Comparison of three satellite sensors at three spatial scales to predict larval mosquito presence in Connecticut wetlands
Brown H, Diuk-Wasser M, Guan Y, Caskey S, Fish D. Comparison of three satellite sensors at three spatial scales to predict larval mosquito presence in Connecticut wetlands. Remote Sensing Of Environment 2008, 112: 2301-2308. DOI: 10.1016/j.rse.2007.10.005.Peer-Reviewed Original ResearchA Bayesian hierarchical model for the estimation of two incomplete surveillance data sets
Buenconsejo J, Fish D, Childs JE, Holford TR. A Bayesian hierarchical model for the estimation of two incomplete surveillance data sets. Statistics In Medicine 2008, 27: 3269-3285. PMID: 18314934, DOI: 10.1002/sim.3190.Peer-Reviewed Original ResearchConceptsBayesian hierarchical modelMarkov chain Monte Carlo simulation techniquesMonte Carlo simulation techniqueHierarchical modelModel uncertaintyUse of covariatesBayesian frameworkSimulation techniquesModel-based approachData setsSurveillance datasetModelSuch dataPublic health impactSpatial distributionPublic health officialsInferenceEstimationSpatial variationTreatable diseaseChronic diseasesUncertaintyHigh riskDisease riskDisease control