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» Identifying Linear Causal Effects
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HICSS
2008
IEEE
133views Biometrics» more  HICSS 2008»
14 years 1 months ago
A Study of the Causal Relationship between IT Governance Inhibitors and Its Success in Korea Enterprises
In recent years, the emergence of the term IT Governance (ITG) has pointed to the increasing importance for business of effecting an alignment between its strategic direction and ...
Chi-Hoon Lee, Jung-Hoon Lee, Jong-Sung Park, Kap-Y...
ISCI
2008
137views more  ISCI 2008»
13 years 7 months ago
Inference of differential equation models by genetic programming
This paper describes an evolutionary method for identifying a causal model from the observed time series data. We use a system of ordinary differential equations (ODEs) as the cau...
Hitoshi Iba
JMLR
2011
187views more  JMLR 2011»
13 years 2 months ago
Robust Statistics for Describing Causality in Multivariate Time Series
A widely agreed upon definition of time series causality inference, established in the seminal 1969 article of Clive Granger (1969), is based on the relative ability of the histor...
Florin Popescu
HICSS
2007
IEEE
93views Biometrics» more  HICSS 2007»
14 years 1 months ago
Using Systems Dynamics to Explore Effects of Counterterrorism Policy
This paper suggests that the effects of counterterrorism policy on Violent Non-State Actors can be explored via systems dynamics. Specifically, we create a descriptive model of th...
Tara Leweling, Otto Sieber
CORR
2012
Springer
184views Education» more  CORR 2012»
12 years 3 months ago
Noisy-OR Models with Latent Confounding
Given a set of experiments in which varying subsets of observed variables are subject to intervention, we consider the problem of identifiability of causal models exhibiting late...
Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoy...