2020
Estimating the size of a hidden finite set: Large-sample behavior of estimators
Cheng S, Eck D, Crawford F. Estimating the size of a hidden finite set: Large-sample behavior of estimators. Statistics Surveys 2020, 14: 1-31. DOI: 10.1214/19-ss127.Peer-Reviewed Original ResearchFinite setLarge sample behaviorStatistical propertiesAsymptotic propertiesAsymptotic regimeSampling probabilityHidden setStatistical approachStructural assumptionsIndirect statistical approachEstimatorDeterministic queriesDifferent modelsRandom samplingSetPopulation sizeSample increasesSample sizePropertiesRegimeModelProbabilityAssumptionSampling
2015
Sex, lies and self-reported counts: Bayesian mixture models for heaping in longitudinal count data via birth–death processes
Crawford FW, Weiss RE, Suchard MA. Sex, lies and self-reported counts: Bayesian mixture models for heaping in longitudinal count data via birth–death processes. The Annals Of Applied Statistics 2015, 9: 572-596. PMID: 26500711, PMCID: PMC4617556, DOI: 10.1214/15-aoas809.Peer-Reviewed Original ResearchLongitudinal count dataImportant statistical problemSelf-reported countsBayesian mixture modelBirth-death processStatistical problemsBayesian hierarchical modelTrue distributionCount dataMixture modelInferential tasksHierarchical modelHeaping processParametersMultiplesModelInferenceEstimationDistributionGridProblemError