scholarly journals A Focused Information Criterion for Graphical Models in fMRI Connectivity with High-Dimensional Data

2015 ◽  
Author(s):  
Eugen Pircalabelu ◽  
Gerda Claeskens ◽  
Sara Jahfari ◽  
Lourens Waldorp
Keyword(s):  
Graphical Models ◽  
High Dimensional Data ◽  
Information Criterion ◽  
High Dimensional ◽  
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 Constructing Graphical Models via the Focused Information Criterion

2014 ◽  
Author(s):  
Gerda Claeskens ◽  
Eugen Pircalabelu ◽  
Lourens Waldorp
Keyword(s):  
Graphical Models ◽  
Information Criterion ◽  
Focused Information Criterion

scholarly journals A High-dimensional Focused Information Criterion

2017 ◽  
Vol 45 (1) ◽  
pp. 34-61 ◽  
Author(s):  
Thomas Gueuning ◽  
Gerda Claeskens
Keyword(s):  
Information Criterion ◽  
High Dimensional ◽  
Focused Information Criterion

scholarly journals mgm: Estimating Time-Varying Mixed Graphical Models in High-Dimensional Data

2020 ◽  
Vol 93 (8) ◽  
Author(s):  
Jonas M. B. Haslbeck ◽  
Lourens J. Waldorp
Keyword(s):  
Graphical Models ◽  
High Dimensional Data ◽  
High Dimensional ◽  
Time Varying

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
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