In: Statistics and Probability
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Year Tippy Stock Sibbit Stock S&P 500
2007 -10.80% 3.85% -2.87%
2008 -3.50% -7.25% 3.39%
2009 4.90% 4.33% 1.45%
2010 2.90% 8.21% 4.56%
2011 -3.80% -2.55% -2.38%
Total -10.30% 6.59% 4.15%
Z- statistic at the 5% confidence level is 1.6449
Z- statistic at the 10% confidence level is 1.2816
Z-statistic at the 1% confidence level is 2.3263
What is the maximum expected loss for S&P at the 5% confidence level using standard deviation?
What is the maximum expected loss for stock Tippy stock at the 5% confidence level using beta?
What is the maximum dollar loss if you invest $4,000,000 in Tippy stock using beta?
What are the Sharpe and Treynor index for Sibbit stock? Assume that T-bill rate is 0.05%
1)
S&P 500
Average Return = (-2.87+3.39+1.45+4.56-2.38)/5
Average Return = 0.83%
Variance =((-2.87-0.83)^2 + (3.39-0.83)^2 + (1.45-0.83)^2 + (4.56-0.83)^2 + (-2.38 -0.83)^2 )/(5-1)
Variance = 11.21125
Standard Deviation = Variance^(1/2)
Standard Deviation = 11.21125^(1/2)
Standard Deviation = 3.3483%
5% confidence level using standard deviation
Maximum expected loss = Average Return - Standard Deviation*Z
Maximum expected loss = 0.83% - 3.3483%*1.6449
Maximum expected loss = -4.68%
2)
Tippy Stock
Average Return = (-10.8 -3.5 + 4.9 + 2.9 - 3.8)/5
Average Return = -2.06%
Variance =( (-10.8+ 2.06)^2 + ( -3.5+ 2.06)^2 + (4.9+ 2.06)^2 + (2.9+ 2.06)^2 + ( - 3.8+ 2.06)^2 )/(5-1)
Variance = 38.633
Standard Deviation = Variance^(1/2)
Standard Deviation = 38.633%^(1/2)
Standard Deviation = 6.2155%
1% confidence level using standard deviation
Maximum expected loss = Average Return - Standard Deviation*Z
Maximum expected loss = -2.06% - 6.2155%* 1.6449
Maximum expected loss = -12.28387 %