Question: 3d] The computer output for the multiple regression modei with log mpg as the dependent variable and meteor independent variables is given below. The regression
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3d] The computer output for the multiple regression modei with log mpg as the dependent variable and meteor independent variables is given below. The regression equation is loqmpq = 1.?5 0.000049 displacement 0.000329 horsepower D.0002?3 weight + 0.029? year Predictor Coef SE Coef T P Constant 1.7467 0.1439 11.73 0.000 displacement 0.0000492 0.0001900 0.26 0.796 horsepower 0.0008292 0.0003T01 2.19 0.029 WEiqht 0.00027255 0.00002069 13.1T 0.000 year 0.029?3T 0.001860 15.99 0.000 S = 0.121823 RSq = ET.3% RSqiadjl = 37.2% Analysis of Variance Source DE SS HS F 9 Regression 4 39.4666 9.3666 664.04 0.000 Residue] Error 33? 5.7434 0.0143 Total 391 45.2100 Use this ompul to test the null hypothesis : .81 2 ti; = 33 = 54 = 0 versus the alternative hypothesis that not all of these [3's arc equal to 0. What does your result mean? Choose the best answer from the following: i) Since the pvalues for horsepower, weight, and year are all less than .05, this means that the hypothesis that all the Beta's : 0 can be rejected. This means that at least one of displacement, horsepower, weight, and year impact logmpg. ii} Since the pvalues for horsepower, weight, and year are all less than .05, this means that the hypothesis that all the Beta's = 0 can be rejected. This means that all of displacement, horsepower, weight, and year impact logmpg. iii} The pvalue for testing the null hypothesis that all the Beta's : 0 is 0.000 e: .05 so this hypothesis is rejected. This
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