## ----setup, echo=FALSE, results="hide"------------------------------------------------------------
knitr::opts_chunk$set(
  tidy = FALSE, cache = TRUE,
  dev = "png",
  package.startup.message = FALSE,
  message = FALSE, error = FALSE, warning = TRUE
)
options(width = 100)

## ----session, echo=FALSE--------------------------------------------------------------------------
sessionInfo()