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/
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)
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 .
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/
http://www.r-tutor.com/r-
http://cran.r-project.org/doc/
http://faculty.washington.edu/
http://en.wikibooks.org/wiki/R_Programming
In addition, you should see how to plot data well:
http://www.statmethods.net/
http://had.co.nz/ggplot2/
for Eclipse 3.6 use http://download.walware.de/eclipse-3.6
To call R from a Java Program
