Deviance Information Criterion (DIC)

Calculate DIC for EDINA models.

DIC(object, ...)

# S3 method for edina
DIC(object, ...)

Arguments

object	An edina object
...	Not used.

Value

The DIC value of the given model.

DIC Computation Procedure

\(DIC = -2\left({\log p\left( {\mathbf{y}| \mathbf{\hat{\theta}} } \right) - 2\left( {\log p\left( {\mathbf{y}| \mathbf{\hat{\theta}} } \right) - \frac{1}{N}\sum\limits_{n = 1}^N {\log p\left( {\mathbf{y}|{\mathbf{\theta} _s}} \right)} } \right)} \right)\)

See also

PPP.edina(), BIC.edina()