The Andersson-Madigan-Perlman (AMP) Markov property is a recently proposed alternative Markov property (AMP) for chain graphs. In the case of continuous variables with a joint multivariate Gaussian ...

Advances in machine learning, including deep learning, have propelled artificial intelligence (AI) into the public conscience and forced executives to create new business plans based on data. However, ...

For many years, social scientists have been interested in obtaining testable definitions of causality (Granger [12], Sims [28]). Recent works include those of Chamberlain [7] and Florens and Mouchart ...