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#get very helpful Ken French data | |
#for this project we will look at Global Factors | |
#http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/Global_Factors.zip | |
require(PerformanceAnalytics) | |
require(quantmod) | |
require(RColorBrewer) | |
#my.url will be the location of the zip file with the data |
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require(quantmod) | |
require(PerformanceAnalytics) | |
#load my barclays agg file | |
#if you do not have access to Barclays Agg return then you can | |
#use VBMFX as a proxy | |
portfolio <- read.csv("C:\\Users\\Kent.TLEAVELL_NT\\Documents\\old\\R\\barclaysagg.csv",stringsAsFactors=FALSE) | |
portfolio <- portfolio[2:(NROW(portfolio)-1),2:NCOL(portfolio)] | |
portfolio <- portfolio[,c(1,4)] | |
#since export has duplicate colnames we need to remove the .1 added |
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require(twitteR) | |
require(ggplot2) | |
#get CFA12 tweets for exploration | |
#appears to limit n to 1500 | |
cfatweets.1 <- searchTwitter("#cfa12", n=1500, since="2012-05-04",until="2012-05-07") | |
cfatweets.2 <- searchTwitter("#cfa12", n=1500, since="2012-05-07",until="2012-05-08") | |
cfatweets.3 <- searchTwitter("#cfa12", n=1500, since="2012-05-08",until="2012-05-15") |
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%great guides at epslatex.pdf | |
%check miniplot for potential use | |
%\documentclass[english,nohyper,noae]{tufte-handout} | |
\documentclass{article} | |
\usepackage{graphics} | |
\usepackage{caption} | |
\usepackage{sidecap} | |
\usepackage{textpos} | |
%\usepackage[section]{placeins} |
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\documentclass{article} | |
%great guides at epslatex.pdf | |
%check miniplot for potential use | |
\usepackage{graphics} | |
\usepackage{caption} | |
%\usepackage{sidecap} | |
%\usepackage{textpos} | |
\usepackage[section]{placeins} |
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require(reshape2) | |
require(dprint) | |
require(quantmod) | |
require(PerformanceAnalytics) | |
#get manager data set for some date to play with | |
data(managers) | |
#get xts in df form so that we can melt with the reshape package |
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#Hsieh, David A. and Fung, William, | |
#The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers. | |
#The Review of Financial Studies, Vol. 14, No. 2, Summer 2001 . | |
#Available at SSRN: http://ssrn.com/abstract=250542 | |
#http://faculty.fuqua.duke.edu/~dah7/DataLibrary/TF-Fac.xls | |
require(gdata) | |
require(quantmod) | |
require(PerformanceAnalytics) |
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#NONE OF THIS IS INVESTMENT ADVICE | |
#attempt to fuse some cdar and es (cvar) research | |
#3 sources for most of the ideas incorporated | |
#http://systematicinvestor.wordpress.com/2011/11/01/minimizing-downside-risk/ | |
#http://www.rinfinance.com/agenda/2010/Carl+Peterson+Boudt_Tutorial.pdf | |
#Strub, Issam S., Trade Sizing Techniques for Drawdown and Tail Risk Control (May 21, 2012). | |
# Available at SSRN: http://ssrn.com/abstract=2063848 | |
# Load Systematic Investor Toolbox (SIT) |
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###########NOT INVESTMENT ADVICE###################### | |
#extend the trend following factors into a system for trading S&P 500 | |
#Hsieh, David A. and Fung, William, | |
#The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers. | |
#The Review of Financial Studies, Vol. 14, No. 2, Summer 2001 . | |
#Available at SSRN: http://ssrn.com/abstract=250542 |
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require(lattice) | |
require(latticeExtra) | |
require(reshape2) | |
require(directlabels) | |
require(quantmod) | |
require(PerformanceAnalytics) | |
getSymbols("^GSPC",from="1900-01-01") | |
GSPC.monthly <- GSPC[endpoints(GSPC,"months"),4] |