Introduction to Reproducible Analysis using Rmarkdown

It is becoming a tradition for me to teach statistics courses using reproducible research tools and asking students to do their assignments and course projects within Rmarkdown. I believe practicing reproducible research in classroom can have a positive learning effect and also makes students to pay more attention to reproducibility and transparency of their analysis. However, some newbies often struggle with installing the packages, particularly for exporting PDF from RStudio. Nevertheless, exporting HTML is much easier and does not require LaTeX.

In this post, I publish a number of Youtube videos about using Rmarkdown and Rstudio. This would be a reference for my future students to stop by this post and watch the videos in one place. I will update the list of materials as I come across more interesting or updated videos or slides.

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