Principles and analytical tools for reconstruction of probabilistic dependency structures in special class

• Date: 2018
• Main Author: Balabanov, O.S.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2018
• Subjects: dependence structure recovery; mono-flow graph; unconditional dependence; empirical manifestation of dependence; empirical resolutions of edge identification; UDC 004.855:519.216
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/225
• Journal Title: Problems in programming

We examine a problem of reconstruction of dependency structure from data. It is assumed that model structure belongs to class of "mono-flow" graphs, which is a subclass of acyclonic digraph (known as DAGs) and is super-class relatively to the poly-trees. Properties of the mono-flow...