El ColegiadoData on refereeing in the Liga

Soto Grado × Real Sociedad

15 matches of Real Sociedad refereed by César Soto Grado, from 2019-20 to 2025-26.

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Real Sociedad

Soto Grado

Real Sociedad

inconclusive

Inconclusive does not mean "no effect": with 15 matches, only a deviation of about ±1.34 points per match could have been detected.

Record

15matches

7 W4 D4 L

Points − expected points

+2.0pts over 15 matches

25 points obtained for 23.0 expected from the odds, i.e. +0.130 per match.

Points distribution from the odds

If only the odds mattered, over these 15 matches

Points obtained

25

Expected (odds)

23.0

Deviation

+2.0

two-sided p

0.76

Expected 23.0 ± 4.8 pts · probability of a deviation at least this large, in either direction: 76%.

For / against, per match

Real Sociedad against its opponents, with Soto Grado

0.07
Penalties won
0.00
2.40
Yellows received
2.60
0.00
Reds received
0.00
15.5
Fouls called against
12.9

Tests on the 5 measures

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

MeasureDeviationpqVerdict
Points − expected+0.1300.771.00inconclusive
Penalty balance+0.0281.001.00inconclusive
Red-card balance−0.0770.701.00inconclusive
Yellow-card balance+0.0440.981.00inconclusive
Foul balance−0.2530.881.00inconclusive

Appointments

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

Observed

14

Expected

12.3

p / q

0.70 / 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 15 matches

From Real Sociedad's point of view.

Loading 15 matches…

15 matches · data file: /data/paires/soto-grado/real-sociedad.json