4 M2 Broad Money
Null Hypothesis: DM2 has a unit root Exogenous: Constant
Lag Length: 1 Automatic - based on SIC, maxlag=7 t-Statistic
Prob. Augmented Dickey-Fuller test statistic
-9.687666 0.0000
Test critical values: 1 level
-3.502238 5 level
-2.892879 10 level
-2.583553 MacKinnon 1996 one-sided p-values.
Augmented Dickey-Fuller Test Equation Dependent Variable: DM2,2
Method: Least Squares Date: 112416 Time: 02:57
Sample adjusted: 2008M04 2015M12 Included observations: 93 after adjustments
Variable Coefficient
Std. Error t-Statistic
Prob. DM2-1
-1.562402 0.161277
-9.687666 0.0000
DM2-1,2 0.249928
0.102467 2.439113
0.0167 C
49094.31 6438.460
7.625164 0.0000
R-squared 0.646177 Mean dependent var
1115.204 Adjusted R-squared
0.638315 S.D. dependent var 65994.21
S.E. of regression 39689.11 Akaike info criterion
24.04727 Sum squared resid
1.42E+11 Schwarz criterion 24.12896
Log likelihood -1115.198 Hannan-Quinn criter.
24.08025 F-statistic
82.18233 Durbin-Watson stat 1.958256
ProbF-statistic 0.000000
c. Hasil Kointegrasi
Dependent Variable: INFLASI Method: Least Squares
Date: 112416 Time: 02:59 Sample: 2008M01 2015M12
Included observations: 96 Variable
Coefficient Std. Error
t-Statistic Prob.
C 19.31027
9.835915 1.963240
0.0526 BIRATE
2.627893 0.255572
10.28242 0.0000
LOGKURS -7.551612
2.109794 -3.579313
0.0006 LOGM2
2.577683 0.889442
2.898089 0.0047
R-squared 0.652366 Mean dependent var
6.229688 Adjusted R-squared
0.641030 S.D. dependent var 2.327497
S.E. of regression 1.394498 Akaike info criterion
3.543720 Sum squared resid
178.9055 Schwarz criterion 3.650568
Log likelihood -166.0986 Hannan-Quinn criter.
3.586910 F-statistic
57.54880 Durbin-Watson stat 0.278175
ProbF-statistic 0.000000
d. Hasil ECT
Exogenous: Constant Lag Length: 1 Automatic - based on SIC, maxlag=7
t-Statistic Prob.
Augmented Dickey-Fuller test statistic -2.966312
0.0418 Test critical values:
1 level -3.501445
5 level -2.892536
10 level -2.583371
MacKinnon 1996 one-sided p-values. Augmented Dickey-Fuller Test Equation
Dependent Variable: DECT Method: Least Squares
Date: 112416 Time: 03:00 Sample adjusted: 2008M03 2015M12
Included observations: 94 after adjustments Variable
Coefficient Std. Error
t-Statistic Prob.
ECT-1 -0.164215
0.055360 -2.966312
0.0038 DECT-1
0.304176 0.104469
2.911648 0.0045
C -0.014401
0.071158 -0.202374
0.8401 R-squared
0.129521 Mean dependent var -0.023958
Adjusted R-squared 0.110389 S.D. dependent var
0.730919 S.E. of regression
0.689397 Akaike info criterion 2.125394
Sum squared resid 43.24935 Schwarz criterion
2.206563 Log likelihood
-96.89353 Hannan-Quinn criter. 2.158181
F-statistic 6.770042 Durbin-Watson stat
1.907430 ProbF-statistic
0.001816
e. Hasil ECM
Dependent Variable: INFLASI Method: Least Squares
Date: 112416 Time: 03:04 Sample adjusted: 2008M03 2015M12
Included observations: 94 after adjustments Variable
Coefficient Std. Error
t-Statistic Prob.
C 18.72658
7.547423 2.481189
0.0150 BIRATE
1.571323 0.232402
6.761236 0.0000
LOGKURS -3.849574
1.657307 -2.322788
0.0225 LOGM2
1.994304 0.678465
2.939435 0.0042
ECT-1 -0.707872
0.084279 -8.399136
0.0000 R-squared
0.806873 Mean dependent var 6.205213
Adjusted R-squared 0.798193 S.D. dependent var
2.346204 S.E. of regression
1.053983 Akaike info criterion 2.994755
Sum squared resid 98.86838 Schwarz criterion
3.130036 Log likelihood
-135.7535 Hannan-Quinn criter. 3.049399
F-statistic 92.95917 Durbin-Watson stat
0.689505 ProbF-statistic
0.000000
2. Uji Asumsi Klasik
a Autokorelasi
1. Autokorelasi Sebelum Dimasukkan AR1
Breusch-Godfrey Serial Correlation LM Test: F-statistic
255.7026 Prob. F1,91 0.0000
ObsR-squared 70.80261 Prob. Chi-Square1
0.0000 Test Equation:
Dependent Variable: RESID Method: Least Squares
Date: 112416 Time: 03:53 Sample: 2008M01 2015M12
Included observations: 96 Presample missing value lagged residuals set to zero.
Variable Coefficient
Std. Error t-Statistic
Prob. C
2.117429 5.068488
0.417763 0.6771
BIRATE -0.135014
0.131923 -1.023433
0.3088 LOGKURS
0.455384 1.087188
0.418864 0.6763
LOGM2 -0.364512
0.458744 -0.794587
0.4289 RESID-1
0.888011 0.055533
15.99070 0.0000
R-squared 0.737527 Mean dependent var
-9.62E-15 Adjusted R-squared
0.725990 S.D. dependent var 1.372303
S.E. of regression 0.718345 Akaike info criterion
2.226946 Sum squared resid
46.95784 Schwarz criterion 2.360506
Log likelihood -101.8934 Hannan-Quinn criter.
2.280933 F-statistic
63.92564 Durbin-Watson stat 1.442050
ProbF-statistic 0.000000