search for: pcilist1

...hen I call for the loadings of my plsr using the command, x <- loadings(BHPLS1) my loadings contain variable names rather than numbers. >str(x) loadings [1:94727, 1:10] -0.00113 -0.03001 -0.00059 -0.00734 -0.02969 ... - attr(*, "dimnames")=List of 2 ..$ : chr [1:94727] "PCIList1" "PCIList2" "PCIList3" "PCIList4" ... ..$ : chr [1:10] "Comp 1" "Comp 2" "Comp 3" "Comp 4" ... - attr(*, "explvar")= Named num [1:10] 14.57 6.62 7.59 5.91 3.26 ... ..- attr(*, "names")= chr [1:10] &q...

...uot;numbers", >xlab = "nm") Error in loadingplot.default(x, ...) : Could not convert variable names to numbers. str(BHPLS1_Loadings) loadings [1:8892, 1:60] -0.00717 0.00414 0.02611 0.00468 -0.00676 ... - attr(*, "dimnames")=List of 2 ..$ : chr [1:8892] "PCIList1" "PCIList2" "PCIList3" "PCIList4" ... ..$ : chr [1:60] "Comp 1" "Comp 2" "Comp 3" "Comp 4" ... - attr(*, "explvar")= Named num [1:60] 2.67 4.14 4.41 3.55 2.59 ... ..- attr(*, "names")= chr [1:60] &qu...

...lt;- loadings(BHPLS1) Now I am unsure of how to utilise these to identify the significant variables. Do I need to use any loops? str(BHPLS1_Loadings) loadings [1:94727, 1:10] -0.00113 -0.03001 -0.00059 -0.00734 -0.02969 ... - attr(*, "dimnames")=List of 2 ..$ : chr [1:94727] "PCIList1" "PCIList2" "PCIList3" "PCIList4" ... ..$ : chr [1:10] "Comp 1" "Comp 2" "Comp 3" "Comp 4" ... - attr(*, "explvar")= Named num [1:10] 14.57 6.62 7.59 5.91 3.26 ... ..- attr(*, "names")= chr [1:10] &q...