Thisvolumepresentsselectedandpeer-reviewedcontributionsfromthe14thWorkshoponStochasticModels,StatisticsandTheirApplications,heldinDresden,Germany,onMarch6-8,2019.Addressingtheneedsoftheoreticalandappliedresearchersalike,thecontributionsprovideanoverviewofthe