sampleBxy {EDISON}

Sample regression coefficients.

Description

This function samples the regression coefficients given the current state of the MCMC simulation.

Usage

sampleBxy(xi, y, Sig2, delta2)

Arguments

xi

Response data.

y

Target data.

Sig2

Sigma squared.

delta2

Signal-to-noise hyperparameter.

Value

The regression parameters.

Author(s)

Sophie Lebre

References

For details of the regression model, see:

Dondelinger et al. (2012), "Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure", Machine Learning.