Model Summary - Analisa Pemilihan Moda Antara Shuttle Service Dan Kereta Api Dengan Menggunakan Metode Stated Preferenced (Studi Kasus : Bandung – Jakarta)
Lampiran Alternatif 1 dengan R
2 = 0.013 y = a + b 1 x
1 y = 1,152 + 0,00002074x
1 Variables Entered/Removed
Model Variables
a. Predictors: (Constant), selisih biaya
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih biaya
Residual 5414.270 2988 1.812 Total 5483.962 2989
a
1 Regression 69.692 1 69.692 38.462 .000
ANOVA b Model Sum of Squares df Mean Square F Sig.
b. Dependent Variable: Probabilitas
.013 .012 1.3461072
Entered Variables Removed Method 1 selisih biaya
a
b
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
a
Estimate 1 .113
Standardized Unstandardized Coefficients Coefficients Model B Std. Error Beta t Sig.
1 (Constant) 1.152 .026 43.575 .000 selisih biaya 2.074E-5 .000 .113 6.202 .000 a. Dependent Variable: Probabilitas
a
Residuals Statistics
Minimum Maximum Mean Std. Deviation N Predicted Value 1.152148 1.774396 1.211979 .1526968 2990 Std. Predicted Value -.392 3.683 .000 1.000 2990 Standard Error of Predicted .026 .094 .032 .015 2990 Value Adjusted Predicted Value 1.151745 1.787234 1.211959 .1526150 2990 Residual -3.7641797 1.0450521 .0000000 1.3458820 2990 Std. Residual -2.796 .776 .000 1.000 2990 Stud. Residual -2.799 .777 .000 1.000 2990 Deleted Residual -3.7722628 1.0454553 .0000205 1.3465779 2990 Stud. Deleted Residual -2.803 .776 .000 1.000 2990 Mahal. Distance .154 13.566 1.000 2.746 2990 Cook's Distance .000 .009 .000 .001 2990 Centered Leverage Value .000 .005 .000 .001 2990
a. Dependent Variable: Probabilitas Alternatif 2 dengan R
2 = 0.041 y = a + b 2 x
2 y = 1,088 + 0,323x
2 Variables Entered/Removed
Model Variables
b. Dependent Variable: Probabilitas
b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih waktu
Residual 5260.754 2988 1.761 Total 5483.962 2989
a
1 Regression 223.208 1 223.208 126.778 .000
ANOVA b Model Sum of Squares df Mean Square F Sig.
a. Predictors: (Constant), selisih waktu
Entered Variables Removed Method 1 selisih waktu . Enter a. All requested variables entered.
.041 .040 1.3268863
b
Estimate 1 .202
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
a
a Coefficients
Standardized Unstandardized Coefficients Coefficients Model B Std. Error Beta t Sig.
1 (Constant) 1.088 .027 40.822 .000 selisih waktu .323 .029 .202 11.260 .000 a. Dependent Variable: Probabilitas
a
Residuals Statistics
Minimum Maximum Mean Std. Deviation N Predicted Value 1.087915 2.055620 1.211979 .2732700 2990 Std. Predicted Value -.454 3.087 .000 1.000 2990 Standard Error of Predicted .027 .079 .032 .013 2990 Value Adjusted Predicted Value 1.087467 2.062888 1.211984 .2732930 2990 Residual -3.7689674 1.1092854 .0000000 1.3266643 2990 Std. Residual -2.840 .836 .000 1.000 2990 Stud. Residual -2.842 .836 .000 1.000 2990 Deleted Residual -3.7724168 1.1097330 -.0000048 1.3272949 2990 Stud. Deleted Residual -2.845 .836 .000 1.000 2990 Mahal. Distance .206 9.531 1.000 2.159 2990 Cook's Distance .000 .004 .000 .000 2990 Centered Leverage Value .000 .003 .000 .001 2990
a. Dependent Variable: Probabilitas
2 Alternatif 3 dengan R = 0.027
y = a + b 3 x
3 y = 1,164 + 0,621x
3 Variables Entered/Removed
Model Variables
ANOVA b Model Sum of Squares df Mean Square F Sig.
Model Unstandardized Coefficients Standardized Coefficients t Sig.
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih headway
Residual 5335.395 2988 1.786 Total 5483.962 2989
a
1 Regression 148.567 1 148.567 83.203 .000
b. Dependent Variable: Probabilitas
Entered Variables Removed Method 1 selisih headway . Enter a. All requested variables entered.
a. Predictors: (Constant), selisih headway
b
a
Estimate 1 .165
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
.027 .027 1.3362662
B Std. Error Beta 1 (Constant) 1.164 .025 46.580 .000 selisih headway .621 .068 .165 9.122 .000
a. Dependent Variable: Probabilitas
Residuals Statistics
aMinimum Maximum Mean Std. Deviation N Predicted Value .853505 2.096216 1.211979 .2229456 2990 Std. Predicted Value -1.608 3.966 .000 1.000 2990 Standard Error of Predicted Value
.025 .100 .030 .017 2990 Adjusted Predicted Value .851892 2.112784 1.212070 .2231109 2990 Residual -3.9827383 1.3436947 .0000000 1.3360426 2990 Std. Residual -2.980 1.006 .000 1.000 2990 Stud. Residual -2.984 1.006 .000 1.000 2990 Deleted Residual -3.9929149 1.3453083 -.0000902 1.3367366 2990 Stud. Deleted Residual -2.988 1.006 .000 1.000 2990 Mahal. Distance .046 15.730 1.000 3.235 2990 Cook's Distance .000 .014 .000 .001 2990 Centered Leverage Value .000 .005 .000 .001 2990
a. Dependent Variable: Probabilitas
Alternatif 4 dengan R
2 = 0.016 y = a - b
4 x
4 y =1,329 - 0,015x
4
Variables Entered/Removed b
ANOVA
b
Model Sum of Squares df Mean Square F Sig.Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih service
Residual 5397.287 2988 1.806 Total 5483.962 2989
a
1 Regression 86.675 1 86.675 47.984 .000
b. Dependent Variable: Probabilitas
Model Variables
a. Predictors: (Constant), selisih service
.016 .015 1.3439944
a
Estimate 1 .126
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
Entered Variables Removed Method 1 selisih service . Enter a. All requested variables entered.
1 (Constant) 1.329 .030 44.568 .000 selisih service -.015 .002 -.126 -6.927 .000 a. Dependent Variable: Probabilitas
Residuals Statistics
aMinimum Maximum Mean Std. Deviation N Predicted Value .872869 1.784959 1.211979 .1702879 2990 Std. Predicted Value -1.991 3.365 .000 1.000 2990 Standard Error of Predicted Value
.025 .086 .031 .015 2990 Adjusted Predicted Value .870665 1.795855 1.212107 .1703240 2990 Residual -3.8301442 1.3243310 .0000000 1.3437696 2990 Std. Residual -2.850 .985 .000 1.000 2990 Stud. Residual -2.853 .986 .000 1.000 2990 Deleted Residual -3.8392777 1.3265346 -.0001280 1.3446341 2990 Stud. Deleted Residual -2.857 .986 .000 1.001 2990 Mahal. Distance .042 11.322 1.000 2.504 2990 Cook's Distance .000 .010 .000 .001 2990 Centered Leverage Value .000 .004 .000 .001 2990
a. Dependent Variable: Probabilitas
Alternatif 5 dengan R
2 = 0.015 y = a + b
5 x
5 y = 1,146+ 0,017x
5 Variables Entered/Removed
b
Model Variables
Entered Variables Removed Method
1 selisih time acces . Enter a. All requested variables entered.
a
Residuals Statistics a
1 (Constant) 1.146 .026 43.342 .000 selisih time acces .017 .003 .124 6.833 .000 a. Dependent Variable: Probabilitas
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces
Residual 5399.598 2988 1.807 Total 5483.962 2989
1 Regression 84.364 1 84.364 46.685 .000
b. Dependent Variable: Probabilitas
ANOVA
b
Model Sum of Squares df Mean Square F Sig.b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces
.015 .015 1.3442821
a
Estimate 1 .124
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
Minimum Maximum Mean Std. Deviation N Predicted Value 1.145634 1.921880 1.211979 .1680023 2990 Std. Predicted Value -.395 4.226 .000 1.000 2990 Standard Error of Predicted .026 .107 .031 .016 2990 Value Adjusted Predicted Value 1.145227 1.939459 1.211990 .1680714 2990 Residual -3.6015823 1.0515664 .0000000 1.3440573 2990 Std. Residual -2.679 .782 .000 1.000 2990 Stud. Residual -2.680 .782 .000 1.000 2990 Deleted Residual -3.6043694 1.0519731 -.0000106 1.3446996 2990 Stud. Deleted Residual -2.683 .782 .000 1.000 2990 Mahal. Distance .156 17.855 1.000 3.414 2990 Cook's Distance .000 .014 .000 .000 2990 Centered Leverage Value .000 .006 .000 .001 2990
a. Dependent Variable: Probabilitas
2 Alternatif 6 dengan R = 0.064
y = a + b 1 x 1 + b 2 x
2 y = 0,990+ 0,0000282x 1 + 0,366x
2 b Variables Entered/Removed
Variables Variables Model Entered Removed Method 1 selisih waktu, . Enter selisih biaya
Variables Entered/Removed b
ANOVA b Model Sum of Squares df Mean Square F Sig.
1 (Constant) .990 .029 34.429 .000 selisih biaya 2.824E-5 .000 .153 8.530 .000 selisih waktu .366 .029 .229 12.730 .000
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih waktu, selisih biaya
Residual 5135.642 2987 1.719 Total 5483.962 2989
a
1 Regression 348.320 2 174.160 101.295 .000
b. Dependent Variable: Probabilitas
Model Variables
a. Predictors: (Constant), selisih waktu, selisih biaya
.064 .063 1.3112327
a
Estimate 1 .252
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
Entered Variables Removed Method 1 selisih waktu, selisih biaya
a. Dependent Variable: Probabilitas
Residuals Statistics
aMinimum Maximum Mean Std. Deviation N Predicted Value .989652 2.088374 1.211979 .3413708 2990 Std. Predicted Value -.651 2.567 .000 1.000 2990 Standard Error of Predicted Value
.029 .092 .038 .017 2990 Adjusted Predicted Value .989071 2.095776 1.211974 .3413769 2990 Residual -3.7516799 1.2075479 .0000000 1.3107939 2990 Std. Residual -2.861 .921 .000 1.000 2990 Stud. Residual -2.864 .921 .000 1.000 2990 Deleted Residual -3.7597382 1.2081285 .0000050 1.3116797 2990 Stud. Deleted Residual -2.868 .921 .000 1.000 2990 Mahal. Distance .437 13.608 1.999 3.218 2990 Cook's Distance .000 .007 .000 .000 2990 Centered Leverage Value .000 .005 .001 .001 2990
a. Dependent Variable: Probabilitas
Alternatif 7 dengan R
2 = 0.075 y = a + b 2 x 2 + b 3 x 3 y = 1,023 + 0,352x 2 + 0,702x 3 Variables Entered/Removed b
Model Variables
Entered Variables Removed Method
1 selisih headway, selisih waktu
a
Residuals Statistics
aa. Dependent Variable: Probabilitas
1 (Constant) 1.023 .027 38.025 .000 selisih waktu .352 .028 .220 12.434 .000 selisih headway .702 .067 .186 10.519 .000
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih headway, selisih waktu
Residual 5072.829 2987 1.698 Total 5483.962 2989
1 Regression 411.134 2 205.567 121.043 .000
. Enter a. All requested variables entered.
ANOVA
b
Model Sum of Squares df Mean Square F Sig.b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih headway, selisih waktu
.075 .074 1.3031892
a
Estimate 1 .274
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
Minimum Maximum Mean Std. Deviation N Predicted Value .671683 2.077336 1.211979 .3708758 2990 Std. Predicted Value -1.457 2.333 .000 1.000 2990 Standard Error of Predicted .027 .098 .037 .019 2990 Value Adjusted Predicted Value .669658 2.092472 1.212062 .3709668 2990 Residual -3.9221306 1.5255173 .0000000 1.3027532 2990 Std. Residual -3.010 1.171 .000 1.000 2990 Stud. Residual -3.014 1.171 .000 1.000 2990 Deleted Residual -3.9322078 1.5275418 -.0000829 1.3036267 2990 Stud. Deleted Residual -3.018 1.171 .000 1.000 2990 Mahal. Distance .274 15.735 1.999 3.641 2990 Cook's Distance .000 .009 .000 .001 2990 Centered Leverage Value .000 .005 .001 .001 2990
a. Dependent Variable: Probabilitas
2 Alternatif 8 dengan R = 0.045
y = a + b 3 x 3 - b 4 x
4 y = 1,286 + 0,644x 3 - 0,016x
4 b Variables Entered/Removed
Variables Variables Model Entered Removed Method 1 selisih service, . Enter selisih headway
Variables Entered/Removed b
ANOVA
b
Model Sum of Squares df Mean Square F Sig.1 (Constant) 1.286 .030 43.289 .000 selisih headway .644 .068 .170 9.524 .000 selisih service -.016 .002 -.133 -7.444 .000
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih service, selisih headway
Residual 5238.213 2987 1.754 Total 5483.962 2989
a
1 Regression 245.749 2 122.874 70.067 .000
b. Dependent Variable: Probabilitas
Model Variables
a. Predictors: (Constant), selisih service, selisih headway
.045 .044 1.3242622
a
Estimate 1 .212
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
Entered Variables Removed Method 1 selisih service, selisih headway
a. Dependent Variable: Probabilitas
Residuals Statistics
aMinimum Maximum Mean Std. Deviation N Predicted Value .803047 2.090660 1.211979 .2867364 2990 Std. Predicted Value -1.426 3.064 .000 1.000 2990 Standard Error of Predicted Value
.025 .099 .037 .020 2990 Adjusted Predicted Value .800684 2.107198 1.212184 .2868495 2990 Residual -3.9660704 1.3941532 .0000000 1.3238191 2990 Std. Residual -2.995 1.053 .000 1.000 2990 Stud. Residual -2.999 1.054 .000 1.000 2990 Deleted Residual -3.9762161 1.3965160 -.0002048 1.3249218 2990 Stud. Deleted Residual -3.003 1.054 .000 1.000 2990 Mahal. Distance .092 15.731 1.999 3.848 2990 Cook's Distance .000 .009 .000 .001 2990 Centered Leverage Value .000 .005 .001 .001 2990
a. Dependent Variable: Probabilitas
Alternatif 9 dengan R
2 = 0.034 y = a - b 4 x 4 + b 5 x
5 y = 1,267 – 0,017x 4 + 0,019x
5 Variables Entered/Removed
b
Model Variables
Entered Variables Removed Method
1 selisih time acces, selisih service
a
Residuals Statistics a
a. Dependent Variable: Probabilitas
1 (Constant) 1.267 .031 41.284 .000 selisih service -.017 .002 -.137 -7.577 .000 selisih time acces .019 .003 .135 7.491 .000
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces, selisih service
Residual 5297.772 2987 1.774 Total 5483.962 2989
1 Regression 186.190 2 93.095 52.489 .000
. Enter a. All requested variables entered.
ANOVA
b
Model Sum of Squares df Mean Square F Sig.b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces, selisih service
.034 .033 1.3317694
a
Estimate 1 .184
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
Minimum Maximum Mean Std. Deviation N Predicted Value .770902 1.947412 1.211979 .2495831 2990 Std. Predicted Value -1.767 2.947 .000 1.000 2990 Standard Error of Predicted Value
.027 .106 .037 .020 2990 Adjusted Predicted Value .768380 1.965171 1.212110 .2496298 2990 Residual -3.7946775 1.4262977 .0000000 1.3313238 2990 Std. Residual -2.849 1.071 .000 1.000 2990 Stud. Residual -2.853 1.072 .000 1.000 2990 Deleted Residual -3.8037748 1.4288205 -.0001304 1.3323740 2990 Stud. Deleted Residual -2.856 1.072 .000 1.000 2990 Mahal. Distance .213 17.874 1.999 4.016 2990 Cook's Distance .000 .009 .000 .001 2990 Centered Leverage Value .000 .006 .001 .001 2990
a. Dependent Variable: Probabilitas
Alternatif 10 dengan R
2 = 0.104 y = a + b 1 x 1 + b 2 x 2 + b 3 x
3 y = 0,905 + 0,00003217x
- + 0,404x
- + 0,77x
1
2
3
Variables Entered/Removed bModel Variables
Entered Variables Removed Method
1 selisih headway, selisih biaya, selisih waktu
1 Regression 571.717 3 190.572 115.843 .000
1 (Constant) .905 .029 31.138 .000 selisih biaya 3.217E-5 .000 .175 9.880 .000 selisih waktu .404 .028 .253 14.263 .000 selisih headway .770 .066 .204 11.653 .000 a. Dependent Variable: Probabilitas
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih headway, selisih biaya, selisih waktu
Residual 4912.245 2986 1.645 Total 5483.962 2989
a
ANOVA
b
Model Sum of Squares df Mean Square F Sig.. Enter a. All requested variables entered.
b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih headway, selisih biaya, selisih waktu
.104 .103 1.2826115
a
Estimate 1 .323
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
Residuals Statistics a Minimum Maximum Mean Std. Deviation N Predicted Value .519722 2.116734 1.211979 .4373484 2990 Std. Predicted Value -1.583 2.069 .000 1.000 2990 Standard Error of Predicted .029 .096 .042 .020 2990 Value Adjusted Predicted Value .517254 2.124243 1.212045 .4374071 2990 Residual -3.8714771 1.6774777 .0000000 1.2819676 2990 Std. Residual -3.018 1.308 .000 .999 2990 Stud. Residual -3.022 1.309 .000 1.000 2990 Deleted Residual -3.8814864 1.6799457 -.0000658 1.2830999 2990 Stud. Deleted Residual -3.026 1.309 .000 1.000 2990 Mahal. Distance .534 15.740 2.999 4.138 2990 Cook's Distance .000 .007 .000 .000 2990 Centered Leverage Value .000 .005 .001 .001 2990
a. Dependent Variable: Probabilitas
2 Alternatif 11 dengan R = 0.099
y = a + b 2 x 2 + b 3 x 3 - b 4 x
4 y = 1,156 + 0,376x 2 + 0,734x 3 - 0,019x
4 b Variables Entered/Removed
Variables Variables Model Entered Removed Method 1 selisih service, . Enter selisih headway, selisih waktu
Variables Entered/Removed b
b. Dependent Variable: Probabilitas
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih service, selisih headway, selisih waktu
Residual 4940.377 2986 1.655 Total 5483.962 2989
a
1 Regression 543.586 3 181.195 109.516 .000
ANOVA
b
Model Sum of Squares df Mean Square F Sig.a. Predictors: (Constant), selisih service, selisih headway, selisih waktu
Model Variables
.099 .098 1.2862788
a
Estimate 1 .315
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
Entered Variables Removed Method 1 selisih service, selisih headway, selisih waktu
1 (Constant) 1.156 .030 37.969 .000 selisih waktu .376 .028 .235 13.417 .000 selisih headway .734 .066 .194 11.123 .000 selisih service -.019 .002 -.156 -8.947 .000
a
Coefficients
Standardized Unstandardized Coefficients Coefficients Model B Std. Error Beta t Sig.
1 (Constant) 1.156 .030 37.969 .000 selisih waktu .376 .028 .235 13.417 .000 selisih headway .734 .066 .194 11.123 .000 selisih service -.019 .002 -.156 -8.947 .000 a. Dependent Variable: Probabilitas
a
Residuals Statistics
Minimum Maximum Mean Std. Deviation N Predicted Value .589166 2.095856 1.211979 .4264528 2990 Std. Predicted Value -1.460 2.073 .000 1.000 2990 Standard Error of Predicted .027 .096 .043 .020 2990 Value Adjusted Predicted Value .586193 2.103277 1.212149 .4264868 2990 Residual -3.8983195 1.6080335 .0000000 1.2856332 2990 Std. Residual -3.031 1.250 .000 .999 2990 Stud. Residual -3.035 1.251 .000 1.000 2990 Deleted Residual -3.9083521 1.6110066 -.0001691 1.2869094 2990 Stud. Deleted Residual -3.039 1.251 .000 1.000 2990 Mahal. Distance .343 15.736 2.999 3.985 2990 Cook's Distance .000 .007 .000 .001 2990 Centered Leverage Value .000 .005 .001 .001 2990
a. Dependent Variable: Probabilitas
2 Alternatif 12 dengan R = 0.067
y = a + b 3 x 3 - b 4 x 4 + b 5 x
5 y = 1,214+ 0,694x 3 - 0,018x 4 + 0,021x
5 Variables Entered/Removed
Model Variables
ANOVA
b
Model Sum of Squares df Mean Square F Sig.Model Unstandardized Coefficients Standardized Coefficients t Sig.
Coefficients a
b. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces, selisih service, selisih headway
Residual 5114.160 2986 1.713 Total 5483.962 2989
a
1 Regression 369.802 3 123.267 71.972 .000
a. Predictors: (Constant), selisih time acces, selisih service, selisih headway b. Dependent Variable: Probabilitas
Entered Variables Removed Method 1 selisih time acces, selisih service, selisih headway
.067 .066 1.3087065
b
Estimate 1 .260
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
a
B Std. Error Beta 1 (Constant) 1.214 .031 39.668 .000 selisih headway .694 .067 .184 10.354 .000 selisih service -.018 .002 -.146 -8.233 .000 selisih time acces .021 .002 .152 8.511 .000
a. Dependent Variable: Probabilitas
Residuals Statistics a
Minimum Maximum Mean Std. Deviation N Predicted Value .683262 2.078012 1.211979 .3517398 2990 Std. Predicted Value -1.503 2.462 .000 1.000 2990 Standard Error of Predicted Value
.027 .104 .042 .023 2990 Adjusted Predicted Value .680520 2.094482 1.212183 .3518472 2990 Residual -3.9281261 1.5139381 .0000000 1.3080496 2990 Std. Residual -3.002 1.157 .000 .999 2990 Stud. Residual -3.005 1.158 .000 1.000 2990 Deleted Residual -3.9382205 1.5166795 -.0002033 1.3093419 2990 Stud. Deleted Residual -3.009 1.158 .000 1.000 2990 Mahal. Distance .281 17.897 2.999 4.778 2990 Cook's Distance .000 .007 .000 .001 2990 Centered Leverage Value .000 .006 .001 .002 2990
a. Dependent Variable: Probabilitas
Alternatif 13 dengan R
2 = 0.135 y = a + b 1 x 1 + b 2 x 2 + b 3 x 3 - b 4 x
4 y = 1,042+ 0,00003565x
- + 0,438x
- + 0,813x
- 0,021x
1
2
3
4
Variables Entered/Removed b
ANOVA
b
Model Sum of Squares df Mean Square F Sig.Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih service, selisih headway, selisih biaya, selisih waktu
Residual 4745.304 2985 1.590 Total 5483.962 2989
a
1 Regression 738.658 4 184.664 116.162 .000
a. Predictors: (Constant), selisih service, selisih headway, selisih biaya, selisih waktu b. Dependent Variable: Probabilitas
Model Variables
.135 .134 1.2608397
a
Estimate 1 .367
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
. Enter a. All requested variables entered.
Entered Variables Removed Method 1 selisih service, selisih headway, selisih biaya, selisih waktu
1 (Constant) 1.042 .032 33.023 .000 selisih biaya 3.565E-5 .000 .194 11.077 .000 selisih waktu .438 .028 .274 15.608 .000 selisih headway .813 .065 .215 12.493 .000
- + b
- b
- + b
2
5 y = 1,034+ 0,442x 2 + 0,819x 3 - 0,022x 4 + 0,029x
5 x
4
4 x
3
3 x
2 x
selisih service -.021 .002 -.176 -10.248 .000
2 = 0.139 y = a + b
Alternatif 14 dengan R
a. Dependent Variable: Probabilitas
.029 .094 .048 .020 2990 Adjusted Predicted Value .398593 2.149519 1.212108 .4971221 2990 Residual -3.8391049 1.7949660 .0000000 1.2599957 2990 Std. Residual -3.045 1.424 .000 .999 2990 Stud. Residual -3.049 1.425 .000 1.000 2990 Deleted Residual -3.8490546 1.7986073 -.0001290 1.2615281 2990 Stud. Deleted Residual -3.053 1.425 .000 1.000 2990 Mahal. Distance .636 15.742 3.999 4.255 2990 Cook's Distance .000 .006 .000 .000 2990 Centered Leverage Value .000 .005 .001 .001 2990
Minimum Maximum Mean Std. Deviation N Predicted Value .402234 2.141912 1.211979 .4971171 2990 Std. Predicted Value -1.629 1.871 .000 1.000 2990 Standard Error of Predicted Value
Residuals Statistics
aa. Dependent Variable: Probabilitas
5 Variables Entered/Removed b
Entered Variables Removed Method 1 selisih time acces, selisih service, selisih headway, selisih waktu
1 Regression 764.865 4 191.216 120.951 .000
Standardized Coefficients t Sig. B Std. Error Beta
Model Unstandardized Coefficients
Coefficients
ab. Dependent Variable: Probabilitas
a. Predictors: (Constant), selisih time acces, selisih service, selisih headway, selisih waktu
Residual 4719.097 2985 1.581 Total 5483.962 2989
a
ANOVA
b
Model Sum of Squares df Mean Square F Sig.. Enter a. All requested variables entered.
a. Predictors: (Constant), selisih time acces, selisih service, selisih headway, selisih waktu b. Dependent Variable: Probabilitas
.139 .138 1.2573532
a
Estimate 1 .373
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: Probabilitas
1 (Constant) 1.034 .032 32.818 .000 selisih waktu .442 .028 .277 15.808 .000 selisih headway .819 .065 .217 12.616 .000 selisih service -.022 .002 -.178 -10.362 .000 selisih time acces .029 .002 .206 11.831 .000
a
Coefficients
Standardized Unstandardized Coefficients Coefficients Model B Std. Error Beta t Sig.
1 (Constant) 1.034 .032 32.818 .000 selisih waktu .442 .028 .277 15.808 .000 selisih headway .819 .065 .217 12.616 .000 selisih service -.022 .002 -.178 -10.362 .000 selisih time acces .029 .002 .206 11.831 .000
a. Dependent Variable: Probabilitas
a Residuals Statistics
Minimum Maximum Mean Std. Deviation N Predicted Value .388421 2.145315 1.211979 .5058589 2990 Std. Predicted Value -1.628 1.845 .000 1.000 2990 Standard Error of Predicted .029 .100 .047 .021 2990 Value Adjusted Predicted Value .384746 2.152935 1.212161 .5059740 2990 Residual -3.8347292 1.8087794 .0000000 1.2565116 2990 Std. Residual -3.050 1.439 .000 .999 2990 Stud. Residual -3.054 1.440 .000 1.000 2990 Deleted Residual -3.8446686 1.8124542 -.0001820 1.2580080 2990 Stud. Deleted Residual -3.058 1.440 .000 1.000 2990 Mahal. Distance .603 18.018 3.999 4.731 2990 Cook's Distance .000 .007 .000 .000 2990 Centered Leverage Value .000 .006 .001 .002 2990
a. Dependent Variable: Probabilitas
2 Alternatif 15 dengan R = 0.196
a+ +
- + +
- 1 1 2 2 3 3 4 4 5 5 y = b x b x b x b x b x
y = 0,854+
.196 .195 1.2152741
Model Unstandardized Coefficients
Coefficients a
a. Predictors: (Constant), selisih time acces, selisih service, selisih headway, selisih biaya, selisih waktu b. Dependent Variable: 2.1972
Residual 4407.043 2984 1.477 Total 5483.962 2989
a
1 Regression 1076.919 5 215.384 145.836 .000
ANOVA
b
Model Sum of Squares df Mean Square F Sig.a. Predictors: (Constant), selisih time acces, selisih service, selisih headway, selisih biaya, selisih waktu b. Dependent Variable: 2.1972
a
0,00004622x 1 + 0,539x 2 + 0,944x
3
- 0,025x 4 + 0,036x 5 Variables Entered/Removed bEstimate 1 .443
Square Std. Error of the
Model R R Square Adjusted R
Model Summary b
b. Dependent Variable: 2.1972
. Enter a. All requested variables entered.
Entered Variables Removed Method 1 selisih time acces, selisih service, selisih headway, selisih biaya, selisih waktu
Model Variables
Standardized Coefficients t Sig. B Std. Error Beta
1 (Constant) .854 .033 25.969 .000 selisih biaya 4.622E-5 .000 .251 14.536 .000 selisih waktu .539 .028 .337 19.368 .000 selisih headway .944 .063 .250 14.907 .000 selisih service -.025 .002 -.210 -12.535 .000 selisih time acces .036 .002 .262 15.134 .000 a. Dependent Variable: 2.1972
Residuals Statistics a
Minimum Maximum Mean Std. Deviation N Predicted Value .092409 2.237751 1.211979 .6002449 2990 Residual -3.7409613 2.1047912 .0000000 1.2142573 2990 Std. Predicted Value -1.865 1.709 .000 1.000 2990 Std. Residual -3.078 1.732 .000 .999 2990
a. Dependent Variable: 2.1972
Lampiran Tabel Pemilihan Moda
No. Option Cost Time Headway Service Time Acces
U(SS-KA) Pr(SS) Pr(KA) (Rp) (Jam) (Jam) (%) (Menit)
1 a 30000 10 1,9906 0,8798 0,1202 b 20000 10 1,5284 0,8218 0,1782 c 15000 10 1,2973 0,7854 0,2146 d 10 0,6040 0,6466 0,3534 e 10000 10 1,0662 0,7439 0,2561
2 a 2 10 1,6820 0,8432 0,1568 b 1,5
10 1,4125 0,8042 0,1958 c 1 10 1,1430 0,7582 0,2418 d 2,5
10 1,9515 0,8756 0,1244 e 3 10 2,2210 0,9021 0,0979
3 a 1,5 10 2,0200 0,8829 0,1171 b
1 10 1,5480 0,8246 0,1754 c 10 0,6040 0,6466 0,3534 d -0,5 10 0,1320 0,5330 0,4670 e 10 0,6040 0,6466 0,3534
4 a -10 1,1040 0,7510 0,2490 b -20 1,3540 0,7948 0,2052 c -30 1,6040 0,8326 0,1674 d 10 0,6040 0,6466 0,3534 e
20 0,3540 0,5876 0,4124 f 30 0,1040 0,5260 0,4740
5 a
10
20 1,3240 0,7898 0,2102 b10
15 1,1440 0,7584 0,2416 c10
10 0,9640 0,7239 0,2761 d10
10 0,9640 0,7239 0,2761 e10
45 2,2240 0,9024 0,0976Lampiran
Tabel Nilai Rata-Rata Atribut
No. Option Cost Time Headway Service Time Acces
(Rp) (Jam) (Jam) (%) (Menit)
1 a 30000 10 b 20000 10 c 15000 10 d
10 e 10000
10
30
45 Jumlah 75000
10
10 e
10
10 d
10
15 c
10
20 b
10
5 a
10 e 20 f
2 a
4 a -10 b -20 c -30 d
10
10 c 10 d -0,5 10 e
1
3 a 1,5 10 b
10
3
10 d 2,5 10 e
1
10 b 1,5 10 c
2
10 2 200 100 Rata- rata 2884,6154 0,3846 0,0769 7,6923 3,8462