Difference between revisions of "UConn UseRs - An introduction to R"
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==UConn UseR Group== | ==UConn UseR Group== | ||
− | We also have a google group to facilitate discussions, questions, and anything else that comes to mind. Check it out at: http://groups.google.com/group/UConn-useRs or subscribe by sending an email to [mailto:UConn-useRs@googlegroups.com UConn-useRs-subscribe@googlegroups.com] | + | We also have a google group to facilitate discussions, questions, and anything else that comes to mind. Check it out at: http://groups.google.com/group/UConn-useRs or subscribe by sending an email to [mailto:UConn-useRs-subscribe@googlegroups.com UConn-useRs-subscribe@googlegroups.com] |
==Short Course== | ==Short Course== | ||
Line 20: | Line 20: | ||
===Course Resources=== | ===Course Resources=== | ||
The "R for Beginners" book: http://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf | The "R for Beginners" book: http://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf | ||
+ | |||
+ | The R "Cheat Sheet" (a great resource to print out and keep near the computer) http://cran.r-project.org/doc/contrib/Short-refcard.pdf | ||
===Class 1=== | ===Class 1=== | ||
R Overview | R Overview | ||
Importing/exporting | Importing/exporting | ||
Data Types | Data Types | ||
− | |||
Read through the description here: {{pdf| http://hydrodictyon.eeb.uconn.edu/eebedia/images/e/e2/UseRs_class1.pdf}} | Read through the description here: {{pdf| http://hydrodictyon.eeb.uconn.edu/eebedia/images/e/e2/UseRs_class1.pdf}} | ||
===Class 2=== | ===Class 2=== | ||
− | + | Data Manipulation | |
+ | Intro to graphics | ||
+ | Intro to statistics | ||
+ | Read through the description here: {{pdf| http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/UseRs_class2.pdf}} | ||
+ | |||
+ | ===Class 3=== | ||
+ | Data manipulation continued (tapply, table, for, if) | ||
+ | Jenica Allen's example | ||
+ | |||
+ | ===Class 4=== | ||
+ | Intro to modeling | ||
+ | Overview of packages | ||
+ | Linear models - lm() and anova() | ||
+ | Examples by Suegene and Susan | ||
+ | Read through the description here: {{pdf| http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/UseRs_class4.pdf}} | ||
+ | |||
+ | |||
+ | ===Class 5=== | ||
+ | Advanced programming | ||
+ | Writing functions | ||
+ | More about loops | ||
+ | You can get the files we used at the following links | ||
+ | http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/loop.jenica.R | ||
+ | http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/examples.R | ||
+ | http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/fill.1dimension.R | ||
+ | ===Class 6=== | ||
+ | Spatial data analysis | ||
+ | sp class | ||
+ | importing spatial data | ||
+ | Example by Trina | ||
+ | Download the data here http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/HM_Data.zip | ||
+ | Download the class notes here {{pdf| http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/SpatialStats.pdf}} | ||
==Resources== | ==Resources== |
Latest revision as of 19:20, 9 October 2008
This page is to serve as a resource for the UConn community (especially EEB) to encourage the use of R in data analysis. It is also the resource site for the EEB Short Course in R, entitled "Introduction to R."
The R project for Statistical Computing
R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS. To download R, please choose your preferred CRAN mirror (http://cran.r-project.org/mirrors.html).
UConn UseR Group
We also have a google group to facilitate discussions, questions, and anything else that comes to mind. Check it out at: http://groups.google.com/group/UConn-useRs or subscribe by sending an email to UConn-useRs-subscribe@googlegroups.com
Short Course
In the September/October 2008, we'll be offering a short course in R to beginners. The course will be on Fridays from 2-3:30 in TLS 301 from September 5th through October 17th.
The results of the survey to pick a time and of student R-status are here .
Course Resources
The "R for Beginners" book: http://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf
The R "Cheat Sheet" (a great resource to print out and keep near the computer) http://cran.r-project.org/doc/contrib/Short-refcard.pdf
Class 1
R Overview Importing/exporting Data Types Read through the description here:![]()
Class 2
Data Manipulation Intro to graphics Intro to statistics Read through the description here:![]()
Class 3
Data manipulation continued (tapply, table, for, if) Jenica Allen's example
Class 4
Intro to modeling Overview of packages Linear models - lm() and anova() Examples by Suegene and Susan Read through the description here:![]()
Class 5
Advanced programming Writing functions More about loops You can get the files we used at the following links http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/loop.jenica.R http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/examples.R http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/fill.1dimension.R
Class 6
Spatial data analysis sp class importing spatial data Example by Trina Download the data here http://hydrodictyon.eeb.uconn.edu/people/wilson/Files/R/HM_Data.zip Download the class notes here![]()
Resources
The R Project homepage: http://www.r-project.org/
Resources to help you learn and use R: http://www.ats.ucla.edu/stat/r/
Analysis of Ecological and Environmental Data: http://cran.r-project.org/web/views/Environmetrics.html