PyBalance
Getting Started
Introduction
Installation instructions
Demos
Matching Data
Balance Calculators
Propensity Score Matcher
Genetic Matcher
Constraint Satisfaction Matcher
Cardinality matching
API
API documentation
License & Help
License
Help
PyBalance
Demos
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Demos
Demos
Matching Data
Initializing MatchingData
Exploring MatchingData
Visualizing MatchingData
Balance Calculators
Fit Balance Calculator
Balance between pool and target
Balance between subset of pool and target
Balance between several subsets simultaneously
Basic Genetic Optimizer
Propensity Score Matcher
Optimize Beta (Mean Absolute SMD)
Improve upon PropensityScoreMatcher solution with ConstraintSatisfactionMatcher
Genetic Matcher
Optimize Beta (Mean Absolute SMD)
Optimize Beta^2
Optimize Gamma (Area Between CDFs)
Constraint Satisfaction Matcher
Optimize Beta (Mean Absolute SMD)
Optimize Beta With Cross Terms Added
Optimize Gamma (Area Between CDFs)
Cardinality matching
Optimize pool size with balance constraint
Optimize balance with size and balance constraints
Optimize balance without balance constraint