Fraud Detection in Real-Time with Graphs
On 14 Feb, 2023 By admin 0 Comments
Graphs
The Causal Foundations of Structural Equation Modeling
On 1 Oct, 2021 By admin 0 Comments
June, 2021
Abstract
Eight Myths About Causality and Structural Equation Models
On 5 Nov, 2020 By admin 0 Comments
Graphoids over Counterfactuals
On 8 Mar, 2020 By admin 0 Comments
September, 2014
Abstract
Augmenting the graphoid axioms with three additional rules enables us to handle independencies among observed as well as counterfactual variables. The augmented set of axioms facilitates the derivation of testable implications and ignorability conditions whenever modeling assumptions are articulated in the language of counterfactuals.
Graphical Tools for Linear Structural Equation Modeling
On 2 Sep, 2019 By admin 0 Comments
July, 2015
Abstract
This paper surveys graphical tools developed in the past three decades that are applicable to linear structural equation models (SEMs). These tools permit researchers to answer key research questions by simple path-tracing rules, even for highly complex models. They include parameter identification, causal effect identification, regressor selection, selecting instrumental variables, finding testable implications of a given model, identifying equivalent models and estimating counterfactual relationships.
Graphs, Causality and Structural Equation Models
On 21 Aug, 2019 By admin 0 Comments
Using a Graph Database to Power the Internet of Things
On 28 Jun, 2014 By admin 0 Comments
Fraud Detection in Real-Time with Graphs
On 28 Jun, 2014 By admin 0 Comments
A Resampling Technique for Relational Data Graphs
On 5 Feb, 2014 By admin 0 Comments
Mining Massive Graphs for Telecommunication Applications
On 30 Jan, 2014 By admin 0 Comments