2018
Accurate quantification of uncertainty in epidemic parameter estimates and predictions using stochastic compartmental models
Zimmer C, Leuba SI, Cohen T, Yaesoubi R. Accurate quantification of uncertainty in epidemic parameter estimates and predictions using stochastic compartmental models. Statistical Methods In Medical Research 2018, 28: 3591-3608. PMID: 30428780, PMCID: PMC6517086, DOI: 10.1177/0962280218805780.Peer-Reviewed Original ResearchConceptsFilter degeneracyParameter estimatesPosterior distributionStochastic transmission-dynamic modelParameter posterior distributionsEpidemic compartmental modelKey epidemic parametersStochastic compartmental modelStochastic systemsPrediction intervalsCompartmental modelMultiple shootingArt calibration methodsEpidemic parametersDegeneracyDynamic modelInfluenza modelMSS approachLong-term predictionTransmission dynamic modelSimulation experimentsCalibration methodUncertaintyEstimatesCompetitive performance
2011
Dynamic Health Policies for Controlling the Spread of Emerging Infections: Influenza as an Example
Yaesoubi R, Cohen T. Dynamic Health Policies for Controlling the Spread of Emerging Infections: Influenza as an Example. PLOS ONE 2011, 6: e24043. PMID: 21915279, PMCID: PMC3167826, DOI: 10.1371/journal.pone.0024043.Peer-Reviewed Original ResearchConceptsHealth policyTransmission-reducing interventionsOverall population healthType of interventionAntiviral drugsNovel infectious pathogensOverall healthEmerging InfectionsInfectious pathogensMask useCurrent interventionsCourse of epidemicsPopulation healthInterventionEpidemicPublic healthVaccineInfluenzaHealthDisease spreadSocial distancingCurrent informationInfection