The following table shows a sample of historical total returns of shares in two different companies A and B.
Stock Returns | ||
Total effective annual returns | ||
Year | ##r_A## | ##r_B## |
2007 | 0.2 | 0.4 |
2008 | 0.04 | -0.2 |
2009 | -0.1 | -0.3 |
2010 | 0.18 | 0.5 |
What is the historical sample covariance (##\hat{\sigma}_{A,B}##) and correlation (##\rho_{A,B}##) of stock A and B's total effective annual returns?
Two risky stocks A and B comprise an equal-weighted portfolio. The correlation between the stocks' returns is 70%.
If the variance of stock A's returns increases but the:
- Prices and expected returns of each stock stays the same,
- Variance of stock B's returns stays the same,
- Correlation of returns between the stocks stays the same.
Which of the following statements is NOT correct?
All things remaining equal, the higher the correlation of returns between two stocks:
Question 559 variance, standard deviation, covariance, correlation
Which of the following statements about standard statistical mathematics notation is NOT correct?
The covariance and correlation of two stocks X and Y's annual returns are calculated over a number of years. The units of the returns are in percent per annum ##(\% pa)##.
What are the units of the covariance ##(\sigma_{X,Y})## and correlation ##(\rho_{X,Y})## of returns respectively?
Hint: Visit Wikipedia to understand the difference between percentage points ##(\text{pp})## and percent ##(\%)##.
What is the covariance of a variable X with itself?
The cov(X, X) or ##\sigma_{X,X}## equals:
What is the covariance of a variable X with a constant C?
The cov(X, C) or ##\sigma_{X,C}## equals:
Question 988 variance, covariance, beta, CAPM, risk, no explanation
Price Data Time Series | |||||||||||
Sourced from Yahoo Finance Historical Price Data | |||||||||||
Date | S&P500 Index (^GSPC) | Apple (AAPL) | |||||||||
Open | High | Low | Close | Adj close | Open | High | Low | Close | Adj close | ||
2007, Wed 3 Jan | 1418 | 1429 | 1408 | 1417 | 1417 | 12.33 | 12.37 | 11.7 | 11.97 | 10.42 | |
2008, Wed 2 Jan | 1468 | 1472 | 1442 | 1447 | 1447 | 28.47 | 28.61 | 27.51 | 27.83 | 24.22 | |
2009, Fri 2 Jan | 903 | 935 | 899 | 932 | 932 | 12.27 | 13.01 | 12.17 | 12.96 | 11.28 | |
2010, Mon 4 Jan | 1117 | 1134 | 1117 | 1133 | 1133 | 30.49 | 30.64 | 30.34 | 30.57 | 26.6 | |
Source: Yahoo Finance. | |||||||||||
Which of the following statements about the above table which is used to calculate Apple's equity beta is NOT correct?
Question 1005 variance, covariance, beta, CAPM, risk, no explanation
Price Data Time Series | ||
Sourced from Yahoo Finance Historical Price Data | ||
Date | Adjusted close | |
S&P500 Index (^GSPC) |
Tesla (TSLA) |
|
2017, Fri 29 Dec | 2673.61 | 62.27 |
2018, Mon 31 Dec | 2506.85 | 66.56 |
2019, Tue 31 Dec | 3230.78 | 83.67 |
2020, Tue 31 Dec | 3756.07 | 705.67 |
Source: Yahoo Finance. | ||
Which of the following statements about the above table which is used to calculate Tesla's equity beta is NOT correct? Over the last 4 years the historical: