Acceso usuarios
Ian R. White, Elia Marley Zagar, Tim P. Morris
Simulation studies are computational experiments used to evaluate the properties of statistical methods—typically methods for design or analysis. Used well, simulation studies are an invaluable tool. However, they are often complex, with multiple data-generating mechanisms, multiple estimands, and multiple methods of analysis. When one analyzes the results of such simulation studies, errors are often made and sometimes missed. Getting the analysis right can be delicate and time-consuming. In this article, we introduce siman, a suite of programs that offers data manipulation, exploration, visualization, and analysis of the results of complex simulation studies.
