Effective connectivity of fMRI data using ancestral graph theory: Dealing with missing regions

► Modeling effective connectivity using trial-by-trial variation. ► Effective and functional connectivity in a single network. ► Detecting whether a connection is the result of unobserved neural systems. ► Random effects model of networks of single subjects. ► Hypothesis testing on connection coefficients between conditions.