[Uwgarp-commits] r95 - in pkg/GARPFRM: . R sandbox vignettes
noreply at r-forge.r-project.org
noreply at r-forge.r-project.org
Fri Feb 28 19:21:53 CET 2014
Author: tfillebeen
Date: 2014-02-28 19:21:52 +0100 (Fri, 28 Feb 2014)
New Revision: 95
Modified:
pkg/GARPFRM/NAMESPACE
pkg/GARPFRM/R/backTestVaR.R
pkg/GARPFRM/sandbox/test_VaR.R
pkg/GARPFRM/vignettes/CAPM_TF.pdf
Log:
VaR test and function updated
Modified: pkg/GARPFRM/NAMESPACE
===================================================================
--- pkg/GARPFRM/NAMESPACE 2014-02-27 17:18:47 UTC (rev 94)
+++ pkg/GARPFRM/NAMESPACE 2014-02-28 18:21:52 UTC (rev 95)
@@ -1,3 +1,4 @@
+S3method(countViolations,xts)
S3method(fcstGarch11,DCCfit)
S3method(getAlphas,capm_mlm)
S3method(getAlphas,capm_uv)
@@ -10,10 +11,16 @@
S3method(getStatistics,capm_uv)
S3method(hypTest,capm_mlm)
S3method(hypTest,capm_uv)
+S3method(plot,EWMACor)
+S3method(plot,EWMACovar)
+S3method(plot,EWMAVar)
+S3method(plot,capm_mlm)
+S3method(plot,capm_uv)
export(CAPM)
export(EWMA)
export(backTestVaR)
export(chartSML)
+export(countViolations)
export(fcstGarch11)
export(garch11)
export(getAlphas)
@@ -22,8 +29,3 @@
export(getCov)
export(getStatistics)
export(hypTest)
-export(plot.EWMACor)
-export(plot.EWMACovar)
-export(plot.EWMAVar)
-export(plot.capm_mlm)
-export(plot.capm_uv)
Modified: pkg/GARPFRM/R/backTestVaR.R
===================================================================
--- pkg/GARPFRM/R/backTestVaR.R 2014-02-27 17:18:47 UTC (rev 94)
+++ pkg/GARPFRM/R/backTestVaR.R 2014-02-28 18:21:52 UTC (rev 95)
@@ -15,3 +15,35 @@
return(result)
}
+
+#' Count backtesting VaR
+#'
+#' Description of countBacktesting VaR
+#'
+#' @param backTestVaR object created by \code{\link{backTestVaR}}
+#' @param initialWindow
+#' @param CI
+#' @param temp
+#' @export
+countViolations <- function(object, temp, initialWindow, CI){
+ UseMethod("countViolations")
+}
+
+#' @method countViolations xts
+#' @S3method countViolations xts
+countViolations.xts <- function(object, temp, initialWindow=10, CI=0.95){
+ violations = matrix(0, 3, 5)
+ testWindow = nrow(temp) -initialWindow
+ rownames(violations) = c("Normal", "HS", "Modified")
+ colnames(violations) = c("En1", "n1", "1-CI", "Percent", "VaR")
+ violations[, "En1"] = (1-CI)*initialWindow
+ violations[, "1-CI"] = 1 - CI
+
+ for(i in colnames(object)) {
+ violationVaR = temp[index(object), ] < object[, i]
+ violations[i, "n1"] = sum(violationVaR, na.rm= TRUE)
+ violations[i, "Percent"] = sum(violationVaR, na.rm=TRUE)/testWindow
+ violations[i, "VaR"] = violations[i, "n1"]/violations[i, "En1"]
+ }
+ return(violations)
+}
\ No newline at end of file
Modified: pkg/GARPFRM/sandbox/test_VaR.R
===================================================================
--- pkg/GARPFRM/sandbox/test_VaR.R 2014-02-27 17:18:47 UTC (rev 94)
+++ pkg/GARPFRM/sandbox/test_VaR.R 2014-02-28 18:21:52 UTC (rev 95)
@@ -4,8 +4,7 @@
temp = R[,1]
# BackTesting Window
initialWindow = 10
-testWindow = nrow(R) -initialWindow
-CI = 0.95
+CI = 0.99
lags = -1
resultVaR = rollapply(temp, width= initialWindow, FUN = backTestVaR, CI=CI, by.column = FALSE, align = "right")
# VaR lags original data by definition
@@ -14,10 +13,8 @@
resultVaR = xts(resultVaR, index(R))
temp = xts(temp, index(temp))
-chart.TimeSeries(cbind(resultVaR,temp), legend.loc="topright")
+# chart result for the 3 types of models
+chart.TimeSeries(cbind(temp,resultVaR), legend.loc="topright")
-# violations.mat = matrix(0, 3, 5)
-# rownames(violations.mat) = c("Normal", "HS", "Modified")
-# colnames(violations.mat) = c("En1", "n1", "1-CI", "Percent", "VaR")
-# violations.mat[, "En1"] = (1-CI)*testWindow
-# violations.mat[, "1-CI "] = 1 - CI
+# Show in table format the result of the chart
+VaRviolations = countViolations(resultVaR, temp, initialWindow, CI =0.95)
Modified: pkg/GARPFRM/vignettes/CAPM_TF.pdf
===================================================================
--- pkg/GARPFRM/vignettes/CAPM_TF.pdf 2014-02-27 17:18:47 UTC (rev 94)
+++ pkg/GARPFRM/vignettes/CAPM_TF.pdf 2014-02-28 18:21:52 UTC (rev 95)
@@ -5,14 +5,16 @@
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[TRUNCATED]
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