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EDISON (version 1.1.1)

sampleBxy: 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.

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.