What is the Bias Score and how is it calculated?

The Bias Score compares a team's win rate under a specific referee to their baseline win rate (45%). A negative score suggests the team performs worse than average under that referee.

What sample size is considered reliable?

We recommend at least 5 games for initial patterns and 10+ games for high confidence.

← Back to Home•View All Teams for J Singh →•View All Referees for Stockport →

🧑‍⚖️ Referee Analysis⚠️ BIAS DETECTED

J SinghvsStockport

Analysis based on 6 matches since 2000

* Note: Detailed card statistics for matches before 2005 may be incomplete.

Wins

Draws

Losses

When J Singh officiates Stockport matches, the statistics reveal a severe negative pattern. Based on 6 matches spanning multiple seasons, our comprehensive analysis shows Stockport achieves a 16.7% win rate under J Singh, compared to the 45% baseline expected for teams at this level. This negative 28.3 percentage point difference suggests a meaningful pattern worth examining. The data includes detailed card statistics, match outcomes, and historical trends to provide football fans, bettors, and analysts with evidence-based insights into this referee-team dynamic.

🚨STRONG BIAS DETECTED

🚨 STRONG BIAS DETECTED

This referee has a significantly negative history with this team. Win rate is severely below average.

Bias Score

-28.3%

Matches Analyzed

⚠️

Notable Negative Pattern

With a bias score of -28.3%, this ranks among the more significant negative patterns in our database. Over 6 matches, Stockport has won 28 percentage points fewer games than expected. For bettors and fantasy managers, this historical trend suggests extra caution when J Singh is appointed.

The Bias Meter™

Bias Level-28.3%

Bias AgainstNeutralFavorable

Match History

6 matches under this referee

Date	Opponent	Score	Result	Cards	Division
21 Mar 2009	Northampton(A)	0 - 4	LOSS	🟨 1	League One
20 Jan 2007	Peterboro(A)	3 - 0	WIN	🟨 2	League Two
17 Nov 2006	Chester(A)	1 - 1	DRAW	🟨 3	League Two
15 Oct 2005	Shrewsbury(A)	2 - 2	DRAW	🟨 2🟥 1	League Two
30 Apr 2005	Wrexham(H)	1 - 4	LOSS	🟨 1	League One
12 Mar 2005	Colchester(H)	1 - 2	LOSS	🟨 1	League One

Frequently Asked Questions

Detailed Statistics

Win Rate (Under Ref)16.7%

Baseline Win Rate45%

Bias Score-28.3%

Cards for Stockport

🟨 Yellows / Game1.67

🟥 Reds / Game0.17

Cards for Opponents

🟨 Opp Yellows / Game1.00

🟥 Opp Reds / Game0.00

💰

Betting Outlook

TIPSTER INSIGHT

🟥

RED CARD RISK

Red card frequency: 0.17 per game

Higher than average dismissal rate in this matchup.

⚠️ This is statistical analysis, not betting advice. Gamble responsibly.

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