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  3. Introduction to Portfolio Analysis in R

Exercise

Annualized mean and volatility

The mean and volatility of monthly returns correspond to the average and standard deviation over a monthly investment horizon. Investors annualize those statistics to show the performance over an annual investment horizon.

To do so, the package PerformanceAnalytics has the function Return.annualized() and StdDev.annualized() to compute the (geometrically) annualized mean return and annualized standard deviation for you.

Remember that the Sharpe ratio is found by taking the mean excess returns subtracted by the risk-free rate, and then divided by the volatility! The packages PerformanceAnalytics and sp500_returns are preloaded for you.

Instructions

100 XP
  • Use the function Return.annualized() to compute the annualized mean of sp500_returns.
  • Use the function StdDev.annualized() to compute the annualized standard deviation of sp500_returns.
  • Calculate the annualized Sharpe Ratio using commands from the PerformanceAnalytics package, assign it to ann_sharpe. Assume the risk free rate is 0.
  • Obtain all the above results at once using the function table.AnnualizedReturns().