## ---- include = FALSE---------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

## ---- echo=FALSE, fig.align='center'------------------------------------------
knitr::include_graphics("panel_fig.png")