Question: Howard Golub, CFA, is preparing to write a research report on Stellar Energy Corp. common stock. One of the world's largest companies, Stellar is in
Golub directs his assistant, Jill Batten, to study the relationships between Stellar monthly common stock returns versus the previous month's percent change in the US Consumer
Price Index for Energy (CPIENG), and Stellar monthly common stock returns versus the previous month's percent change in the US Producer Price Index for Crude Energy Materials (PPICEM). Golub wants Batten to run both a correlation and a linear regression analysis. In response, Batten compiles the summary statistics shown in Exhibit 1 for the 248 months between January 1980 and August 2000. All of the data are in decimal form, where 0.01 indicates a 1 percent return. Batten also runs a regression analysis using Stellar monthly returns as the dependent variable and the monthly change in CPIENG as the independent variable. Exhibit 2 displays the results of this regression model.
-1.png)
EXHIBIT 2 Regression Analysis with CPIENG
Regression Statistics
Multiple R...............................0.1452
R-squared...............................0.0211
Standard error of the estimate........0.0710
Observations...........................248
-2.png)
Batten wants to determine whether the sample correlation between the Stellar and CPIENG variables (0.1452) is statistically significant. The critical value for the test statistic at the 0.05 level of significance is approximately 1.96. Batten should conclude that the statistical relationship between Stellar and CPIENG is:
A. significant, because the calculated test statistic has a lower absolute value than the critical value for the test statistic
B. significant, because the calculated test statistic has a higher absolute value than the critical value for the test statistic
C. not significant, because the calculated test statistic has a higher absolute value than the critical value for the test statistic
EXHIBIT 1 Descriptive Statistics Lagged Monthly Change Monthly Return Stellar Common Stock CPIENG PPICEM Mean 0.0042 0.0123 0.0023 Standard Deviation 0.0534 0.0717 0.0160 Covariance, Stellar vs. CPIENG -0.00017 F0.00048 Covariance, Stellar vs. PPICEM Covariance, CPIENG vs. PPICEM 0.00044 Correlation, Stellar vs. CPIENG -0.1452 Coefficients Standard Error -Statistic 0.0138 0.0046 3.0275 Intercept Slope coefficient -0.6486 0.2818 -2.3014
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B is correct because the calculated test statistic is Because the absolute value of t 230... View full answer
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