Here is the Lecture:
BeginningR
Here is the code from the examples:
MyFirstRLesson
ComparisonControl
UserDefnFunction
Here is code for you to explore:
ExploreParkinson Notice that the first colm is just the Subject Identifier which should be a factor.
This code turns that colm into a factor
NewPackage This shows how to load in a new package
Data files needed to run the .r code:
filter50HzNotch.txt
filter60HzNotchblanks.txt
matrixletters.csv
myfirstdata.csv
ProstateCancerDataESL.csv
To run the plot demo:
library(help="graphics")
#This will show you several graphics functions
#press the Enter key to move to each new graph
demo(graphics)
This is a lesson on regression and cross validation:
Regression Lecture
RegressionExamples
Here are more r functions to explore:
- cbind: add a column of data to an existing structure
- rbind: add a row of data to an existing strucutre
- grep, grepl: finding things in data structures
- gsub: replacing data elements
- subset: taking just a piece of a data strucuture, conditionally
- plyr()
- ddplyr()
- subset()
- melt()
- xtable()
More Packages to explore:
ggplot2
trellis
Another data structure to explore is lists
Here are some interesting Packages to investigate:
caret Classification and Regression Training
e1071 Misc Functions of the Department of Statistics (e1071), TU Wien
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