Source

How to prepare

Please follow these steps and install necessary software onto your computer that you are going to use at the course. This way we can spend more time on talking about modeling.

Install R

Follow the instructions at the R website to download and install the most up-to-date base R version suitable for your operating system (the latest R version at the time of writing these instructions is 3.2.1).

Install RStudio

Having RStudio is not absolutely necessary, but our course material will follow a syntax that is close to RStudio’s R markdown notation, so having RStudio will make our life easier. RStudio is also available for different operating systems. Pick the open source descktop edition from here (the latest RStudio Desktop version at the time of writing these instructions is 0.99.447).

Install JAGS

We will use JAGS during the course because it is robust, easy to install, and cross-paltform available. Download the latest version suitable for your operating system from here (the latest JAGS version at the time of writing these instructions is 3.4.0).

Install R packages

Once R/RStudio and JAGS is installed, run the following commands in R/RStudio to install the necessary R packages:

install.packages(c("rjags","dclone","coda","snow","rlecuyer"))

Check that everything works as expected

check_if_you_are_ready <-
function()
{
    if (getRversion() < "2.15.1")
        stop("R >= 2.15.1 required")
    cat("--- R version is", 
        as.character(getRversion()), "--- OK\n")

    if (!require(dclone))
        stop("dclone package not installed")
    if (packageVersion("dclone") < "2.0.0")
        stop("dclone >= 2.0.0 required")
    cat("--- dclone package version is", 
        as.character(packageVersion("dclone")), "--- OK\n")

    if (!require(rjags))
        stop("rjags package not installed")
    if (packageVersion("rjags") < "3.15")
        stop("rjags >= 3.15 required")
    cat("--- rjags package version is", 
        as.character(packageVersion("dclone")), "--- OK\n")

    if (!require(snow))
        stop("snow package not installed")
    cat("--- snow package version is", 
        as.character(packageVersion("snow")), "--- OK\n")

    if (!require(rlecuyer))
        stop("rlecuyer package not installed")
    cat("--- rlecuyer version is", 
        as.character(packageVersion("rlecuyer")), "--- OK\n")

    cat("\n--- YOU ARE GOOD TO GO!\n\n")
    invisible(NULL)
}
check_if_you_are_ready()

Congratulations! Now your computer is ready for the course.

If you still have problems, contact Péter Sólymos.

Optional: install `shiny` for running apps in RStudio

We will play around with Shiny apps that can be run from within RStudio. If you want to be able to run apps from within RStudio, make sure to install the shiny R package:

install.packages("shiny")

Hierarchical Models Made Easy — August 1, 2015 — Montpellier, France — ICCB/ECCB Congress