### Understanding Mixed-Effects Models through Data Simulation When: Wednesday Feb 12, 2020 10:00-11:00 Where: Radboud University, Nijmegen, NL #### Prep * Install R packages from CRAN: `tidyverse`, `lmerTest`, `broom.mixed` * Install development R package: `faux` - `devtools::install_github("debruine/faux")` - (you might need to install `devtools` first) * Download files - [mixed-effects.Rmd](https://osf.io/vf3ca/download) ### Understanding Mixed-Effects Models through Data Simulation When: Wednesday Feb 5, 2020 14:00-15:00 Where: University of Glasgow, Boyd Orr Room 603 #### Prep * Install R packages from CRAN: `tidyverse`, `lmerTest`, `broom.mixed` * Install development R package: `faux` - `devtools::install_github("debruine/faux")` - (you might need to install `devtools` first) * Download files - [mixed-effects.Rmd](https://osf.io/vf3ca/download) ### Introduction to Data Simulation in R When: Tuesday Jan 28, 2020 13:00-15:00 Where: University of Glasgow, Boyd Orr Room 603 #### Prep * Install R packages from CRAN: `tidyverse`, `afex`, `lme4`, `broom.mixed` * Install development R package: `faux` - `devtools::install_github("debruine/faux")` - (you might need to install `devtools` first) * Download files (stub versions have instructions but only skeleton code for you to fill in during the workshop) - [fixed-effects.Rmd](https://osf.io/9xghp/download) - [fixed-effects-stub.Rmd](https://osf.io/efqwm/download) - [faux.Rmd](https://osf.io/wa58r/download) - [faux-stub.Rmd](https://osf.io/xwcpy/download) ### Resources * [Data Skills for Reproducible Science](https://psyteachr.github.io/msc-data-skills/) open source textbook introducing tidyverse for psychologists * [Understanding mixed effects models through data simulation](https://osf.io/3cz2e/) (preprint, code, and shiny apps)