scholarly journals Structure Learning Using a Focused Information Criterion in Graphical Models

2012 ◽  
Author(s):  
Eugen Pircalabelu ◽  
Gerda Claeskens ◽  
Lourens Waldorp
Keyword(s):  
Graphical Models ◽  
Structure Learning ◽  
Information Criterion ◽  
Focused Information Criterion

scholarly journals A focused information criterion for graphical models

2014 ◽  
Vol 25 (6) ◽  
pp. 1071-1092 ◽  
Author(s):  
Eugen Pircalabelu ◽  
Gerda Claeskens ◽  
Lourens Waldorp
Keyword(s):  
Graphical Models ◽  
Information Criterion ◽  
Focused Information Criterion

scholarly journals A focused information criterion for graphical models in fMRI connectivity with high-dimensional data

2015 ◽  
Vol 9 (4) ◽  
pp. 2179-2214 ◽  
Author(s):  
Eugen Pircalabelu ◽  
Gerda Claeskens ◽  
Sara Jahfari ◽  
Lourens J. Waldorp
Keyword(s):  
Graphical Models ◽  
High Dimensional Data ◽  
Information Criterion ◽  
High Dimensional ◽  
Focused Information Criterion

scholarly journals Bayesian Structure Learning in Sparse Gaussian Graphical Models

2015 ◽  
Vol 10 (1) ◽  
pp. 109-138 ◽  
Author(s):  
A. Mohammadi ◽  
E. C. Wit
Keyword(s):  
Graphical Models ◽  
Structure Learning ◽  
Gaussian Graphical Models
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