Question: The above two tables are related to the variable WIND. The first is a regression table with 5-variables predicting the WIND while the second table
The above two tables are related to the variable WIND. The first is a regression table with 5-variables predicting the WIND while the second table contains the Summary statistic related to WIND data. Answer the questions (choose the most appropriate answer):
I) If Variable 5 increases by 10 units, according to the table what would be your prediction? (11.11 points)
- a. The WIND will be about 0.27 units
- b. Since Standard Error is 1.3 the WIND will be between 0.27-1.3 and 0.27+1.3 units
- c. No conclusion because R-square is too large
- d. WIND will increase by 0.27 units
- e. None of these
II) If all 5 variables increase by 1 unit, according to the table what would be your prediction? (11.11 points)
- a. The WIND would increase by approximately 14.38 units
- b. The WIND would be approximately 14.38 units
- c. The WIND would be approximately -0.09 units
- d. The WIND would decrease by approximately 0.09 units
- e. None of the above
III) Which two numbers are design to describe the center of the variable WIND? (numbers are rounded) (11.11 points)
- a. 9.3 & 0.23
- b. 9.3 & 1.42
- c. 9.3 &1.3
- d. 9.3 & 9.4
- e. 9.3 & 14.4

SUMMARY OUTPUT WIND Regression Statistics Mean 9.443902 Multiple R 0.481606 Standard Error 0.223117 R Square 0.231944 Median 9.3 Adjusted R Square 0.122222 Mode 9 Standard Error 1.338494 Standard Deviation 1.428644 Observations 41 Sample Variance 2.041024 Kurtosis 0.405752 ANOVA Skewness 0.002883 of SS MS F gnificonce F Range 6.7 Regression 5 18.93614 3.787228 2.11392 0.086842 Minimum 6 Residual 35 62.70483 1.791567 Maximum 12.7 Total 40 81.64098 Sum 387.2 Count 41 Coefficientcondord Err t Stot P-volve Lower 95%Upper 959: Lower 95.0%% pper 95. 09 Intercept 14.48142 2.013495 7.19218 2.16E-08 10.3938 18.56903 10.39380452 18.56903 XVariable 1 -0.01772 0.011506 -1.54011 0.132527 -0. 04108 0.005638 -0.04107781 0.005638 X Variable 2 0.001021 0.001769 0.576885 0.567709 -0. 00257 0.004612 -0.002570919 0.004612 X Variable 3 -9.98-05 0.001547 -0.063 89 0.949424 -0.00324 0.003043 -0. 003240244 0.003043 X Variable 4 -0.10404 0.038166 -2.72609 0.009943 -0. 18153 -0.02656 -0. 181526063 -0.02656 X Variable 5 0.027355 0.020554 1.330878 0.191835 -0.01437 0.069082 -0.014372071 0.069082
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