Useful R package for generating datasets

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1

I wanted to let everyone know about the simstudy R package, in case you had not seen it before. It allows you to generate synthetic data sets by defining the relationships between variables, and errors on those variables.

I have found it very useful for generating a data set for testing mixed models - you can define the random effects and nesting structure quite easily, and then see if your models can recover this.

2

Hi Tom,

Thank you for sending us this information. It sounds a very useful package for simulations. The synthpop R package is an alternative for generating synthetic data but I’m not sure if it has the ability to generate nested data.