Take all components to be centered and let their marginal variances be . A linear structural equation model is
where are mutually independent and the are identically distributed. The causal directed acyclic graph has arrows
For monozygotic twins, set with ; the genetic cause is completely shared. For dizygotic twins, one explicit construction is
where are independent with variance . Then both additive genetic terms have variance , while their covariance is and their correlation coefficient is . In a fuller graph, the shared points to both genetic components and the unique points only to its own component.