Patricia Hoffman PhD

R Statistical Language

Download R

Beginning with R  Lecture and r code files  Web Page


To Installing R and a development environments go to http://patriciahoffmanphd.com/installr.php


Sweave  http://www.r-bloggers.com/getting-started-with-sweave-r-latex-eclipse-statet-texlipse/


Tutorial for R

googleVis

Run a Shiny App - Execute the next five lines of code:

install.packages("shiny")

library(shiny)

myurl <- "http://patriciahoffmanphd.com/resources/"

ggplotView <- paste(myurl, "02ggplotDataSetViewer.zip", sep="")

runUrl(ggplotView)



Tutorials for Statistics

Quick R 

Quick  Start Examples

Another R Tutorial

Reference Card

Statistic Methods 

Read WebPage Data into R

Standford Class using R

More R References

Download

Search Engine Dedicated to R


R Packages for Statistical Learning


Full Documentation for R (fullrefman)  (large document ... takes time to download)


Linear Regression with R - Beginning Example


Data Analysis and Graphics Using R: an example-based approach

Lasso and elastic-net regularized generalized linear models.
Flexible and mixture discriminant analysis .
Lasso2 (Turlach).
LARS (Efron, Hastie, Johnstone, Tibshirani).
Efficient version of lasso (entire lasso sequence at cost of single least squares fit).
gradient boosting.
MART (gradient boosting).
PRIM.
Principal curves.
Bootstrap and cross-validation .


Class References

If using R with Linux:  to launch R in an application window type the command "R -g Tk &" into a terminal window

More R references:

http://www.stats.ox.ac.uk/pub/MASS4/ 
http://www.r-tutor.com/r-introduction
http://cran.r-project.org/doc/manuals/R-intro.pdf
http://faculty.washington.edu/tlumley/Rcourse/

http://en.wikibooks.org/wiki/R_Programming

In addition, you should see how to plot data well:

http://www.statmethods.net/advgraphs/trellis.html
http://had.co.nz/ggplot2/




 R project web page



Videos on R


for Eclipse 3.6 use http://download.walware.de/eclipse-3.6

To call R from a Java Program

  • An Introduction to R

  • Using R for Data Analysis and Graphics - An Introduction

  • simpleR - Using R for Introductory Statistics

  • Practical Regression and Anova using R
  • Make a Free Website with Yola.