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## ---- echo=FALSE, message=FALSE, warning=FALSE, results='hide'----------------
# Various Rmarkdown output options:
# center figures and reduce their file size:
knitr::opts_chunk$set(fig.align = "center", dpi=100, dev="jpeg");
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