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Energy Economics, ISSN 0140-9883, 01/2018, Volume 69, pp. 79 - 88
This study investigates the impacts of driving factors for natural gas prices during the period from 1999 to 2017. A data-driven approach, namely the directed... 
Causal relationship | Directed acyclic graph | Driving factors | Cointegration | Natural gas | MARKETS | REVOLUTION | CRUDE-OIL | ECONOMICS | Prices and rates | Gas industry
Journal Article
Statistics and Computing, ISSN 0960-3174, 1/2017, Volume 27, Issue 1, pp. 55 - 78
Journal Article
Nephrology, dialysis, transplantation, ISSN 0931-0509, 2015, Volume 30, Issue 9, pp. 1418 - 1423
Since confounding obscures the real effect of the exposure, it is important to adequately address confounding for making valid causal inferences from... 
Confounding | directed acyclic graph | epidemiology | causal | DAGs | ESRD | confounding | BIAS | UROLOGY & NEPHROLOGY | ASSOCIATION | TRANSPLANTATION | Computer Graphics | Data Interpretation, Statistical | Algorithms | Confounding Factors (Epidemiology) | Epidemiologic Methods | Humans
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2013, Volume 41, Issue 2, pp. 536 - 567
Journal Article
Bernoulli, ISSN 1350-7265, 11/2018, Volume 24, Issue 4A, pp. 2429 - 2460
We consider a new recursive structural equation model where all variables can be written as max-linear function of their parental node variables and... 
Directed acyclic graph | Graphical model | Max-linear model | Path analysis | Structural equation model | Minimal representation | path analysis | max-linear model | graphical model | minimal representation | directed acyclic graph | STATISTICS & PROBABILITY | structural equation model
Journal Article
Epidemiology, ISSN 1044-3983, 9/2007, Volume 18, Issue 5, pp. 561 - 568
Journal Article
Journal Article
Psychological Medicine, ISSN 0033-2917, 02/2019, Volume 49, Issue 3, pp. 388 - 395
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 2019, pp. 1 - 16
Journal Article
International Journal of Control, ISSN 0020-7179, 01/2015, Volume 88, Issue 1, pp. 123 - 137
In this paper, a hierarchical PO-MOESP subspace identification algorithm for directed acyclic graphs (DAGs) is presented. The state of every node and the... 
subspace-identification | structure detection | directed acyclic graphs | PO-MOESP | RQ factorisation | BAYESIAN NETWORKS | SYSTEMS | ALGORITHMS | TOTAL LEAST-SQUARES | DISCOVERY | AUTOMATION & CONTROL SYSTEMS | Graphs | Algorithms | Computer simulation | Interconnection | Multilevel | Projection | Topology | Subspaces
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 07/2016, Volume 111, Issue 515, pp. 1004 - 1019
Graphical models are a popular approach to find dependence and conditional independence relationships between gene expressions. Directed acyclic graphs (DAGs)... 
Neighborhood selection | Probabilistic graphical model | Structure equation model | Directed acyclic graphs | Lasso estimation | REGRESSION | LEARNING BAYESIAN NETWORKS | STATISTICS & PROBABILITY | MODEL | PENALIZED LIKELIHOOD | COMBINATION | VARIABLE SELECTION | REGULATORY NETWORKS | EXPRESSION | Graphs | Mathematical models | Algorithms | Genes
Journal Article
Journal Article
Biometrics, ISSN 0006-341X, 09/2016, Volume 72, Issue 3, pp. 791 - 803
Journal Article
Information Processing Letters, ISSN 0020-0190, 09/2016, Volume 116, Issue 9, pp. 564 - 568
We call a topological ordering of a weighted directed acyclic graph non-negative if the sum of weights on the vertices in any prefix of the ordering is... 
Topological ordering | Directed acyclic graph | Graph Algorithms | COMPUTER SCIENCE, INFORMATION SYSTEMS
Journal Article
Theory of Computing Systems, ISSN 1432-4350, 11/2015, Volume 57, Issue 4, pp. 1322 - 1371
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 1/2010, Volume 72, Issue 1, pp. 111 - 127
Formal rules governing signed edges on causal directed acyclic graphs are described and it is shown how these rules can be useful in reasoning about causality.... 
Descendants | Mathematical monotonicity | Population growth | Reactivity | Covariance | Directed acyclic graphs | Histamine H1 antagonists | Inference | Artificial intelligence | Asthma | Causal inference | Confounding | Structural equations | Bias | DIAGRAMS | INDEPENDENCE | STATISTICS & PROBABILITY | EMPIRICAL-RESEARCH | NETWORKS | Public health | Studies | Causality | Statistical methods
Journal Article
Journal of the ACM (JACM), ISSN 0004-5411, 12/2007, Volume 54, Issue 6, pp. 27 - es
Journal Article