Using directed acyclic graphs to guide analyses of neighbourhood health effects: an introduction [PDF]
, 2008 Nancy L. Fleischer, A V D. Roux
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Directed Acyclic Graph Convolutional Networks
CoRRDirected acyclic graphs (DAGs) are central to science and engineering applications including causal inference, scheduling, and neural architecture search. In this work, we introduce the DAG Convolutional Network (DCN), a novel graph neural network (GNN) architecture designed specifically for convolutional learning from signals supported on DAGs.
Samuel Rey +2 more
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Development and application of an evidence-based directed acyclic graph to evaluate the associations between metal mixtures and cardiometabolic outcomes. [PDF]
Epidemiol Methods, 2023 Riseberg E +4 more
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Impact of Macroeconomic Policies on Agricultural Prices [PDF]
Existing empirical evidence on the impact of macroeconomic variables on agriculture remains mixed and inconclusive. This paper re-examines the dynamic relationship between monetary policy variables and agricultural prices using alternative vector ...
Awokuse, Titus O.
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A Framework for the Optimization of Complex Cyber-Physical Systems via Directed Acyclic Graph. [PDF]
Sensors (Basel), 2022 Castejón-Limas M +4 more
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Constructing Structural VAR Models with Conditional Independence Graphs [PDF]
In this paper graphical modelling is used to select a sparse structure for a multivariate time series model of New Zealand interest rates. In particular, we consider a recursive structural vector autoregressions that can subsequently be described ...
Granville Tunnicliffe Wilson +2 more
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Hierarchical multivariate directed acyclic graph autoregressive models for spatial diseases mapping. [PDF]
Stat Med, 2022 Gao L, Datta A, Banerjee S.
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Cluster-Directed Acyclic Graph Formation for IEEE 802.15.4 in Multihop Topologies
, 2012 Bogdan Pavković +2 more
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Graphical presentation of confounding in directed acyclic graphs [PDF]
, 2014 M. Suttorp +4 more
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In-hospital waiting time to surgery and functional outcomes in geriatric hip fractures: a directed acyclic graph-based preplanned analysis from a prospective multicenter cohort study. [PDF]
Int J Surg, 2023 Cai Q +12 more
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