[R] problem in exceuting PLS
arunkumar1111
akpbond007 at gmail.com
Tue Oct 18 11:03:24 CEST 2011
Hi
I'm performing a PLS
This is my data present in a file
Year Y X2 X3 X4 X5 X6
1960 27.8 397.5 42.2 50.7 78.3 65.8
1960 29.9 413.3 38.1 52 79.2 66.9
1961 29.8 439.2 40.3 54 79.2 67.8
1961 30.8 459.7 39.5 55.3 79.2 69.6
1962 31.2 492.9 37.3 54.7 77.4 68.7
My R-code
Data <- read.csv("C:/TestData.csv")
variable=names(Data)[4:8]
dataset=NULL
dataset$X=NULL
len=length(variable)
for( i in 1:len)
{
var=variable[i]
if(i==1)
{
dataset$X=as.matrix(Data[var])
}
if(i>1)
{
dataset$X=as.matrix(cbind(dataset$X,Data[var]))
}
}
depVar="Y"
dataset$Y=as.matrix(cbind(Data[depVar]))
pls1=mvr(Y~X,data=dataset,ncomp=4)
summary(pls1)
On execution the error is
Error in get(as.character(FUN), mode = "function", envir = envir) :
object 'X6' of mode 'function' was not found
Please help me on this
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