Research note

Can we fit the player-strength coefficient instead of hand-setting it? (No)

Status: Not shipped. Negative result (2026-05-29). The hand-setBacktest date: 29 May 2026Topline + full note · 1,501 words

Topline

The player-composite differential is the lineup-aware team-strength signal the improvements roadmap §2.3 flags as the highest-leverage item in the literature. Today it enters the model only as a hand-set multiplicative log-rate offset ("Model 16"): for a fixture, Δ = α · (composite_home − composite_away) is added to home log-λ (and subtracted from away log-λ), with the single coefficient α = 0.05 chosen by the coarse 5-point grid {0, 0.005, 0.01, 0.02, 0.05}

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Can we fit the player-strength coefficient instead of hand-setting it? (No) runs 1,501 words. The Standard Pass unlocks every research note in full, plus the complete forecast and per-team and per-player ratings — valid through the tournament.

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