Simulated 90 matches. Fitted home advantage H = 1.134 (true 1.35) Fitted rho = -0.12 Team strengths (att / def), sorted by attack: Strong FC att=1.68 def=0.53 (true att=1.60 def=0.70) Good United att=1.18 def=0.91 (true att=1.30 def=0.80) Mid City att=1.04 def=0.94 (true att=1.00 def=1.00) Average Town att=0.87 def=0.97 (true att=0.90 def=1.10) Poor Athletic att=0.76 def=1.66 (true att=0.60 def=1.50) Weak Rovers att=0.73 def=1.64 (true att=0.70 def=1.30) Sample predictions: Strong FC (H) vs Poor Athletic (A): xG 3.16-0.40 | W/D/L 89%/9%/2% (sum=1.0000) | top 3-0 Poor Athletic (H) vs Strong FC (A): xG 0.46-2.79 | W/D/L 3%/12%/85% (sum=1.0000) | top 0-2 Mid City (H) vs Average Town (A): xG 1.15-0.82 | W/D/L 42%/34%/25% (sum=1.0000) | top 0-0 Good United (H) vs Weak Rovers (A): xG 2.20-0.67 | W/D/L 71%/20%/9% (sum=1.0000) | top 2-0 Value example (Strong FC home vs Poor Athletic): model P(home)=0.893 de-vigged implied=0.724 edge=+0.169 ALL CHECKS PASSED