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Methodology

ATA vs FRO

Atalanta (home) vs Frosinone · model confidence 74% · pregame locked (10-25 · FT 4-4 ) · lineup adj ×0.94 / ×0.95

Probabilities below are the pregame model (ratings as they stood before kickoff) — the same numbers used on Fixtures and Over 2.5 calibration. They are not recomputed with today’s live ratings.

Match Outcome

ATA win 55.3% fair 1.81
Draw 23.7% fair 4.23
FRO win 21.1% fair 4.75

Probabilities are shrunk toward the league prior because rating confidence is medium (limited sample / squad uncertainty). Raw model: 57.7% / 23.1% / 19.2%.

Expected Goals

ATA 1.79 — 0.93 FRO

Starting-XI ADJ applied to expected goals (not a permanent rating change): ATA ×0.942 (matched 8), FRO ×0.951 (matched 11). Clamp 0.90–1.10, α=0.5.

Over 2.5 goals51.0%fair 1.96
Under 2.5 goals49.0%fair 2.04
Both teams to score50.3%fair 1.99

Most Likely Scores

ATA 1-0 FRO11.8%
ATA 1-1 FRO11.0%
ATA 2-0 FRO10.6%
ATA 2-1 FRO9.8%
ATA 0-0 FRO6.6%

Scoreline Matrix

012345+
0 6.6 6.1 2.8 0.9 0.2 0.0
1 11.8 11.0 5.1 1.6 0.4 0.1
2 10.6 9.8 4.5 1.4 0.3 0.1
3 6.3 5.9 2.7 0.8 0.2 0.0
4 2.8 2.6 1.2 0.4 0.1 0.0
5+ 1.4 1.3 0.6 0.2 0.0 0.0

Rows: ATA goals · Columns: FRO goals · Cell values in %. Low scorelines carry the Dixon-Coles correction (rho = -0.10).

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