Rstudio Download
Download Rstudio here. Make sure R is installed before you download Rstudio!
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How to Install and Load the Tidyverse package
The tidyverse package installs several packages and its pacckages are needed for almost all R applications. The 1 minute video shows how to install and load the tidyverse package.
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1300
Import Excel to R
This video shows how to work with Excel files in R
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1400
Free Datacamp R Course
This course introduces R from the start. It is an interactive course with exercises.
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1600
Recording of the Workshop
This is a video recording of the workshop "R Data Analysis for Newbies Part I"
Torres-Reyna, Oscar, Introduction to R Studio, Princeton Training,:
Excelent intro to Rstudio (you can skip the more advanced topics towards the end) https://dss.princeton.edu/training/RStudio101.pdf
Michonneau , Francois, Fournier, Auriel, Data Analysis and Visualization in R for Ecologists. Datacarpentry free version: :
Online tutorial for R (good as a start) https://www.cpp.edu/~clange/RData/RTutorial/index.html
Wickham, H., Grolemund, G., R or Data Science, O Reilly, 2016.:
Ch 4, 5, 6, (3), covers functions to organize data (e.g. with select(), filter(), mutate() http://r4ds.had.co.nz/
Yau, Chi, R Tutorial. An R Introduction to Statistics. Free online version::
Ch. 1 provides an excelent R introduction. https://www.r-tutor.com
Sample Book Code
Here you can downlaod the folder (as a Zip) with all the code for the sample book. This folder can be used as a starting point for your own book.
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Book Code from Workshop
Here you can downlaod the folder (as a Zip) with all the code for the book developed during the workshop. This folder can be used as a starting point for your own book. It has a little more funtionality than the sample book folder but the sample folder is simpler. So, it is probably best to start with the sample book and then go to the workshop book.
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JabRef Database
The JabRef database program can be used to create and organize leterature references for the book.bib file. JbRef is free, comprehensive, and is easy to use.
Literature
Xie, Yihui, bookdown: Authoring Books and Technical Documents with R Markdown, Chapman and Hall/CRC, 2016.:
Fee online book written in R-MarkDown available at: https://bookdown.org/yihui/bookdown/
From Installation to Data Engineering, to Model Building with the Tidyverse and Tidymodelsent with Tidymodels
Learning Outcomes
The module overlaps with the other two modules. The new pat is how to develop models with Workflows/Tidymodels.
The modue covers
how to use R and RStudio starting with how to install the programs,
how to load data from Excel,
how to process data with the tidyverse package,
how to perform data engineering with recopies from the tidy model package, and it provides a short example how to use workflow from the tidymodels package to combine models, recipes and data.
The linked Zip file contains materials from the workshop. Extract the contents of the Zip file to a folder. Than use RStudio to open the project that is contained in the folder.