This put up presents the video of a chat that I introduced in July 2012 at
Melbourne R Customers on utilizing knitr, R Markdown, and R Studio to carry out
reproducible evaluation. I additionally present hyperlinks to a github repository the place the
R markdown examples could be examined and the slides could be downloaded.
Speak Overview
Reproducible evaluation represents a course of for reworking textual content, code, and knowledge
to supply reproducible artefacts together with stories, journal articles,
slideshows, theses, and books. Reproducible evaluation is necessary in each
trade and tutorial settings for making certain a top quality product. R has
at all times offered a robust platform for reproducible evaluation. Nonetheless, within the
first half of 2012, a number of new instruments have emerged which have considerably
elevated the benefit with which reproducible evaluation could be carried out. In
explicit, knitr, R Markdown, and RStudio mix to create a user-friendly and
highly effective set of open supply instruments for reproducible evaluation.
Particularly, within the discuss I talk about caching sluggish analyses, producing engaging plots and
tables, and utilizing RStudio as an IDE. I current three dwell examples of utilizing
R Markdown. I additionally present how the markdown package deal on CRAN could be
used to work with different R improvement environments and workflows for report
manufacturing.
There’s a github repository known as rmarkdown-rmeetup-2012
that comprises:
- the slides and supply code for the slides (I used a mixture of beamer, markdown, and pandoc)
- the supply code for the R Markdown examples introduced within the discuss
- and diverse brainstorming that recorded a few of my considering as I developed the slides
(see the difficulty tracker)
Comply with this hyperlink to obtain the slides straight.
Video of Speak
The discuss is cut up over two components.
Extra Movies from Melbourne R Customers
We’re steadily build up a reasonably large again catalogue of movies about R all
introduced at Melbourne R Customers.
The playlist of Melbourne R Customers Movies could be considered right here.
Related hyperlinks:
The next hyperlinks had been both introduced within the discuss or are in any other case related to reproducible evaluation.
If viewing by syndication, be happy to subscribe to my weblog on psychology and statistics right here.
