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Financial Return Distribution Prediction on JPM single-asset (held-out chronological test)

0.006Delta NLLAdditive
0.005240.010370.01550.02063May 6, 2026

Evaluation results

MethodLinks
AdditiveHorizon (h)=10, Number of states (N)=552026.050.006—
BackoffHorizon (h)=10, Number of states (N)=552026.050.007—
State-free (ours)Horizon (h)=10, Number of states (N)=552026.050.0160.01
State-cond (ours)Horizon (h)=10, Number of states (N)=552026.050.0250.02