source('/home/pw/wessanet/cretab')



myrfcuid = 'r0485225'

x <- c(97.7,88.9,96.5,89.5,85.4,84.3,83.7,86.2,90.7,95.7,95.6,97,97.2,86.6,88.4,81.4,86.9,84.9,83.7,86.8,88.3,92.5,94.7,94.5,98.7,88.6,95.2,91.3,91.7,89.3,88.7,91.2,88.6,94.6,96,94.3,102,93.4,96.7,93.7,91.6,89.6,92.9,94.1,92,97.5,92.7,100.7,105.9,95.3,99.8,91.3,90.8,87.1,91.4,86.1,87.1,92.6,96.6,105.3,102.4,98.2,98.6,92.6,87.9,84.1,86.7,84.4,86,90.4,92.9,105.8,106,99.1,99.9,88.1,87.8,87.1,85.9,86.5,84.1,92.1,93.3,98.9,103,98.4,100.7,92.3,89,88.9,85.5,90.1,87,97.1,101.5,103,106.1,96.1,94.2,89.1,85.2,86.5,88,88.4,87.9,95.7,94.8,105.2,108.7,96.1,98.3,88.6,90.8,88.1,91.9,98.5,98.6,100.3,98.7,110.7,115.4,105.4,108,94.5,96.5,91,94.1,96.4,93.1,97.5,102.5,105.7,109.1,97.2,100.3,91.3,94.3,89.5,89.3,93.4,91.9,92.9,93.7,100.1,105.5,110.5,89.5,90.4,89.9,84.6,86.2,83.4,82.9,81.8,87.6,94.6,99.6,96.7,99.8,83.8,82.4,86.8,91,85.3,83.6,94,100.3,107.1,100.7,95.5,92.9,79.2,82,79.3,81.5,76,73.1,80.4,82.1,90.5,98.1,89.5,86.5,77,74.7,73.4,72.5,69.3,75.2,83.5,90.5,92.2,110.5,101.8,107.4,95.5,84.5,81.1,86.2,91.5,84.7,92.2,99.2,104.5,113,100.4,101,84.8,86.5,91.7,94.8,95)
par8 = 'FALSE'
par7 = '1'
par6 = ''
par5 = '1'
par4 = ''
par3 = '0'
par2 = 'periodic'
par1 = '12'
main = 'Seasonal Decomposition by Loess'
par8 <- 'FALSE'
par7 <- '1'
par6 <- ''
par5 <- '1'
par4 <- ''
par3 <- '0'
par2 <- 'periodic'
par1 <- '12'
#'GNU S' R Code compiled by R2WASP v. 1.2.327 (Tue, 16 Aug 2016 15:23:10 +0200)
#Author: root
#To cite this work: Wessa P., (2013), Decomposition by Loess (v1.0.2) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_decomposeloess.wasp/
#Source of accompanying publication: Office for Research, Development, and Education
#
par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
postscript(file="/home/pw/wessanet/rcomp/tmp/175ub1517482022.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
plot(m,main=main)
dev.off()
mylagmax <- nx/2
postscript(file="/home/pw/wessanet/rcomp/tmp/27zb01517482022.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
postscript(file="/home/pw/wessanet/rcomp/tmp/39xqk1517482022.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
postscript(file="/home/pw/wessanet/rcomp/tmp/4pa831517482022.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()

a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file="/home/pw/wessanet/rcomp/tmp/5v6ps1517482022.tab") 
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file="/home/pw/wessanet/rcomp/tmp/6hrjw1517482022.tab") 

try(system("convert /home/pw/wessanet/rcomp/tmp/175ub1517482022.ps /home/pw/wessanet/rcomp/tmp/175ub1517482022.png",intern=TRUE))
try(system("convert /home/pw/wessanet/rcomp/tmp/27zb01517482022.ps /home/pw/wessanet/rcomp/tmp/27zb01517482022.png",intern=TRUE))
try(system("convert /home/pw/wessanet/rcomp/tmp/39xqk1517482022.ps /home/pw/wessanet/rcomp/tmp/39xqk1517482022.png",intern=TRUE))
try(system("convert /home/pw/wessanet/rcomp/tmp/4pa831517482022.ps /home/pw/wessanet/rcomp/tmp/4pa831517482022.png",intern=TRUE))