期刊名称：International Journal of Assessment Tools in Education
电子版ISSN：2148-7456
出版年度：2021
卷号：8
期号：3
页码：704-713
语种：Turkish
出版社：International Journal of Assessment Tools in Education
摘要：Monte Carlo simulation is a useful tool for researchers to estimated accuracy of a statistical model. It is usually used for investigating parameter estimation procedure or violation of assumption for some given conditions. To run a simulation either the paid software or open source but free program such as R is need to be used. For that, researchers must have a good knowledge about the theoretical procedures. This paper introduces the R package called MonteCarloSEM. The package helps to simulate and analyze data sets for some simulation condition such as sample size and normality for a given model. Also, an example is given to show how the functions within the package works.
关键词：Monte Carlo Simulation;Structural Equation Modeling;R package;Data generation
