SimpleSBM_fit_withCov function

This internal class is designed to adjust a binary Stochastic Block Model in the context of missSBM.

This internal class is designed to adjust a binary Stochastic Block Model in the context of missSBM.

This internal class is designed to adjust a binary Stochastic Block Model in the context of missSBM.

Details

It is not designed not be call by the user

Super classes

sbm::SBM -> sbm::SimpleSBM -> missSBM::SimpleSBM_fit -> SimpleSBM_fit_withCov

Active bindings

• imputation: the matrix of imputed values

• vExpec: double: variational approximation of the expectation complete log-likelihood

• vExpec_corrected: double: variational approximation of the expectation complete log-likelihood with correction to be comparable with MNAR criteria

Methods

Public methods

• list("SimpleSBM_fit_withCov$update_parameters()")

• list("SimpleSBM_fit_withCov$update_blocks()")

• list("SimpleSBM_fit_withCov$clone()")

Method update_parameters()

update parameters estimation (M-step)

Usage

SimpleSBM_fit_withCov$update_parameters(...)

Arguments

• ...: use for compatibility

• control: a list to tune nlopt for optimization, see documentation of nloptr

Method update_blocks()

update variational estimation of blocks (VE-step)

Usage

SimpleSBM_fit_withCov$update_blocks(...)

Arguments

• ...: use for compatibility

Method clone()

The objects of this class are cloneable with this method.

Usage

SimpleSBM_fit_withCov$clone(deep = FALSE)

Arguments

• deep: Whether to make a deep clone.