawdown -1.69%US.FDS Median projection 0.09, actual return +5.19%, runup +5.10%, drawdown -5.10%US.BRO Median projection 0.12, actual return +2.84%, runup +2.72%, drawdown -2.72%US.AJG Median projection -0.08, actual return +1.65%, runup +1.73%, drawdown -1.73%US.WTW Median projection -0.04, actual return +2.22%, runup +2.26%, drawdown -2.26%US.GPC Median projection 0.02, actual return -5.91%, runup -5.93%, drawdown -5.93%US.PGR Median projection 0.06, actual return +0.29%, runup +0.23%, drawdown -0.23%US.RMD Median projection -0.09, actual return -4.56%, runup -4.47%, drawdown -4.47%US.SCHW Median projection -0.04, actual return +1.28%, runup +1.32%, drawdown -1.32%US.ISRG Median projection 0.17, actual return -4.92%, runup -5.09%, drawdown -5.09%US.WTW Median projection 0.38, actual return +0.51%, runup +0.13%, drawdown -0.13%US.WTW Median projection 0.56, actual return -1.45%, runup -2.01%, drawdown -2.01%US.GILD Median projection 0.15, actual return -4.79%, runup -4.94%, drawdown -4.94%US.PGR Median projection 0.47, actual return -1.57%, runup -2.04%, drawdown -2.04%US.SCHW Median projection 0.51, actual return +1.17%, runup +0.66%, drawdown -0.66%US.MPC Median projection -0.04, actual return +5.77%, runup +5.81%, drawdown -5.81%US.VLO Median projection -0.12, actual return +4.56%, runup +4.68%, drawdown -4.68%US.ANET Median projection -0.17, actual return +0.06%, runup +0.23%, drawdown -0.23%US.OXY Median projection -0.11, actual return +2.28%, runup +2.39%, drawdown -2.39%US.AAPL Median projection -0.64, actual return -0.43%, runup +0.21%, drawdown -0.21%US.AES Median projection -0.38, actual return +0.48%, runup +0.86%, drawdown -0.86%US.ANET Median projection -0.52, actual return -1.15%, runup -0.63%, drawdown -0.63%US.MPC Median projection -0.28, actual return +7.09%, runup +7.37%, drawdown -7.37%US.META Median projection -0.3, actual return +1.81%, runup +2.11%, drawdown -2.11%US.BBY Median projection -0.15, actual return +3.10%, runup +3.25%, drawdown -3.25%US.VLO Median projection -1.08, actual return +4.26%, runup +5.34%, drawdown -5.34%US.CDW Median projection -0.73, actual return -9.37%, runup -8.64%, drawdown -8.64%US.DG Median projection -0.25, actual return +3.01%, runup +3.26%, drawdown -3.26%US.PSX Median projection -0.27, actual return +1.53%, runup +1.80%, drawdown -1.80%US.WRB Median projection 0.05, actual return -5.34%, runup -5.39%, drawdown -5.39%US.VLO Median projection -0.63, actual return +1.51%, runup +2.14%, drawdown -2.14%US.XYZ Median projection -0.18, actual return -3.08%, runup -2.90%, drawdown -2.90%US.BNY Median projection -0.18, actual return -3.34%, runup -3.16%, drawdown -3.16%US.MTB Median projection -0.14, actual return +0.37%, runup +0.51%, drawdown -0.51%US.PYPL Median projection -0.18, actual return +2.34%, runup +2.52%, drawdown -2.52% Bucket avg Median projection -0.2, actual return +0.71%, n 59Bucket avg Median projection 0.5, actual return -1.70%, n 61 Corr -0.33 R² 10.6% n 120 Median projection return Actual return

X = Median projection return. Y = actual return. Solid line = linear trend. Orange line = bucket average. Checked: 120 · Pending: 0 · Avg: -0.52%

Best setting 3D · n=500: median projection vs forecast error

-2 0 2 -24.00% 0.00% +14.00% US.FDS Median projection 0.9, forecast error -6.74%, runup -6.74%, drawdown -6.74%US.MGM Median projection 0.81, forecast error -6.24%, runup -6.24%, drawdown -6.24%US.CDNS Median projection 1.08, forecast error -1.68%, runup -1.68%, drawdown -1.68%US.ORCL Median projection 1.73, forecast error -6.49%, runup -6.49%, drawdown -6.49%US.MRVL Median projection 1.72, forecast error -11.12%, runup -11.12%, drawdown -11.12%US.IBM Median projection 1.59, forecast error -15.07%, runup -15.07%, drawdown -15.07%US.FCX Median projection 0.42, forecast error -12.06%, runup -12.06%, drawdown -12.06%US.COHR Median projection 1.69, forecast error -13.38%, runup -13.38%, drawdown -13.38%US.MRVL Median projection 1.72, forecast error -5.96%, runup -5.96%, drawdown -5.96%US.KLAC Median projection 1.47, forecast error -2.27%, runup -2.27%, drawdown -2.27%US.URI Median projection -0.01, forecast error +2.61%, runup +2.61%, drawdown -2.61%US.APTV Median projection 1.11, forecast error -10.91%, runup -10.91%, drawdown -10.91%US.MDT Median projection -0.08, forecast error +0.14%, runup +0.14%, drawdown -0.14%US.MS Median projection 0.1, forecast error -3.77%, runup -3.77%, drawdown -3.77%US.GS Median projection 0.24, forecast error -5.79%, runup -5.79%, drawdown -5.79%US.FITB Median projection -0.01, forecast error +1.77%, runup +1.77%, drawdown -1.77%US.HST Median projection -0.16, forecast error -2.56%, runup -2.56%, drawdown -2.56%US.MAA Median projection -0.11, forecast error +1.74%, runup +1.74%, drawdown -1.74%US.MRVL Median projection 1.75, forecast error -5.88%, runup -5.88%, drawdown -5.88%US.COO Median projection -0.13, forecast error +0.65%, runup +0.65%, drawdown -0.65%US.CNC Median projection 0.14, forecast error -2.43%, runup -2.43%, drawdown -2.43%US.UNH Median projection -0.11, forecast error -0.14%, runup -0.14%, drawdown -0.14%US.BXP Median projection -0.18, forecast error +2.81%, runup +2.81%, drawdown -2.81%US.COO Median projection -0.2, forecast error +1.28%, runup +1.28%, drawdown -1.28%US.SJM Median projection -0.14, forecast error +3.79%, runup +3.79%, drawdown -3.79%US.CNC Median projection -0.13, forecast error -1.41%, runup -1.41%, drawdown -1.41%US.KIM Median projection -0.21, forecast error +3.07%, runup +3.07%, drawdown -3.07%US.COO Median projection -0.12, forecast error -0.96%, runup -0.96%, drawdown -0.96%US.CASY Median projection 0.26, forecast error -4.98%, runup -4.98%, drawdown -4.98%US.CAH Median projection -0.31, forecast error +4.98%, runup +4.98%, drawdown -4.98%US.SJM Median projection -0.15, forecast error -0.80%, runup -0.80%, drawdown -0.80%US.USB Median projection -0.02, forecast error +1.75%, runup +1.75%, drawdown -1.75%US.SNDK Median projection 0.71, forecast error +5.14%, runup +5.14%, drawdown -5.14%US.GD Median projection -0.25, forecast error +1.71%, runup +1.71%, drawdown -1.71%US.KIM Median projection 0, forecast error -2.52%, runup -2.52%, drawdown -2.52%US.LRCX Median projection 0.68, forecast error +1.20%, runup +1.20%, drawdown -1.20%US.WSM Median projection -0.36, forecast error -0.71%, runup -0.71%, drawdown -0.71%US.CCL Median projection -0.53, forecast error +3.03%, runup +3.03%, drawdown -3.03%US.SNDK Median projection 0.82, forecast error -1.90%, runup -1.90%, drawdown -1.90%US.JBL Median projection 1.02, forecast error -3.58%, runup -3.58%, drawdown -3.58%US.CCL Median projection -0.28, forecast error +2.77%, runup +2.77%, drawdown -2.77%US.WDC Median projection 0.52, forecast error +13.66%, runup +13.66%, drawdown -13.66%US.RCL Median projection -0.14, forecast error -0.23%, runup -0.23%, drawdown -0.23%US.STX Median projection 0.43, forecast error +4.62%, runup +4.62%, drawdown -4.62%US.STX Median projection 0.54, forecast error +5.54%, runup +5.54%, drawdown -5.54%US.WDC Median projection 0.29, forecast error +7.28%, runup +7.28%, drawdown -7.28%US.GE Median projection -0.22, forecast error +1.18%, runup +1.18%, drawdown -1.18%US.MRNA Median projection 0.06, forecast error +7.06%, runup +7.06%, drawdown -7.06%US.MRNA Median projection -0.13, forecast error -1.16%, runup -1.16%, drawdown -1.16%US.HWM Median projection -0.24, forecast error -2.62%, runup -2.62%, drawdown -2.62%US.HOOD Median projection 0.05, forecast error -1.90%, runup -1.90%, drawdown -1.90%US.GE Median projection -0.33, forecast error +0.17%, runup +0.17%, drawdown -0.17%US.GWW Median projection -0.11, forecast error -1.56%, runup -1.56%, drawdown -1.56%US.MRNA Median projection 0.05, forecast error -5.58%, runup -5.58%, drawdown -5.58%US.WDC Median projection 0.45, forecast error -14.17%, runup -14.17%, drawdown -14.17%US.Q Median projection 0.26, forecast error -6.33%, runup -6.33%, drawdown -6.33%US.GLW Median projection 0.55, forecast error +8.11%, runup +8.11%, drawdown -8.11%US.Q Median projection 0.49, forecast error -5.13%, runup -5.13%, drawdown -5.13%US.CAT Median projection 0.01, forecast error +3.39%, runup +3.39%, drawdown -3.39%US.FIX Median projection 0.17, forecast error -2.54%, runup -2.54%, drawdown -2.54%US.AEP Median projection 0.12, forecast error +3.58%, runup +3.58%, drawdown -3.58%US.USB Median projection 0.22, forecast error +1.21%, runup +1.21%, drawdown -1.21%US.TRV Median projection -0.07, forecast error +3.35%, runup +3.35%, drawdown -3.35%US.ABBV Median projection 0.05, forecast error +7.87%, runup +7.87%, drawdown -7.87%US.MTD Median projection -0.02, forecast error +4.64%, runup +4.64%, drawdown -4.64%US.UAL Median projection 0.24, forecast error +3.32%, runup +3.32%, drawdown -3.32%US.PHM Median projection -0.09, forecast error +1.73%, runup +1.73%, drawdown -1.73%US.EXPE Median projection 0.27, forecast error +0.92%, runup +0.92%, drawdown -0.92%US.GLW Median projection 0.52, forecast error +11.51%, runup +11.51%, drawdown -11.51%US.ABBV Median projection -0.14, forecast error +3.64%, runup +3.64%, drawdown -3.64%US.TECH Median projection 0.26, forecast error -0.33%, runup -0.33%, drawdown -0.33%US.MTD Median projection -0.16, forecast error +2.90%, runup +2.90%, drawdown -2.90%US.UBER Median projection -0.11, forecast error -4.54%, runup -4.54%, drawdown -4.54%US.AEE Median projection -0.12, forecast error -5.06%, runup -5.06%, drawdown -5.06%US.ABBV Median projection -0.24, forecast error -0.66%, runup -0.66%, drawdown -0.66%US.PGR Median projection -0.25, forecast error +0.68%, runup +0.68%, drawdown -0.68%US.TPL Median projection 0.25, forecast error -3.29%, runup -3.29%, drawdown -3.29%US.PANW Median projection 0.41, forecast error +4.43%, runup +4.43%, drawdown -4.43%US.GLW Median projection 0.5, forecast error -23.54%, runup -23.54%, drawdown -23.54%US.LH Median projection 0.04, forecast error +2.61%, runup +2.61%, drawdown -2.61%US.APH Median projection 0.46, forecast error -5.85%, runup -5.85%, drawdown -5.85%US.FFIV Median projection 0.26, forecast error +0.48%, runup +0.48%, drawdown -0.48%US.ZBRA Median projection 0.56, forecast error +2.11%, runup +2.11%, drawdown -2.11%US.LRCX Median projection 0.52, forecast error -19.70%, runup -19.70%, drawdown -19.70%US.MKC Median projection 0.02, forecast error -1.32%, runup -1.32%, drawdown -1.32%US.GIS Median projection -0.08, forecast error -1.69%, runup -1.69%, drawdown -1.69%US.FDS Median projection 0.09, forecast error +5.10%, runup +5.10%, drawdown -5.10%US.BRO Median projection 0.12, forecast error +2.72%, runup +2.72%, drawdown -2.72%US.AJG Median projection -0.08, forecast error +1.73%, runup +1.73%, drawdown -1.73%US.WTW Median projection -0.04, forecast error +2.26%, runup +2.26%, drawdown -2.26%US.GPC Median projection 0.02, forecast error -5.93%, runup -5.93%, drawdown -5.93%US.PGR Median projection 0.06, forecast error +0.23%, runup +0.23%, drawdown -0.23%US.RMD Median projection -0.09, forecast error -4.47%, runup -4.47%, drawdown -4.47%US.SCHW Median projection -0.04, forecast error +1.32%, runup +1.32%, drawdown -1.32%US.ISRG Median projection 0.17, forecast error -5.09%, runup -5.09%, drawdown -5.09%US.WTW Median projection 0.38, forecast error +0.13%, runup +0.13%, drawdown -0.13%US.WTW Median projection 0.56, forecast error -2.01%, runup -2.01%, drawdown -2.01%US.GILD Median projection 0.15, forecast error -4.94%, runup -4.94%, drawdown -4.94%US.PGR Median projection 0.47, forecast error -2.04%, runup -2.04%, drawdown -2.04%US.SCHW Median projection 0.51, forecast error +0.66%, runup +0.66%, drawdown -0.66%US.MPC Median projection -0.04, forecast error +5.81%, runup +5.81%, drawdown -5.81%US.VLO Median projection -0.12, forecast error +4.68%, runup +4.68%, drawdown -4.68%US.ANET Median projection -0.17, forecast error +0.23%, runup +0.23%, drawdown -0.23%US.OXY Median projection -0.11, forecast error +2.39%, runup +2.39%, drawdown -2.39%US.AAPL Median projection -0.64, forecast error +0.21%, runup +0.21%, drawdown -0.21%US.AES Median projection -0.38, forecast error +0.86%, runup +0.86%, drawdown -0.86%US.ANET Median projection -0.52, forecast error -0.63%, runup -0.63%, drawdown -0.63%US.MPC Median projection -0.28, forecast error +7.37%, runup +7.37%, drawdown -7.37%US.META Median projection -0.3, forecast error +2.11%, runup +2.11%, drawdown -2.11%US.BBY Median projection -0.15, forecast error +3.25%, runup +3.25%, drawdown -3.25%US.VLO Median projection -1.08, forecast error +5.34%, runup +5.34%, drawdown -5.34%US.CDW Median projection -0.73, forecast error -8.64%, runup -8.64%, drawdown -8.64%US.DG Median projection -0.25, forecast error +3.26%, runup +3.26%, drawdown -3.26%US.PSX Median projection -0.27, forecast error +1.80%, runup +1.80%, drawdown -1.80%US.WRB Median projection 0.05, forecast error -5.39%, runup -5.39%, drawdown -5.39%US.VLO Median projection -0.63, forecast error +2.14%, runup +2.14%, drawdown -2.14%US.XYZ Median projection -0.18, forecast error -2.90%, runup -2.90%, drawdown -2.90%US.BNY Median projection -0.18, forecast error -3.16%, runup -3.16%, drawdown -3.16%US.MTB Median projection -0.14, forecast error +0.51%, runup +0.51%, drawdown -0.51%US.PYPL Median projection -0.18, forecast error +2.52%, runup +2.52%, drawdown -2.52% Bucket avg Median projection -0.2, forecast error +0.92%, n 59Bucket avg Median projection 0.5, forecast error -2.21%, n 61 Corr -0.41 R² 16.6% n 120 Median projection return Actual - median

X = Median projection return. Y = actual - median. Solid line = linear trend. Orange line = bucket average. Checked: 120 · Pending: 0 · Avg: -0.67%

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 500 2.86% 4.02% -0.67% 47.5% 120 2.819
#2 3D 320 2.98% 4.05% -0.67% 45.8% 120 2.893
#3 3D 240 2.97% 4.06% -0.73% 45% 120 2.903
#4 3D 40 2.84% 4.24% -0.82% 39.2% 120 2.929
#5 3D 80 2.93% 4.17% -0.88% 45.8% 120 2.942
#6 3D 120 2.98% 4.13% -0.82% 46.7% 120 2.942
#7 3D 160 3.02% 4.08% -0.81% 45% 120 2.947
#8 5D 500 3.76% 5.49% -1.53% 48.3% 116 3.91
#9 5D 240 3.76% 5.51% -1.58% 53.4% 116 3.912
#10 5D 320 3.85% 5.47% -1.54% 51.7% 116 3.941
#11 5D 40 3.61% 5.87% -1.28% 44% 116 3.942
#12 5D 120 3.85% 5.58% -1.57% 52.6% 116 3.982
#13 5D 160 3.94% 5.6% -1.61% 50.9% 116 4.044
#14 5D 80 3.87% 5.73% -1.52% 48.3% 116 4.048
#15 10D 500 4.81% 7.36% -2.41% 47.9% 96 5.223
#16 10D 320 4.81% 7.4% -2.59% 51% 96 5.256
#17 10D 160 5% 7.48% -2.70% 54.2% 96 5.388
#18 10D 240 5.12% 7.46% -2.68% 52.1% 96 5.443
#19 10D 80 5.07% 7.73% -2.80% 51% 96 5.533
#20 10D 40 5.05% 7.74% -2.82% 46.9% 96 5.54
#21 10D 120 5.16% 7.65% -2.84% 51% 96 5.556
#22 15D 500 7.26% 10.34% -6.20% 52.6% 76 8.047
#23 15D 320 7.35% 10.85% -6.82% 50% 76 8.371
#24 15D 240 7.63% 11.29% -7.18% 47.4% 76 8.725
#25 15D 120 7.02% 11.89% -7.81% 44.7% 76 8.731
#26 15D 160 7.38% 11.84% -7.67% 43.4% 76 8.876
#27 15D 80 7.21% 12.4% -8.26% 40.8% 76 9.082
#28 15D 40 7.38% 13.04% -8.50% 43.4% 76 9.421
#29 20D 500 8.69% 11.89% -9.48% 50% 56 9.804
#30 20D 320 8.49% 12.68% -10.24% 48.2% 56 10.099