Solution Found!
Volatility of foreign stocks. The relationship
Chapter 12, Problem 96E(choose chapter or problem)
Volatility of foreign stocks. The relationship between country credit ratings and the volatility of the countries stock markets was examined in the Journal of PortfolioManagement (Spring 1996). The researchers point out that this volatility can be explained by two factors: the countries’ credit ratings and whether the countries in question have developed or emerging markets. Data on the volatility (measured as the standard deviation of stock returns),credit rating (measured as a percentage), and market type(developed or emerging) for a sample of 30 fictitious countries are saved in the file. (Selected observations are shown in the table below.)
a. Write a model that describes the relationship between volatility (y) and credit rating (\(x_1\)) as two nonparallel lines, one for each type of market. Specify the dummy variable coding scheme you use.
b. Plot volatility y against credit rating \(x_1\) for all the developed markets in the sample. On the same graph, plot y against \(x_1\) for all emerging markets in the sample. Doesit appear that the model specified in part a is appropriate? Explain.
c. Fit the model, part a, to the data using a statistical software package. Report the least squares prediction equation for each of the two types of markets.
d. Plot the two prediction equations of part c on a scatterplot of the data.
e. Is there evidence to conclude that the slope of the linear relationship between volatility y and credit rating \(x_1\) depends on market type? Test using \(\alpha\ =\ .01\).
Questions & Answers
QUESTION:
Volatility of foreign stocks. The relationship between country credit ratings and the volatility of the countries stock markets was examined in the Journal of PortfolioManagement (Spring 1996). The researchers point out that this volatility can be explained by two factors: the countries’ credit ratings and whether the countries in question have developed or emerging markets. Data on the volatility (measured as the standard deviation of stock returns),credit rating (measured as a percentage), and market type(developed or emerging) for a sample of 30 fictitious countries are saved in the file. (Selected observations are shown in the table below.)
a. Write a model that describes the relationship between volatility (y) and credit rating (\(x_1\)) as two nonparallel lines, one for each type of market. Specify the dummy variable coding scheme you use.
b. Plot volatility y against credit rating \(x_1\) for all the developed markets in the sample. On the same graph, plot y against \(x_1\) for all emerging markets in the sample. Doesit appear that the model specified in part a is appropriate? Explain.
c. Fit the model, part a, to the data using a statistical software package. Report the least squares prediction equation for each of the two types of markets.
d. Plot the two prediction equations of part c on a scatterplot of the data.
e. Is there evidence to conclude that the slope of the linear relationship between volatility y and credit rating \(x_1\) depends on market type? Test using \(\alpha\ =\ .01\).
ANSWER:
Step 1 of 8
a) The responsible variable (y) is volatile and the independent variable (x1) is credit rating and (x2) is referred to as market type. The two types of market “developed and emerging”, the dummy variable being defined as:
