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Market Mechanics
Model-Based Betting
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L1 Casual
L2 Informed
L3 Sharp
L4 Professional
30 skills
Model-Based Betting
(8)
Bayesian Statistical Modeling
Model-Based Betting
L3
1 prereq
Effect Identification
Model-Based Betting
L2
1 prereq
Model Building & Combination
Model-Based Betting
L3
1 prereq
Model Validation & Override
Model-Based Betting
L3
2 prereqs
Strategy & Environment Routing
Model-Based Betting
L3
2 prereqs
Team Rating Drift
Model-Based Betting
L3
2 prereqs
Volatility & Distribution Shape Betting
Model-Based Betting
L4
2 prereqs
xG Interpretation
Model-Based Betting
L2
Bankroll Management
(3)
Bet Selection Discipline
Bankroll Management
L3
2 prereqs
Bet Sizing
Bankroll Management
L2
1 prereq
Record Tracking & Honest Assessment
Bankroll Management
L2
Context Integration
(8)
Coaching Change Adjustment
Context Integration
L3
1 prereq
Early Season Adjustment
Context Integration
L2
1 prereq
Fixture Congestion
Context Integration
L3
1 prereq
Home Field Advantage Monitoring
Context Integration
L3
1 prereq
Injury & Lineup Impact
Context Integration
L2
1 prereq
League-Specific Dynamics
Context Integration
L3
1 prereq
Match Context Filtering
Context Integration
L2
Style & Matchup Analysis
Context Integration
L3
2 prereqs
Variance & Discipline
(3)
Emotional Discipline
Variance & Discipline
L2
1 prereq
Information Decay & Line Movement
Variance & Discipline
L3
2 prereqs
Variance vs. Skill Decomposition
Variance & Discipline
L2
2 prereqs
Market Mechanics
(6)
Favorite-Longshot Bias
Market Mechanics
L3
1 prereq
Market Structure & Efficiency
Market Mechanics
L3
2 prereqs
Market Targeting & Competitive Strategy
Market Mechanics
L2
1 prereq
Price Shopping
Market Mechanics
L2
2 prereqs
Sportsbook Selection
Market Mechanics
L2
1 prereq
Vig Accounting & Profitability Math
Market Mechanics
L2
Outright Markets
(2)
Outright Strategy
Outright Markets
L3
2 prereqs
Tournament Betting
Outright Markets
L3
2 prereqs