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2009 Dec 14
0
Confused on using expand.grid(), array(), image() and npudens(np) in my case
...want to use the npudens() function in the np package (multivariate kernel density estimation), but was confused by the several functions in the following codes,expand.grid(),array(),image() and npudensbw(). This confusion will only be generated in >=3 dimensions. I marked the four places with confusion1-4. I think there should be some kind of correspondence in those four places,but cannot figure them out.Thanks very much for chewing on this. #simulated dataset: d x1<-c(runif(100,0,1),runif(50,0.67,1));y1<-c(runif(100,0,1),runif(50,0.67,1));d1<-data.frame(x1,y1);colnames(d1)<-c("x&...