D Alex Quistberg, Leah L Thompson, James Curtin, Frederick P Rivara, Beth E Ebel
Impact of automated photo enforcement of vehicle speed in school zones: interrupted time series analysis
Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention
visual analytics va tools support data exploration helping analysts quickly iteratively generate views data reveal interesting patterns however tools seldom enable explicit checks resulting interpretations dataeg whether patterns accounted model implies particular structure relationships variables present evm data exploration tool enables users express check provisional interpretations data form statistical models evm integrates support visualizationbased model checks rendering distributions model predictions alongside usergenerated views data user study data scientists practicing private public sector evaluate model checks influence analysts thinking data exploration analysis characterizes participants use model checks scrutinize expectations data generating process surfaces opportunities scaffold model exploration va tools