On the number and size of Markov equivalence classes of random directed acyclic graphs
In causal inference on directed acyclic graphs, the orientation of edges is in general only recovered up to Markov equivalence classes. We study Markov equivalence classes of uniformly random directed acyclic graphs.
Schmid, Dominik, Sly, Allan
core
HySE: A Force‐Directed Layout Algorithm for Directed and Mixed Graphs
We present HySE, a novel graph layout algorithm for mixed graphs combining directed and undirected components. Using a holistic spring embedder approach, HySE unifies hierarchical and force‐directed aesthetics, supports non‐uniform node sizes, and performs comparably to state‐of‐the‐art algorithms.
Ugur Dogrusoz, Hamza Islam, Hasan Balci
wiley +1 more source
Integer programming for learning directed acyclic graphs from nonidentifiable Gaussian models. [PDF]
Xu T +3 more
europepmc +1 more source
Phasertng: directed acyclic graphs for crystallographic phasing. [PDF]
McCoy AJ +6 more
europepmc +1 more source
Survey on Compositional 3D Indoor Scene Generation
This survey provides a comprehensive overview of compositional 3D indoor scene generation, introducing a unified framework for categorizing existing methods, comparing their strengths and limitations and identifying key challenges and future research directions.
H. I. I. Tam +7 more
wiley +1 more source
Constructing Directed Acyclic Graphs (DAGs) to Inform Tobacco Cessation Intervention Research: A Methodological Extension Using Evidence Synthesis. [PDF]
Sultana S, Patel N, Inungu J.
europepmc +1 more source
ABSTRACT Objective To compare ⌀3.3 mm and ⌀4.1 mm hydrophilic titanium‐zirconium implants supporting fixed dental prostheses (FDPs) in mandibular distal‐extension situations among participants with varying degrees of hyperglycaemia. Materials and Methods Participants were stratified according to HbA1c (5.8%–< 7.0% vs.
Supriya Ebenezer +4 more
wiley +1 more source
On the current and future potential of simulations based on directed acyclic graphs. [PDF]
Breitling LP +3 more
europepmc +1 more source
Maternal depression as a mediator of preterm birth and child development
Abstract Aim To assess the causal pathway between preterm birth and infant neurodevelopmental delay, with maternal depression as the mediator using a counterfactual mediation framework. Method A prospective cohort of 1253 mother–infant pairs were enrolled and followed up until 6 months in Nepal.
Ashish KC +5 more
wiley +1 more source
Construction and Application of Directed Acyclic Graphs in Leading Medical Journals.
Deng G, Du J.
europepmc +1 more source

