This assignment will require you to analyze time series of monthly returns. Start by retrieving MONTHLY data
Question:
This assignment will require you to analyze time series of monthly returns. Start by retrieving MONTHLY data for the period of 01/01/2016 - 12/31/2021 from Yahoo website for −
S&P 500 Index (ticker: ^GSPC)
-APPLE
-TESLA
1) The question is asking to go to Yahoo finance website and look the S&P 500 for Facebook, Telsa and Apple
2) Download the MONTHLY price data for the 01/01/2016-12/31/2020 period for the three securities.
3) Calculate the MONTHLY return data for the 01/01/2016-12/31/2020 period for the selected three securities.
4) Calculate the average arithmetic monthly return, variance, and standard deviation of returns for 01/01/2016-12/31/2020 period for the selected three securities.
5) Calculate the covariance and correlation of returns between Company A and Company B for the 01/01/2016-12/31/2020 period. What does the correlation indicate?
6) Calculate the stock betas for Company A and Company B for the 01/01/2016-12/31/2020period. What do the betas indicate? Hint: What is a proxy for the market portfolio? What should go in the known-xs array and what should go in the known-ys array?
7) Suppose you invest 50% in Company A and 50% in Company B. What is your portfolio average return and standard deviation?
8) Compare the average return and standard deviation of Company A and Company B from #4 with the portfolio average return and standard deviation from #7. What do you observe? What can you conclude from your findings?
Quantitative Investment Analysis
ISBN: 978-1119104223
3rd edition
Authors: Richard A. DeFusco, Dennis W. McLeavey, Jerald E. Pinto, David E. Runkle