2024
Cognitive Behavioral Therapy and Lisdexamfetamine, Alone and Combined, for Binge-Eating Disorder With Obesity: A Randomized Controlled Trial.
Grilo C, Ivezaj V, Tek C, Yurkow S, Wiedemann A, Gueorguieva R. Cognitive Behavioral Therapy and Lisdexamfetamine, Alone and Combined, for Binge-Eating Disorder With Obesity: A Randomized Controlled Trial. American Journal Of Psychiatry 2024 PMID: 39659158, DOI: 10.1176/appi.ajp.20230982.Peer-Reviewed Original ResearchCognitive-behavioral therapyBinge-eating disorderEffectiveness of cognitive-behavioral therapyBinge-eating remission ratesEating-disorder psychopathologyCognitive behavioral therapyEvidence-based treatmentsRemission ratePercent weight lossHigher remission ratesBinge-eating frequencyBehavioral therapyPosttreatment assessmentLisdexamfetamineRandomized controlled trialsHeightened ratesCostly public health problemIntention-to-treat ratesFunctional impairmentWeight lossControlled trialsDisordersPosttreatmentIndividualized treatmentMixed models
2001
A multivariate generalized linear mixed model for joint modelling of clustered outcomes in the exponential family
Gueorguieva R. A multivariate generalized linear mixed model for joint modelling of clustered outcomes in the exponential family. Statistical Modelling 2001, 1: 177-193. DOI: 10.1177/1471082x0100100302.Peer-Reviewed Original ResearchExponential familyMonte Carlo EM algorithmJoint multivariate normal distributionGeneralized linear mixed modelMultivariate normal distributionMaximum likelihood estimation approachRandom effectsMultivariate caseData examplesMultivariate generalizationEM algorithmJoint modellingMultiple outcome variablesRestrictive assumptionsEstimation approachMeasures dataNormal distributionLinear mixed modelsMore variablesScore testMixed modelsSingle modelData setsAssumptionQuadrature