El ColegiadoData on refereeing in the Liga

Soto Grado × Athletic Bilbao

11 matches of Athletic Bilbao refereed by César Soto Grado, from 2020-21 to 2025-26.

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Athletic Bilbao

Soto Grado

Athletic Bilbao

inconclusivesmall sample

Inconclusive does not mean "no effect": with 11 matches, only a deviation of about ±1.57 points per match could have been detected.

Record

11matches

7 W2 D2 L

Points − expected points

+3.8pts over 11 matches

23 points obtained for 19.2 expected from the odds, i.e. +0.344 per match.

Points distribution from the odds

If only the odds mattered, over these 11 matches

Points obtained

23

Expected (odds)

19.2

Deviation

+3.8

two-sided p

0.43

Expected 19.2 ± 4.1 pts · probability of a deviation at least this large, in either direction: 43%.

For / against, per match

Athletic Bilbao against its opponents, with Soto Grado

0.27
Penalties won
0.09
2.55
Yellows received
2.27
0.09
Reds received
0.09
13.9
Fouls called against
11.8

Tests on the 5 measures

Deviation per match, raw p and corrected q (Benjamini-Hochberg, all pairs)

MeasureDeviationpqVerdict
Points − expected+0.3440.421.00inconclusive
Penalty balance+0.1290.511.00inconclusive
Red-card balance+0.0051.001.00inconclusive
Yellow-card balance−0.5930.311.00inconclusive
Foul balance−0.8800.610.98inconclusive

Appointments

The club's matches assigned to this referee, observed vs expected

Observed

10

Expected

12.3

p / q

0.64 / 1.00

inconclusive Seasons without a known referee for every match are not counted.

Matches per season

Number of matches (bars) and the season's points − expected deviation (hover)

Matches

The 11 matches

From Athletic Bilbao's point of view.

Loading 11 matches…

11 matches · data file: /data/paires/soto-grado/athletic-club.json