Created
November 23, 2011 04:22
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#use Ken French momentum style indexes for style analysis | |
#http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/6_Portfolios_ME_Prior_12_2.zip | |
require(PerformanceAnalytics) | |
require(quantmod) | |
my.url="http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/6_Portfolios_ME_Prior_12_2.zip" | |
my.tempfile<-paste(tempdir(),"\\frenchmomentum.zip",sep="") | |
my.usefile<-paste(tempdir(),"\\6_Portfolios_ME_Prior_12_2.txt",sep="") | |
download.file(my.url, my.tempfile, method="auto", | |
quiet = FALSE, mode = "wb",cacheOK = TRUE) | |
unzip(my.tempfile,exdir=tempdir(),junkpath=TRUE) | |
#read space delimited text file extracted from zip | |
french_momentum <- read.table(file=my.usefile, | |
header = TRUE, sep = "", | |
as.is = TRUE, | |
skip = 12, nrows=1017) | |
colnames(french_momentum) <- c(paste("Small", | |
colnames(french_momentum)[1:3],sep="."), | |
paste("Large",colnames(french_momentum)[1:3],sep=".")) | |
#get dates ready for xts index | |
datestoformat <- rownames(french_momentum) | |
datestoformat <- paste(substr(datestoformat,1,4), | |
substr(datestoformat,5,7),"01",sep="-") | |
#get xts for analysis | |
french_momentum_xts <- as.xts(french_momentum[,1:6], | |
order.by=as.Date(datestoformat)) | |
french_momentum_xts <- french_momentum_xts/100 | |
chart.RiskReturnScatter(french_momentum_xts, xlim=c(0,0.40), | |
main=paste("French Momentum Risk and Return | |
Since ",format(index(french_momentum_xts)[1],"%b %Y"),sep=""), | |
colorset=c("darkseagreen1","darkseagreen3","darkseagreen4", | |
"slateblue1","slateblue3","slateblue4")) | |
#######do the same for industry | |
#my.url will be the location of the zip file with the data | |
my.url="http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/17_Industry_Portfolios.zip" | |
#this will be the temp file set up for the zip file | |
my.tempfile<-paste(tempdir(),"\\frenchindustry.zip",sep="") | |
#my.usefile is the name of the txt file with the data | |
my.usefile<-paste(tempdir(),"\\17_Industry_Portfolios.txt",sep="") | |
download.file(my.url, my.tempfile, method="auto", | |
quiet = FALSE, mode = "wb",cacheOK = TRUE) | |
unzip(my.tempfile,exdir=tempdir(),junkpath=TRUE) | |
#read space delimited text file extracted from zip | |
french_industry <- read.table(file=my.usefile, | |
header = TRUE, sep = "", | |
as.is = TRUE, | |
skip = 11, nrows=1021) | |
#get dates ready for xts index | |
datestoformat <- rownames(french_industry) | |
datestoformat <- paste(substr(datestoformat,1,4), | |
substr(datestoformat,5,7),"01",sep="-") | |
#get xts for analysis | |
french_industry_xts <- as.xts(french_industry[,1:17], | |
order.by=as.Date(datestoformat)) | |
french_industry_xts <- french_industry_xts/100 | |
chart.RiskReturnScatter(french_industry_xts, xlim=c(0,0.40), | |
main=paste("French Industry Risk and Return | |
Since ",format(index(french_momentum_xts)[1],"%b %Y"),sep="")) | |
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