2021
Conditional Functional Graphical Models
Lee K, Ji D, Li L, Constable T, Zhao H. Conditional Functional Graphical Models. Journal Of The American Statistical Association 2021, 118: 257-271. PMID: 37193511, PMCID: PMC10181795, DOI: 10.1080/01621459.2021.1924178.Peer-Reviewed Original ResearchMultivariate random functionsFunctional graphical modelNew linear operatorMultivariate functional dataGraph structureConditional graphical modelGraphical modelsLinear operatorsGraphical modelingRandom functionPrecision matrixPrecision operatorCorresponding estimatorsUniform convergenceConditional graphFunctional settingGraph sizeCorrelation operatorPartial correlation matrixNonzero elementsConditioning setCorrelation matrixOperatorsGraphBrain functional connectivity networks
2018
Topology of brain functional connectivity networks in posttraumatic stress disorder
Akiki TJ, Averill CL, Wrocklage KM, Scott JC, Averill LA, Schweinsburg B, Alexander-Bloch A, Martini B, Southwick SM, Krystal JH, Abdallah CG. Topology of brain functional connectivity networks in posttraumatic stress disorder. Data In Brief 2018, 20: 1658-1675. PMID: 30364328, PMCID: PMC6195053, DOI: 10.1016/j.dib.2018.08.198.Peer-Reviewed Original ResearchPosttraumatic stress disorderPsychiatric comorbidityUS veteransClinical assessmentFunctional connectivity networksBrain functional connectivity networksStress disorderCombat exposure
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