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SCENARIO 13-7
an Investment Specialist Claims That If One Holds

Question 61

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SCENARIO 13-7
An investment specialist claims that if one holds a portfolio that moves in the opposite direction to the
market index like the S&P 500, then it is possible to reduce the variability of the portfolio's return. In
other words, one can create a portfolio with positive returns but less exposure to risk.
A sample of 26 years of S&P 500 index and a portfolio consisting of stocks of private prisons, which
are believed to be negatively related to the S&P 500 index, is collected. A regression analysis was
performed by regressing the returns of the prison stocks portfolio (Y) on the returns of S&P 500 index
(X) to prove that the prison stocks portfolio is negatively related to the S&P 500 index at a 5% level
of significance. The results are given in the following EXCEL output.  Coefficients  Standard Error  T Stat  P-  Coefficients  Standard Error  T Stat  P-value  Intercept 4.86600.357413.61360.0000 S&P 0.50250.07167.01860.0000\begin{array}{l}\text { Coefficients } \bullet \text { Standard Error } \bullet \text { T Stat } \bullet \text { P- }\\\begin{array} { l r r r r } \hline & \text { Coefficients } & \text { Standard Error } & \text { T Stat } & \text { P-value } \\\hline \text { Intercept } & 4.8660 & 0.3574 & 13.6136 & 0.0000 \\\text { S\&P } & - 0.5025 & 0.0716 & - 7.0186 & 0.0000 \\\hline\end{array}\end{array}
-Referring to Scenario 13-7, to test whether the prison stocks portfolio is negatively related to the S&P 500 index, the appropriate null and alternative hypotheses are, respectively, a) H0:ρ0H _ { 0 } : \rho \geq 0 vs. H1:ρ<0H _ { 1 } : \rho < 0
b) H0:ρ0H _ { 0 } : \rho \leq 0 vs. H1:ρ>0H _ { 1 } : \rho > 0
c) H0:r0H _ { 0 } : r \geq 0 vs. H1:r<0H _ { 1 } : r < 0
d) H0:r0H _ { 0 } : r \leq 0 vs. H1:r>0H _ { 1 } : r > 0

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