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Physical Sciences and Mathematics Commons

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Statistics and Probability

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City University of New York (CUNY)

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2016

Simsem

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Implementing Some Basic Simuation Designs Using The Simsem Package In R, Keith A. Markus Sep 2016

Implementing Some Basic Simuation Designs Using The Simsem Package In R, Keith A. Markus

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The purpose of this tutorial is to provide a very basic introduction to implementing three simple research designs using the simsem package in R. R is an open source statistical computing environment (R Core Team, 2015). For more information about R, see the R Project homepage (https://www.r-project.org/) and the Comprehensive R Archive Network (CRAN) web page (https://cran.r-project.org/). The lavaan package provides functions for fitting and evaluating structural equation models (Rosseel, 2012). For further information about the lavaan package including tutorials, see the lavaan Project web page (http://lavaan.ugent.be/). The simsem package (Pornprasertmanit, Miller & Schoemann, 2016) provides functions to facilitate structural …