121
3. Mitigasi risiko yang dilakukan bank untuk meminimlisir masalah moral hazard dan adverse selection adalah batasan suatu usaha yang
dijalankan oleh calon nasabah, penyeleksian yang sangat ketat yang dilakukan oleh bank baik lewat dokumen maupun langsung
kelapangan, penetapan jaminan atau agunan bagi seluruh nasabah pembiayaan mudharabah, asuransi yang dilakukan oleh bank terhadap
nasabah tersebut, baik asuransi barang agunan maupun usaha yang dijalankan nasabah serta monitoring berkala langsung kelapangan yang
dilakukan oleh bank bagi setiap nasabah pembiayaan mudharabah.
B. Implikasi
Berdasarkan kesimpulan di atas, penulis menyampaikan hal-hal sebagai berikut :
1. Bank syariah harus meningkatkan kondisi sumber daya manusia SDM
bank, kualitas bisnis bank, dan keterlibatan pihak lain dalam melakukan bisnis, lebih mempehatikan prinsip 5C character, capacity, collatearl,
dan condition terutama dalam melihat karakter nasabah, serta melakukan pengawasan yang lebih intensif agar NPF yang disebabkan
oleh adverse selection maupun moral hazard dapat diminimalisir 2. Bank syariah perlu mengetahui jenis pembiayaan-pembiayaan yang
berpotensi mengalami pembiayaan bermasalah selain pembiayaan mudharabah
dan musyarakah,
sehingga bank
tidak hanya
mengantisipasi risiko untuk pembiayaan mudharabah tetapi risiko-risiko pembiayaan lain dapat teratasi
122
3. Perlu adanya kebijakan-kebijakan bank untuk meminimalisir risiko pembiayaan mudharabah, agar pembiayaan mudharabah dapat
berkembang di dunia perbankan, karena walaupun pembiayaan ini memiliki risiko yang tinggi tetapi pembiayaan ini juga memiliki tingkat
keuntungan yang tinggi pula karena pembiayaan mudharabah berkaitan langsung dengan sektor riil sehingga diharapkan mampu untuk
meningkatkan kesejahteraan umat.
123
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127
DAFTAR LAMPIRAN Lampiran 1 : Data Penelitian Januari 2012-Februari 2015
Tahun
Bulan NPF
GDP INF
Rasio MM MPLS
Rasio RMFM
TBH
2012 Jan
2,68 609822,20 3,65
7,84 5,57
15,99 Feb
2,82 618635,70 3,56
6,49 5,76
16,06 Mar
2,76 627122,40 3,97
6,23 5,89
16,03 Apr
2,85 635282,20 4,50
6,64 5,98
15,88 Mei
2,93 643115,20 4,45
6,77 6,16
15,82 Jun
2,88 650621,30 4,53
6,78 6,21
16,02 Jul
2,92 662767,00 4,56
6,83 6,42
15,76 Agst
2,78 665894,60 4,58
6,85 6,60
16,08 Sep
2,74 664970,70 4,31
6,01 6,79
15,94 Okt
2,58 651910,30 4,61
6,95 7,08
15,95 Nov
2,50 648946,70 4,32
7,03 7,27
15,72 Des
2,22 647995,10 4,30
7,15 7,32
14,90
2013 Jan
2,49 648336,80 4,57
8,67 7,46
16,10 Feb
2,72 651948,20 5,31
8,37 7,70
15,78 Mar
2,75 658110,60 5,90
8,55 8,05
15,77 Apr
2,85 670800,20 5,57
8,66 8,18
15,61 Mei
2,92 679082,60 5,47
8,64 8,23
15,49 Jun
2,64 686933,80 5,90
8,64 8,12
14,93 Jul
2,75 699344,20 8,61
8,63 7,88
16,03 Agst
3,01 702590,60 8,79
8,53 7,90
15,35 Sep
2,80 701663,20 8,40
8,46 7,99
15,04 Okt
2,96 688665,80 8,32
8,42 7,87
15,19 Nov
3,08 685313,10 8,37
8,42 7,79
14,55 Des
2,62 683708,70 8,38
8,42 8,11
14,40
2014 Jan
3,01 682357,40 8,22
9,34 8,24
14,42 Feb
3,53 685371,60 7,75
8,35 8,27
14,35 Mar
3,22 691255,70 7,32
8,53 8,28
14,29 Apr
3,49 704253,90 7,25
8,72 8,14
14,13 Mei
4,02 712695,00 7,32
8,78 8,13
21,32 Jun
3,90 720823,00 6,70
8,86 7,99
21,87 Jul
4,30 734000,00 4,53
9,07 7,84
18,23 Agst
4,58 737480,40 3,99
9,53 7,99
21,37 Sep
4,67 736626,20 4,53
9,58 8,00
20,75 Okt
4,75 723595,80 4,83
9,62 8,01
22,11 Nov
4,86 719953,70 6,23
9,85 8,08
21,18
128 Des
4,33 717858,30 8,36
9,98 8,18
20,69
2015 Jan
4,62 715130,70 6,96
8,88 8,16
19,88 Feb
4,80 717762,70 6,29
8,81 8,22
20,20 Mar
4,58 723575,70 6,38
8,82 8,30
22,31 Apr
4,34 737090,40 6,79
8,69 8,15
19,08 Mei
4,55 745874,40 7,15
8,70 7,90
17,94 Jun
4,38 754448,50 7,26
8,61 7,75
17,94 Jul
4,50 768341,30 7,26
8,90 7,85
17,90 Aug
4,51 772349,50 7,18
8,95 7,82
11,64 Sep
4,30 772001,70 6,83
9,00 7,92
11,64 Okt
4,37 767297,70 6,25
9,15 8,12
12,10 Nov
4,29 758237,60 4,89
9,25 8,22
11,98 Des
3,98 744821,40 3,35
9,07 8,05
12,21 2016
Jan 4,52 754213,20
4,14 8,98
7,75 12,32
Feb 4,58 754213,20
4,42 8,80
7,85 12,29
Data Interpolasi Lampiran 2 : Uji Normalitas
Lampiran 3 : Uji Linearitas
Ramsey RESET Test Equation: UNTITLED
Specification: NPF GDP INF MM_MPLS RM_FM TBH C Omitted Variables: Squares of fitted values
Value df
Probability t-statistic
0.576412 43
0.5673 F-statistic
0.332251 1, 43
0.5673
129
Likelihood ratio 0.384853
1 0.5350
F-test summary: Sum of Sq.
df Mean
Squares Test SSR
0.029479 1
0.029479 Restricted SSR
3.844700 44
0.087380 Unrestricted SSR
3.815221 43
0.088726 Unrestricted SSR
3.815221 43
0.088726 LR test summary:
Value df
Restricted LogL -6.813742
44 Unrestricted LogL
-6.621316 43
Unrestricted Test Equation: Dependent Variable: NPF
Method: Least Squares Date: 082616 Time: 13:54
Sample: 2012M01 2016M02 Included observations: 50
Variable Coefficient
Std. Error t-Statistic
Prob. GDP
2.71E-05 1.70E-05
1.589922 0.1192
INF -0.111847
0.084787 -1.319154
0.1941 MM_MPLS
0.320677 0.223250
1.436407 0.1581
RM_FM -0.507287
0.347690 -1.459021
0.1518 TBH
0.145261 0.095246
1.525112 0.1346
C -14.88903
10.39867 -1.431821
0.1594 FITTED2
-0.077887 0.135124
-0.576412 0.5673
R-squared 0.891162 Mean dependent var
3.544600 Adjusted R-squared
0.875976 S.D. dependent var 0.845809
S.E. of regression 0.297869 Akaike info criterion
0.544853 Sum squared resid
3.815221 Schwarz criterion 0.812536
Log likelihood -6.621316 Hannan-Quinn criter.
0.646788 F-statistic
58.68065 Durbin-Watson stat 0.901368
ProbF-statistic 0.000000
Lampiran 4 : Uji Stasioner Variabel NPF
Null Hypothesis: NPF has a unit root Exogenous: Constant
Bandwidth: 5 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-0.744067 0.8256
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224
130
MacKinnon 1996 one-sided p-values. Residual variance no correction
0.057888 HAC corrected variance Bartlett kernel
0.043961
Phillips-Perron Test Equation Dependent Variable: DNPF
Method: Least Squares Date: 090616 Time: 20:10
Sample adjusted: 2012M02 2016M02 Included observations: 49 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. NPF-1
-0.037594 0.042156
-0.891775 0.3771
C 0.171236
0.152625 1.121937
0.2676 R-squared
0.016639 Mean dependent var 0.038776
Adjusted R-squared -0.004284 S.D. dependent var
0.245141 S.E. of regression
0.245666 Akaike info criterion 0.070271
Sum squared resid 2.836531 Schwarz criterion
0.147488 Log likelihood
0.278354 Hannan-Quinn criter. 0.099567
F-statistic 0.795263 Durbin-Watson stat
2.363736 ProbF-statistic
0.377056
Lampiran 5 : Uji Stasioner Variabel GDP
Null Hypothesis: GDP has a unit root Exogenous: Constant
Bandwidth: 3 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-1.621615 0.4641
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224 MacKinnon 1996 one-sided p-values.
Residual variance no correction 50433332
HAC corrected variance Bartlett kernel 1.08E+08
Phillips-Perron Test Equation Dependent Variable: DGDP
Method: Least Squares Date: 090616 Time: 20:13
131
Sample adjusted: 2012M02 2016M02 Included observations: 49 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. GDP-1
-0.041111 0.023940
-1.717279 0.0925
C 31624.79
16731.79 1.890102
0.0649 R-squared
0.059041 Mean dependent var 2946.755
Adjusted R-squared 0.039021 S.D. dependent var
7396.920 S.E. of regression
7251.168 Akaike info criterion 20.65567
Sum squared resid 2.47E+09 Schwarz criterion
20.73289 Log likelihood
-504.0640 Hannan-Quinn criter. 20.68497
F-statistic 2.949048 Durbin-Watson stat
0.864232 ProbF-statistic
0.092512
Lampiran 6 : Uji Stasioner Variabel Inflasi
Null Hypothesis: INF has a unit root Exogenous: Constant
Bandwidth: 1 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-2.123878 0.2365
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.574060
HAC corrected variance Bartlett kernel 0.751385
Phillips-Perron Test Equation Dependent Variable: DINF
Method: Least Squares Date: 090616 Time: 20:16
Sample adjusted: 2012M02 2016M02 Included observations: 49 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. INF-1
-0.132258 0.068918
-1.919048 0.0611
C 0.805725
0.426245 1.890287
0.0649 R-squared
0.072663 Mean dependent var 0.015714
Adjusted R-squared 0.052932 S.D. dependent var
0.794945 S.E. of regression
0.773620 Akaike info criterion 2.364488
Sum squared resid 28.12892 Schwarz criterion
2.441705 Log likelihood
-55.92995 Hannan-Quinn criter. 2.393784
F-statistic 3.682744 Durbin-Watson stat
1.376124
132
ProbF-statistic 0.061062
Lampiran 7 : Uji Stasioner Variabel MMMPLS
Null Hypothesis: MM_MPLS has a unit root Exogenous: Constant
Bandwidth: 3 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-1.542341 0.5040
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.188970
HAC corrected variance Bartlett kernel 0.172060
Phillips-Perron Test Equation Dependent Variable: DMM_MPLS
Method: Least Squares Date: 090616 Time: 20:18
Sample adjusted: 2012M02 2016M02 Included observations: 49 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. MM_MPLS-1
-0.103305 0.064183
-1.609531 0.1142
C 0.884053
0.540819 1.634655
0.1088 R-squared
0.052240 Mean dependent var 0.019591
Adjusted R-squared 0.032074 S.D. dependent var
0.451154 S.E. of regression
0.443860 Akaike info criterion 1.253344
Sum squared resid 9.259538 Schwarz criterion
1.330561 Log likelihood
-28.70692 Hannan-Quinn criter. 1.282640
F-statistic 2.590589 Durbin-Watson stat
2.018868 ProbF-statistic
0.114197
Lampiran 8 : Uji Stasioner Variabel RMFM
Null Hypothesis: RM_FM has a unit root Exogenous: Constant
Bandwidth: 0 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-3.843163 0.0047
133
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.016324
HAC corrected variance Bartlett kernel 0.016324
Phillips-Perron Test Equation Dependent Variable: DRM_FM
Method: Least Squares Date: 090616 Time: 20:20
Sample adjusted: 2012M02 2016M02 Included observations: 49 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. RM_FM-1
-0.094189 0.024508
-3.843163 0.0004
C 0.765096
0.187916 4.071486
0.0002 R-squared
0.239112 Mean dependent var 0.046466
Adjusted R-squared 0.222923 S.D. dependent var
0.147990 S.E. of regression
0.130456 Akaike info criterion -1.195600
Sum squared resid 0.799884 Schwarz criterion
-1.118383 Log likelihood
31.29219 Hannan-Quinn criter. -1.166304
F-statistic 14.76990 Durbin-Watson stat
1.311033 ProbF-statistic
0.000364
Lampiran 9 : Uji Stasioner Variabel TBH
Null Hypothesis: TBH has a unit root Exogenous: Constant
Bandwidth: 3 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-1.756579 0.3972
Test critical values: 1 level
-3.571310 5 level
-2.922449 10 level
-2.599224 MacKinnon 1996 one-sided p-values.
Residual variance no correction 2.662372
HAC corrected variance Bartlett kernel 2.487443
Phillips-Perron Test Equation
134
Dependent Variable: DTBH Method: Least Squares
Date: 090616 Time: 20:29 Sample adjusted: 2012M02 2016M02
Included observations: 49 after adjustments Variable
Coefficient Std. Error
t-Statistic Prob.
TBH-1 -0.150965
0.082581 -1.828085
0.0739 C
2.408455 1.379467
1.745932 0.0874
R-squared 0.066384 Mean dependent var
-0.075510 Adjusted R-squared
0.046520 S.D. dependent var 1.706191
S.E. of regression 1.666033 Akaike info criterion
3.898727 Sum squared resid
130.4562 Schwarz criterion 3.975944
Log likelihood -93.51882 Hannan-Quinn criter.
3.928023 F-statistic
3.341896 Durbin-Watson stat 2.091832
ProbF-statistic 0.073888
Lampiran 10 : Uji Derajat Integrasi Variabel NPF
Null Hypothesis: DNPF has a unit root Exogenous: Constant
Bandwidth: 4 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-8.385875 0.0000
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.057255
HAC corrected variance Bartlett kernel 0.058204
Phillips-Perron Test Equation Dependent Variable: DNPF,2
Method: Least Squares Date: 090616 Time: 20:31
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DNPF-1
-1.208860 0.143929
-8.399028 0.0000
C 0.044673
0.035709 1.251034
0.2172 R-squared
0.605298 Mean dependent var -0.001667
135
Adjusted R-squared 0.596718 S.D. dependent var
0.384898 S.E. of regression
0.244427 Akaike info criterion 0.060976
Sum squared resid 2.748256 Schwarz criterion
0.138943 Log likelihood
0.536576 Hannan-Quinn criter. 0.090440
F-statistic 70.54367 Durbin-Watson stat
2.097584 ProbF-statistic
0.000000
Lampiran 11 : Uji Derajat Integrasi Variabel GDP
Null Hypothesis: DGDP has a unit root Exogenous: Constant
Bandwidth: 0 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-3.575050 0.0100
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
Residual variance no correction 36252663
HAC corrected variance Bartlett kernel 36252663
Phillips-Perron Test Equation Dependent Variable: DGDP,2
Method: Least Squares Date: 090616 Time: 20:32
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DGDP-1
-0.429790 0.120219
-3.575050 0.0008
C 1109.257
958.5838 1.157183
0.2532 R-squared
0.217434 Mean dependent var -183.6146
Adjusted R-squared 0.200422 S.D. dependent var
6878.301 S.E. of regression
6150.518 Akaike info criterion 20.32723
Sum squared resid 1.74E+09 Schwarz criterion
20.40520 Log likelihood
-485.8536 Hannan-Quinn criter. 20.35670
F-statistic 12.78098 Durbin-Watson stat
1.957736 ProbF-statistic
0.000836
136
Lampiran 12 : Uji Derajat Integrasi Variabel Inflasi
Null Hypothesis: DINF has a unit root Exogenous: Constant
Bandwidth: 7 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-4.900655 0.0002
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.584283
HAC corrected variance Bartlett kernel 0.389342
Phillips-Perron Test Equation Dependent Variable: DINF,2
Method: Least Squares Date: 090616 Time: 20:33
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DINF-1
-0.725755 0.141941
-5.113087 0.0000
C 0.015117
0.112712 0.134122
0.8939 R-squared
0.362383 Mean dependent var 0.007708
Adjusted R-squared 0.348522 S.D. dependent var
0.967394 S.E. of regression
0.780825 Akaike info criterion 2.383841
Sum squared resid 28.04560 Schwarz criterion
2.461808 Log likelihood
-55.21219 Hannan-Quinn criter. 2.413305
F-statistic 26.14366 Durbin-Watson stat
1.847816 ProbF-statistic
0.000006
Lampiran 13 : Uji Derajat Integrasi Variabel MMMPLS
Null Hypothesis: DMM_MPLS has a unit root Exogenous: Constant
Bandwidth: 3 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-9.111775 0.0000
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
137
Residual variance no correction 0.158030
HAC corrected variance Bartlett kernel 0.145757
Phillips-Perron Test Equation Dependent Variable: DMM_MPLS,2
Method: Least Squares Date: 090616 Time: 20:34
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DMM_MPLS-1
-1.170178 0.130188
-8.988344 0.0000
C 0.052075
0.058694 0.887229
0.3796 R-squared
0.637196 Mean dependent var 0.024284
Adjusted R-squared 0.629309 S.D. dependent var
0.666970 S.E. of regression
0.406080 Akaike info criterion 1.076243
Sum squared resid 7.585459 Schwarz criterion
1.154209 Log likelihood
-23.82982 Hannan-Quinn criter. 1.105706
F-statistic 80.79032 Durbin-Watson stat
2.186712 ProbF-statistic
0.000000
Lampiran 14 : Uji Derajat Integrasi Variabel RMFM
Null Hypothesis: DRM_FM has a unit root Exogenous: Constant
Bandwidth: 1 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-4.327805 0.0012
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
Residual variance no correction 0.017173
HAC corrected variance Bartlett kernel 0.018463
Phillips-Perron Test Equation Dependent Variable: DRM_FM,2
Method: Least Squares Date: 090616 Time: 20:36
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
138
Variable Coefficient
Std. Error t-Statistic
Prob. DRM_FM-1
-0.556530 0.130743
-4.256684 0.0001
C 0.023382
0.020211 1.156907
0.2533 R-squared
0.282588 Mean dependent var -0.001857
Adjusted R-squared 0.266992 S.D. dependent var
0.156355 S.E. of regression
0.133864 Akaike info criterion -1.143205
Sum squared resid 0.824305 Schwarz criterion
-1.065238 Log likelihood
29.43692 Hannan-Quinn criter. -1.113741
F-statistic 18.11936 Durbin-Watson stat
1.795779 ProbF-statistic
0.000101
Lampiran 15 : Uji Derajat Integrasi Variabel TBH
Null Hypothesis: DTBH has a unit root Exogenous: Constant
Bandwidth: 1 Newey-West automatic using Bartlett kernel Adj. t-Stat
Prob. Phillips-Perron test statistic
-7.797637 0.0000
Test critical values: 1 level
-3.574446 5 level
-2.923780 10 level
-2.599925 MacKinnon 1996 one-sided p-values.
Residual variance no correction 2.856198
HAC corrected variance Bartlett kernel 2.774702
Phillips-Perron Test Equation Dependent Variable: DTBH,2
Method: Least Squares Date: 090616 Time: 20:41
Sample adjusted: 2012M03 2016M02 Included observations: 48 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DTBH-1
-1.136751 0.146046
-7.783492 0.0000
C -0.088997
0.249431 -0.356801
0.7229 R-squared
0.568410 Mean dependent var -0.002083
Adjusted R-squared 0.559028 S.D. dependent var
2.599743 S.E. of regression
1.726378 Akaike info criterion 3.970702
Sum squared resid 137.0975 Schwarz criterion
4.048669 Log likelihood
-93.29685 Hannan-Quinn criter. 4.000166
F-statistic 60.58275 Durbin-Watson stat
2.056992 ProbF-statistic
0.000000
139
Lampiran 16 : Uji Kointegrasi Johansen Test
Date: 082616 Time: 17:03 Sample adjusted: 2012M04 2016M02
Included observations: 47 after adjustments Trend assumption: Linear deterministic trend
Series: NPF GDP INF MM_MPLS RM_FM TBH Lags interval in first differences: 1 to 2
Unrestricted Cointegration Rank Test Trace Hypothesized
Trace 0.05
No. of CEs Eigenvalue
Statistic Critical Value
Prob. None
0.675371 132.4507
95.75366 0.0000
At most 1 0.512803
79.57232 69.81889
0.0068 At most 2
0.485817 45.77522
47.85613 0.0774
At most 3 0.194346
14.51195 29.79707
0.8107 At most 4
0.077734 4.355215
15.49471 0.8729
At most 5 0.011674
0.551894 3.841466
0.4575 Trace test indicates 2 cointegrating eqns at the 0.05 level
denotes rejection of the hypothesis at the 0.05 level MacKinnon-Haug-Michelis 1999 p-values
Unrestricted Cointegration Rank Test Maximum Eigenvalue Hypothesized
Max-Eigen 0.05
No. of CEs Eigenvalue
Statistic Critical Value
Prob. None
0.675371 52.87833
40.07757 0.0011
At most 1 0.512803
33.79710 33.87687
0.0511 At most 2
0.485817 31.26328
27.58434 0.0161
At most 3 0.194346
10.15673 21.13162
0.7298 At most 4
0.077734 3.803321
14.26460 0.8795
At most 5 0.011674
0.551894 3.841466
0.4575
Lampiran 17 : Uji Asumsi Klasik 1.
Uji Multikolinearitas
GDP INF
MM_MPLS RM_FM
TBH GDP
1.000000 0.320427
0.734487 0.684515
0.043648 INF
0.320427 1.000000
0.427713 0.579865
0.042818 MM_MPLS
0.734487 0.427713
1.000000 0.831544
0.223500 RM_FM
0.684515 0.579865
0.831544 1.000000
0.115874 TBH
0.043648 0.042818
0.223500 0.115874
1.000000
2. Uji Autokorelasi