Plotting US Treasury yields
Since corporate bonds are riskier than US Treasuries, the risk-free rate is the baseline rate we would expect corporate bonds to yield. However, US Treasury yields are not constant and could change substantially through time. We can see this by plotting the US Treasury yield data over a long period.
In this exercise, you will use the quantmod() package to obtain and plot 10-Year US Treasury yield data from the Federal Reserve Electronic Database (FRED) from January 2006 to September 2016.
The getSymbols() command in quantmod
allows you to access the FRED
database by specifying the Symbols
argument (in this case, to "DGS10"
for 10-Year US Treasury Bonds). You'll also need to set the src
argument equal to "FRED"
, and set auto.assign
to FALSE
.
This is a part of the course
“Bond Valuation and Analysis in R”
Exercise instructions
- Load the
quantmod
package. - Use
getSymbols()
fromquantmod
to obtain data onDGS10
fromFRED
. Be sure to set theauto.assign
argument toFALSE
. Save this data tot10yr
. - Subset your
t10yr
data to the period from January 2006 to September 2016 using thedata["date1/date2"]
format. - Use the pre-written code to plot your
t10yr
data.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Load quantmod package
# Obtain Treasury yield data
t10yr <- getSymbols(Symbols = "___", src = "___", auto.assign = ___)
# Subset data
t10yr <-
# Plot yields
plot(x = index(t10yr),
y = t10yr$DGS10,
xlab = "Date",
ylab = "Yield (%)",
type = "l",
col = "red",
main = "10-Year US Treasury Yields")
This exercise is part of the course
Bond Valuation and Analysis in R
Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.
Estimating Yield To Maturity - The YTM measures the expected return to bond investors if they hold the bond until maturity. This number summarizes the compensation investors demand for the risk they are bearing by investing in a particular bond. We will discuss how one can estimate YTM of a bond.
Exercise 1: Price-yield relationshipExercise 2: Credit ratingsExercise 3: The yield on the Moody's Baa indexExercise 4: Value the 5% bond using the Baa yield you foundExercise 5: Plotting the price/yield relationshipExercise 6: Components of yieldExercise 7: Risk-free yieldExercise 8: Plotting US Treasury yieldsExercise 9: Plotting the investment grade spreadExercise 10: Estimating the yield of a bondExercise 11: Finding a bond's yieldExercise 12: Use uniroot function to find YTMWhat is DataCamp?
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