Hauser, Alain; Bühlmann, Peter - In: Journal of the Royal Statistical Society Series B 77 (2015) 1, pp. 291-318
type="main" xml:id="rssb12071-abs-0001" <title type="main">Summary</title> <p>In many applications we have both observational and (randomized) interventional data. We propose a Gaussian likelihood framework for joint modelling of such different data types, based on global parameters consisting of a directed acyclic graph and...</p>