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#<PLvCutAuto: automate PL v. Cut per sample>
PLvCutAuto <- function(x){
nomiss <- function(x) { x[ !is.na(x) ] }
#source('plfit.r')
#source('PLvCut.R')
PLvCut_results<-matrix(,nrow=length(x),ncol=2)
PLvCut_results<-data.frame(PLvCut_results)
pb <- utils::txtProgressBar(min = 0, max = length(x), style = 3)
print("<<Power law v. PL w cutoff per sample initiated>>")
for (i in 1:length(x)) {
tryCatch(
PLvCut_results[i,] <- PLvCut( nomiss(x[[i]])[nomiss(x[[i]])>0], plfit(nomiss(x[[i]])[nomiss(x[[i]])>0])$xmin ),
error=function(e) { print(paste("Sample",i,": Problem with power law v. power law with cutoff")) }
)
utils::setTxtProgressBar(pb, i)
print(paste("Power law v. PL w cutoff:","Sample",i,"completed on",Sys.time() ))
}
close(pb)
colnames(PLvCut_results) <- c("PLvCut.rawLR","PLvCut.p")
return(PLvCut_results)
}
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