Question

With each hybrid automobile model, prepare a summary that does the following: 2. Interprets the directional of the relationship of each statistically significant independent variable with respect to the preference for the hybrid model concerned. Independent variables as they join to predict the preferences for the hybrid model concerned Coefficients Model Unstandardized Coefficients Standardized Sig Coefficients B Std. Error Beta 6.981 506 13.795 .000 3.694E-007 000 3.383 101 ,001 -1.315 098 -13.442 -.531 000 -.339 115 -.086 -2.953 ,003 5 -026 .004 -260 -6.220 000 -219 042 -.291 -5.207 000 .075 1.920 3.073E-006 .000 055 .119 .039 .164 3.016 .003 Dependent Variable: Desirability: 1 Seat Motorcycle Electric a. m Model Summary Adjusted R Std. Error of R Square Square Model the Estimate 516 516 .266 258 1.060 2 266 259 1.060 516 3 266 259 1.059 515 4 265 259 1.059 514 5 264 259 1.060 Coefficients Model Unstandardized Coefficients Standardized Sig Coefficients Std. Error Beta 3.253 280 11.604 .000 1.701E-006 000 374 13.988 000 107 .532 172 4.984 .000 .127 313 12.132 .000 1.536 5 -.014 .005 .112 -3.032 .002 -.123 000 ,000 -3.656 -6.277E-006 .000 .052 415 9.295 480 .000 .044 623 -12.733 .564 a. Dependent Variable: Desirability: 2 Seat Runabout Sport Electric O8 8 Model Summary Adjusted R Square Std Error of the Estimate R R Square Model 652 425 418 1.172 2 6526 425 419 1.171 3 .652 .425 419 1.171 4 .651 424 419 1,171 .650 5 422 418 1.172 Model Unstandardized Coefficients Standardized Sig Coefficients Std. Error Beta 2.073 673 3.080 002 -7.911E-007 000 140 -5.611 000 -1.479 .126 .384 -11.768 .000 318 .174 .052 1.830 .067 057 -147 -.074 010 -2.572 3 -.096 005 619 -17.725 .000 061 465 396 7.591 000 -1.137E-005 .000 -178 -5.503 .000 -441 068 306 -6.520 000 657 056 583 11.710 .000 . Dependent Variable: Desirability: 2 Seat Runabout Hatchback Gasoline Hybrid Model Summary Adjusted R Square Std. Error of R Square the Estimate R Model 707 707 707 500 494 1.359 495 1.359 500 1.359 499 495 3 Coefficients Sig Standardized Unstandardized Coefficients Model Coefficients Std. Error Beta B 000 -7.100 608 4.315 000 11.371 .000 282 1.476E-006 .000 4.037 132 116 469 .006 -2.742 -078 .161 -440 000 4.145 .119 053 220 3 000 11.244 391 .005 .056 .004 2.893 .139 052 .151 000 10.459 338 000 1.991E-005 .000 3.809 175 .048 182 .017 -2.385 -074 036 .086 a. Dependent Variable: Desirability: 4 Seat Economy Diesel Hybrid Model Summary Adjusted R Square 494 Std Error of the Estimate R Square R Model 707 500 1 257 707b 500 495 1.257 2 707 499 495 1.256 Coefficients Sig Unstandardized Coefficients Standardized Model Coefficients Std. Error Beta 4.049 000 302 1.222 000 -5.905 .000 -.175 -7.532E-007 015 2.439 113 ,094 275 003 2.948 .086 044 131 000 11.050 465 005 .055 001 -3.463 .128 .000 -6.185E-006 047 -1.993 -.080 044 087 000 3.770 152 032 120 a. Dependent Variable: Desirability: 5 Seat Economy Gasoline Model Summary Std. Error of Adjusted R Square the Estimate R Square Model 1.259 249 258 507 1.258 250 258 507 2 1.257 251 258 507 3 1.257 251 257 .507 1.258 250 505 255 5

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