2022
A Sample Size Formula for Network Scale-up Studies
Josephs N, Feehan D, Crawford F. A Sample Size Formula for Network Scale-up Studies. Sociological Methods & Research 2022, 53: 1252-1289. DOI: 10.1177/00491241221122576.Peer-Reviewed Original ResearchSample size formulaRelative error propertySize formulaError propertiesPopulation size estimationNetwork scaleStatistical precisionSimple formMinimum sample sizeNetwork modelSample size calculationSample sizeNSUMSingle random sampleFormulaSize estimationSize calculationSubpopulations of interestEstimatorEstimationSampled individuals
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