2024
Integrating testing volume into bandit algorithms for infectious disease surveillance
Warren J, Prunas O, Paltiel A, Thornhill T, Gonsalves G. Integrating testing volume into bandit algorithms for infectious disease surveillance. Journal Of The Royal Statistical Society Series A (Statistics In Society) 2024, qnae090. DOI: 10.1093/jrsssa/qnae090.Peer-Reviewed Original Research
2018
Bayesian adaptive algorithms for locating HIV mobile testing services
Gonsalves GS, Copple JT, Johnson T, Paltiel AD, Warren JL. Bayesian adaptive algorithms for locating HIV mobile testing services. BMC Medicine 2018, 16: 155. PMID: 30173667, PMCID: PMC6120098, DOI: 10.1186/s12916-018-1129-0.Peer-Reviewed Original ResearchConceptsThompson SamplingSearch algorithmMobile testing serviceTesting activitiesSpatial correlationTesting resourcesAlgorithmBayesian adaptive algorithmPrior workHigh spatial correlationWeighting schemeAdaptive algorithmSearch strategySimulation modelPractical valueHierarchical modelServicesPerfect informationMobile HIV testing servicesInformationHIV testing resources