DATA VARIABEL
Thn PDRB Ekspor TK BD INF SBI Kurs UMP PMDN
1985 3886495 358664 301764 212.6 2.79 18.4 1587 25000 210095 1986 4131717 246854 328038 219.5 11.29 16.88 1612 25000 228637 1987 4492442 239753 355516 228.5 7.32 15.35 1644 25000 243583 1988 4999214 298875 384326 287.4 11.24 18.42 1686 36000 312260 1989 5478875 306558 414515 310.8 6.64 18.99 1770 36000 287488 1990 5934565 453732 446239 321.7 7.56 17.7 1843 57900 264438 1991 6364634 312387 479526 336.9 8.99 19.63 1950 57900 321400 1992 6832672 275775 514393 383.2 4.56 22.65 2030 67500 432144 1993 18215459 432887 551065 458.7 9.75 17.78 2087 93000 441531 1994 19942023 453357 689567 515.6 8.97 13 2161 112500 309781 1995 21753805 265347 629990 584 9.16 13 2249 126500 443599 1996 23714737 327768 672487 660.8 6.66 17 2342 138000 490249 1997 25065405 3443555 717112 771 9.9 17 2909 151000 440249 1998 22332689 2713661 701421 342.5 79.01 16 10014 174000 29118 1999 22898424 2606216 730122 449 1.68 25 7855 210000 39979 2000 24016650 2437764 833138 416.8 5.9 22 9525 254000 56057 2001 24911050 2294796 5206535 916.2 15.5 13.31 10265 340000 519744 2002 25925360 7082899 5283857 1021.3 9.49 16.18 9261 464000 339603 2003 27071250 2687877 5239910 1352 4.46 13.79 8571 505000 504056 2004 28688853 4239409 5514170 1501.5 6.64 8.25 9223 537000 532653 2005 87897790 4563075 5803112 1830.6 22.91 11.75 9857 600000 265674 2006 93330100 5523900 5491696 2184.7 5.97 12.89 9087 737794 596055 2007 99792270 7082899 5648000 2717.9 6.42 8.6 9334 761000 1672463
Juta Rp 00 us$ orang milyar Rp % % RP/US$ Rp Juta Rp
0 1000000 2000000 3000000 4000000 5000000 6000000 7000000 8000000
93
94
95
96
97
98
99
0
1
2
3
4
5
6
7
ekspor
Tenaga Kerja
PMDN
0
20000
40000
60000
80000
100000
120000
93
94
95
96
97
98
99
0
1
2
3
4
5
6
7
\
0
2000
4000
6000
8000
10000
12000
93
94
95
96
97
98
99
0
1
2
3
4
5
6
7
0
10
20
30
40
50
60
70
80
90
93
94
95
96
97
98
99
0
1
2
3
4
5
6
7
0 20000 40000 60000 80000 100000 120000
93 94 95 96 97 98 99 0 1 2 3 4 5 6 7
pdrb (milyar Rp) ekspor Juta US$) TK (ribu jiwa) BD (milyar Rp) INF (%)
0 2000 4000 6000 8000 10000 12000
93 94 95 96 97 98 99 0 1 2 3 4 5 6 7
ekspor Juta US$) TK (ribu jiwa) BD (milyar Rp) INF (%)
118
Lampiran 1 Data Variabel
119
LAMPIRAN 2 :
Hasil Output Regresi Berganda
Dependent Variable: PMDNMethod: Least Squares Date: 01/26/10 Time: 00:46 Sample: 1986 2007
Included observations: 22
120
LAMPIRAN 3 :
Uji Asumsi Klasik : Normalitas Data
0 1 2 3 4 5 6
-200000 0 200000
Series: Residuals Sample 1986 2007 Observations 22
Mean -1.19E-11 Median -14486.01 Maximum 236679.9 Minimum -212261.3 Std. Dev. 127511.4 Skewness 0.266287 Kurtosis 2.022073
121
Uji Asumsi Klasik : Uji Heterokedastisitas
White Heteroskedasticity Test:
F-statistic 0.820547 Probability 0.648431 Obs*R-squared 14.66158 Probability 0.476058
Test Equation:
122
Uji Asumsi Klasik : Uji Autokorelasi
Breusch-Godfrey Serial Correlation LM Test:F-statistic 1.888459 Probability 0.197219 Obs*R-squared 5.623107 Probability 0.060112
Test Equation:
Dependent Variable: RESID Method: Least Squares Date: 01/26/10 Time: 00:48
Presample missing value lagged residuals set to zero.
123
Uji Asumsi Klasik : UJI MULTIKOLINEARITAS
Dependent Variable: KURSMethod: Least Squares Date: 01/26/10 Time: 00:49 Sample: 1986 2007
Included observations: 22
Variable Coefficient Std. Error t-Statistic Prob. C -13437.89 8150.187 -1.648783 0.1214 AK 3.099836 1.443718 2.147119 0.0498 BDP -0.014571 0.006453 -2.258001 0.0404 EKSP 2.350703 0.967944 2.428552 0.0292 INF -4.517477 35.75597 -0.126342 0.9013 KE 1967.281 1544.496 1.273736 0.2235 PDRB -0.003560 0.029637 -0.120123 0.9061 SBK 6.290485 242.5529 0.025934 0.9797 R-squared 0.833945 Mean dependent var 5191.409 Adjusted R-squared 0.756918 S.D. dependent var 3625.523 S.E. of regression 1787.505 Akaike info criterion 18.09032 Sum squared resid 44732437 Schwarz criterion 18.48706 Log likelihood -190.9935 F-statistic 10.34150 Durbin-Watson stat 1.568081 Prob(F-statistic) 0.000136
Dependent Variable: AK Method: Least Squares Date: 01/26/10 Time: 00:50 Sample: 1986 2007
Included observations: 22
124
Uji Asumsi Klasik : UJI MULTIKOLINEARITAS
Dependent Variable: BDP Method: Least Squares Date: 01/26/10 Time: 00:51 Sample: 1986 2007
Included observations: 22
Variable Coefficient Std. Error t-Statistic Prob. C -246073.2 308904.2 -0.796601 0.4390 AK 21.23659 58.75214 0.361461 0.7232 KURS -18.32194 8.114230 -2.258001 0.0404 EKSP 143.0365 14.59695 9.799070 0.0000 INF -2337.665 1104.152 -2.117158 0.0526 KE 76474.03 54125.06 1.412913 0.1795 PDRB -0.973658 1.018780 -0.955710 0.3554 SBK 2786.195 8569.016 0.325148 0.7499 R-squared 0.738424 Mean dependent var 203258.5 Adjusted R-squared 0.907636 S.D. dependent var 208566.2 S.E. of regression 63386.24 Akaike info criterion 25.22717 Sum squared resid 5.62E+10 Schwarz criterion 25.62391 Log likelihood -269.4989 F-statistic 30.48023 Durbin-Watson stat 2.022339 Prob(F-statistic) 0.000000
Dependent Variable: EKSP Method: Least Squares Date: 01/26/10 Time: 00:51 Sample: 1986 2007
Included observations: 22
125
Uji Asumsi Klasik : UJI MULTIKOLINEARITAS
Dependent Variable: INF Method: Least Squares Date: 01/26/10 Time: 00:52 Sample: 1986 2007
Included observations: 22
Variable Coefficient Std. Error t-Statistic Prob. C -48.76010 65.24505 -0.747338 0.4672 EKSP 0.013722 0.007801 1.758968 0.1004 BDP -0.000104 4.90E-05 -2.117158 0.0526 AK -0.001754 0.012426 -0.141146 0.8898 KURS -0.000252 0.001995 -0.126342 0.9013 KE 8.689208 11.96484 0.726229 0.4797 PDRB -2.56E-05 0.000221 -0.115795 0.9095 SBK 2.674829 1.665015 1.606490 0.1305 R-squared 0.515575 Mean dependent var 11.55136 Adjusted R-squared 0.273363 S.D. dependent var 15.66493 S.E. of regression 13.35326 Akaike info criterion 8.296686 Sum squared resid 2496.334 Schwarz criterion 8.693428 Log likelihood -83.26354 F-statistic 2.128608 Durbin-Watson stat 2.149677 Prob(F-statistic) 0.108466
Dependent Variable: KE Method: Least Squares Date: 01/26/10 Time: 00:52 Sample: 1986 2007
Included observations: 22
126
Uji Asumsi Klasik : UJI MULTIKOLINEARITAS
UJI MULTIKOLINEARITAS
Variable Coefficient Std. Error t-Statistic Prob. C -119113.0 73693.15 -1.616338 0.1283 KE -22807.61 13382.52 -1.704284 0.1104 INF -37.32131 322.3052 -0.115795 0.9095 EKSP 17.10096 9.342854 1.830378 0.0886 BDP -0.062903 0.065818 -0.955710 0.3554 AK 23.79356 13.58845 1.751014 0.1018 KURS -0.289213 2.407640 -0.120123 0.9061 SBK 473.3250 2182.568 0.216866 0.8314 R-squared 0.785141 Mean dependent var 27411.86 Adjusted R-squared 0.677712 S.D. dependent var 28379.48 S.E. of regression 16111.15 Akaike info criterion 22.48770 Sum squared resid 3.63E+09 Schwarz criterion 22.88444 Log likelihood -239.3647 F-statistic 7.308443 Durbin-Watson stat 1.428973 Prob(F-statistic) 0.000851
Dependent Variable: SBK Method: Least Squares Date: 01/26/10 Time: 00:53 Sample: 1986 2007
Included observations: 22
127
DESKRIPTIF VARIABEL
TK BDP EKSP INF KE
Mean 4514.500 203258.5 3019.591 11.55136 0.272727 Median 4591.500 154454.5 2646.500 7.880000 0.000000 Maximum 5210.000 763672.0 7083.000 79.01000 1.000000 Minimum 3135.000 15125.00 1135.000 1.680000 0.000000 Std. Dev. 531.2077 208566.2 1707.618 15.66493 0.455842 Skewness -0.661988 1.642887 1.257889 3.874490 1.020621 Kurtosis 3.049373 5.074470 3.725599 17.18753 2.041667
Jarque-Bera 1.609070 13.84142 6.284330 239.5551 4.661314 Probability 0.447296 0.000987 0.043189 0.000000 0.097232
Sum 99319.00 4471687. 66431.00 254.1300 6.000000 Sum Sq. Dev. 5925814. 9.13E+11 61235119 5153.192 4.363636
Observations 22 22 22 22 22
KE KURS PDRB PMDN SBK
Mean 0.272727 5191.409 27411.86 402054.4 17.76636 Median 0.000000 2625.500 22615.00 325931.5 17.80000 Maximum 1.000000 10265.00 99792.00 1672463. 23.16000 Minimum 0.000000 1283.000 3947.000 56057.00 14.05000 Std. Dev. 0.455842 3625.523 28379.48 319080.4 2.366727 Skewness 1.020621 0.213924 1.726500 2.936662 0.748710 Kurtosis 2.041667 1.141135 4.722058 12.68537 3.155646
Jarque-Bera 4.661314 3.335231 13.64797 117.6105 2.077620 Probability 0.097232 0.188696 0.001087 0.000000 0.353875
Sum 6.000000 114211.0 603061.0 8845196. 390.8600 Sum Sq. Dev. 4.363636 2.76E+08 1.69E+10 2.14E+12 117.6293