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numdata
2013 Apr 01
2
example to demonstrate benefits of poly in regression?
Here's my little discussion example for a quadratic regression:
http://pj.freefaculty.org/R/WorkingExamples/regression-quadratic-1.R
Students press me to know the benefits of poly() over the more obvious
regression formulas.
I think I understand the theory on why poly() should be more numerically
stable, but I'm having trouble writing down an example that proves the
benefit of this.
I
2010 May 17
1
suggestions/improvements for recoding strategy
...lution is below. I am curious about
better approaches or any other suggestions. Thanks!
# example input data
myData <- read.table(textConnection("id, v1, v2, v3
a,1,2,3
b,1-2,,3-4
c,,3,4"),header=TRUE,sep=",")
closeAllConnections()
# the first column is IDs so remove that
numdat <- myData[,-1]
# function to change dashes: 1-2 to 1.5
myrecode <- function(mycol)
{
newcol <- mycol
newcol <- gsub("1-2","1.5",newcol)
newcol <- gsub("2-3","2.5",newcol)
newcol <- gsub("3-4","3.5",newcol)...