Issue 1/2018
Causal Discovery 2017
Content (7 Articles)
Editorial
Guest Editorial: Special Issue on Causal Discovery 2017
Lin Liu, Jiuyong Li, Kun Zhang, Emre Kıcıman, Negar Kiyavash
Regular Paper
Scoring Bayesian networks of mixed variables
Bryan Andrews, Joseph Ramsey, Gregory F. Cooper
Open Access
Regular Paper
Constraint-based causal discovery with mixed data
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Correction
Correction to: Constraint-based causal discovery with mixed data
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Open Access
Regular Paper
Comparison of strategies for scalable causal discovery of latent variable models from mixed data
Vineet K. Raghu, Joseph D. Ramsey, Alison Morris, Dimitrios V. Manatakis, Peter Sprites, Panos K. Chrysanthis, Clark Glymour, Panayiotis V. Benos
Regular Paper
Fast causal inference with non-random missingness by test-wise deletion
Eric V. Strobl, Shyam Visweswaran, Peter L. Spirtes
Applications
Data-driven analysis of Bitcoin properties: exploiting the users graph
Damiano Di Francesco Maesa, Andrea Marino, Laura Ricci