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You should also install these packages by running the following:
webshot::install_phantomjs()
If you do not already have a LaTex compiler on your machine, run the following:
install.packages('tinytex')
tinytex::install_tinytex()
If you do not get TRUE when you run tinytex:::is_tinytex(), then you probably need to run this: tinytex::install_tinytex(force=TRUE). More info on this process and the TinyTex package can be found here: https://yihui.name/tinytex/. Note the difference between tinytex the R package and TinyTeX the LaTeX distribution.
To make sure your compiler is running properly, create a new RMarkdown file (.Rmd) and knit to PDF. If you can create a PDF from inside RStudio, you are good to go!