Conducting Simulation Studies in the R Programming Environment.

ABSTRACT: Simulation studies allow researchers to answer specific questions about data analysis, statistical power, and best-practices for obtaining accurate results in empirical research. Despite the benefits that simulation research can provide, many researchers are unfamiliar with available tools for conducting their own simulation studies. The use of simulation studies need not be restricted to researchers with advanced skills in statistics and computer programming, and such methods can be implemented by researchers with a variety of abilities and interests. The present paper provides an introduction to methods used for running simulation studies using the R statistical programming environment and is written for individuals with minimal experience running simulation studies or using R. The paper

SUBMITTER: Hallgren KA 

PROVIDER: S-EPMC4110976 | biostudies-literature | 2013 Oct

REPOSITORIES: biostudies-literature