Distribusi Sampel Berdasarkan Kondisi
Kategori Sampel
Jumlah Sampel
f
( % )
BPR Bermasalah
10
19,61
BPRTidak Bermasalah
41
80,39
Total sampel
51
100,00
Deskriptif Data
N
Minimum
Maximum
Mean
Std. Deviasi
CAR
102
-26,25
56,93
16,61
11,83
KAP
102
0,24
35,33
6,80
9,16
PPAP
102
0,14
30,45
3,57
5,18
ROA
102
-31,61
18,13
1,95
7,57
BOPO
102
45,22
323,49
94,75
42,59
LDR
102
42,39
117,92
84,52
16,55
CR
102
8,70
87,32
31,75
17,15
KI
102
0,00
100,00
43,30
43,06
Valid N (listwise)
102
Logistic Regression
Case Processing Summary
Unweighted Casesa N Percent
Selected Cases Included in Analysis 102 100.0 Missing Cases 0 .0
Total 102 100.0
Unselected Cases 0 .0
Total 102 100.0
Variables not in the Equation
Score df Sig.
Step 0 Variables X1 14.187 1 .000
X2 45.894 1 .000
X3 44.161 1 .000
X4 34.758 1 .000
X5 31.441 1 .000
X6 5.675 1 .017
X7 4.368 1 .037
Overall Statistics 64.562 7 .000
Block 1: Method = Enter
Iteration Historya,b,c,d
Iteration
-2 Log
likelihood
Coefficients
Constant X1 X2 X3 X4
Step 1 1 51.954 .764 -.009 .062 .072 -.026
2 35.889 2.594 -.024 .088 .100 -.049
3 29.640 4.736 -.051 .108 .114 -.069
4 27.113 7.029 -.107 .125 .121 -.081
5 26.074 9.164 -.201 .139 .109 -.085
6 25.869 10.306 -.265 .150 .100 -.090
7 25.863 10.518 -.277 .152 .100 -.091
8 25.863 10.525 -.277 .152 .100 -.091
9 25.863 10.525 -.277 .152 .100 -.091
a. Method: Enter
b. Constant is included in the model.
c. Initial -2 Log Likelihood: 100.963
Iteration Historya,b,c,d
d. Estimation terminated at iteration number 9 because parameter estimates changed by less than .001.
Omnibus Tests of Model Coefficients
Contingency Table for Hosmer and Lemeshow Test Y = .00000 Y = 1.00000
Total Observed Expected Observed Expected
Step 1 9 1 3.284 9 6.716 10
10 1 .087 10 10.913 11
Classification Tablea
Observed
Predicted
Y
Percentage Correct .00000 1.00000
Step 1 Y .00000 81 1 98.8
1.00000 3 17 85.0
Overall Percentage 96.1
a. The cut value is .500
Variables in the Equation
B S.E. Wald df Sig. Exp(B)
Step 1a X1 -.277 .196 1.999 1 .157 .758
X2 .152 .057 7.185 1 .007 1.165
X3 .100 .116 .736 1 .391 1.105
X4 -.091 .093 .960 1 .327 .913
X5 .023 .021 1.215 1 .270 1.023
X6 -.120 .054 4.948 1 .026 .887
X7 -.124 .053 5.447 1 .020 .884
Constant 10.525 6.141 2.938 1 .087 37217.858 a. Variable(s) entered on step 1: X1, X2, X3, X4, X5, X6, X7.
Correlation Matrix
Constant X1 X2 X3 X4 X5
Step 1 Constant 1.000 -.492 .243 -.296 -.164 -.283
X1 -.492 1.000 -.374 .311 -.065 .068
X2 .243 -.374 1.000 -.130 -.030 .227
X3 -.296 .311 -.130 1.000 .102 .255
X4 -.164 -.065 -.030 .102 1.000 .085
X5 -.283 .068 .227 .255 .085 1.000
X6 -.786 .080 -.312 -.039 .118 -.164
Correlation Matrix X6 X7
Step 1 Constant -.786 -.794
X1 .080 .374
X2 -.312 -.339
X3 -.039 .240
X4 .118 .314
X5 -.164 -.093
X6 1.000 .697
X7 .697 1.000
Step number: 1
Observed Groups and Predicted Probabilities
80 +
+
|
|
|
|
F |
|
R 60 +
+
E |0
|
Q |0
|
U |0
|
E 40 +0
+
N |0
|
C |0
|
Y |0
|
+
|0
|
|00
1|
|000
1|
Predicted
---+---+---+---+---+---+---+---+---+---
Prob: 0 .1 .2 .3 .4 .5
.6 .7 .8 .9 1
Group:
000000000000000000000000000000000000000000000000001111111111111111
1111111111111111111111111111111111
Predicted Probability is of Membership for 1.00000
The Cut Value is .50
Symbols: 0 - .00000
1 - 1.00000
Each Symbol Represents 5 Cases.
Logistic Regression
Case Processing Summary
Unweighted Casesa N Percent
Selected Cases Included in Analysis 102 100.0
Missing Cases 0 .0
Total 102 100.0
Unselected Cases 0 .0
Total 102 100.0
a. If weight is in effect, see classification table for the total number of cases.
Dependent Variable Encoding Original Value Internal Value
.00000 0
1.00000 1
Iteration Historya,b,c
Block 1: Method = Enter
Iteration History
a,b,c,dIteration
-2 Log likelihood
Coefficients
Constant X1 X2 X3 X4
Step 1 1 46.466 2.944 -.001 .026 .098 -.019
2 26.249 7.047 -.022 .014 .188 -.006
3 16.002 13.256 -.037 .001 .310 .003
4 9.873 21.417 -.032 .001 .483 .017
5 6.017 35.444 -.073 .017 .704 .069
6 3.004 62.578 -.245 .063 1.019 .212
7 1.206 97.547 -.403 .134 1.577 .401
8 .446 138.672 -.546 .224 2.363 .660
9 .164 180.003 -.682 .309 3.163 .915
10 .061 220.930 -.811 .391 3.968 1.167
11 .022 261.638 -.935 .472 4.785 1.420
12 .008 302.222 -1.053 .553 5.614 1.674
13 .003 342.730 -1.168 .634 6.455 1.932
14 .001 383.194 -1.281 .715 7.302 2.191
15 .000 423.632 -1.392 .796 8.154 2.451
16 .000 464.059 -1.502 .877 9.007 2.711
17 .000 504.478 -1.612 .958 9.862 2.972
18 .000 544.894 -1.722 1.040 10.717 3.233 19 .000 585.308 -1.832 1.121 11.572 3.494 20 .000 625.720 -1.942 1.202 12.428 3.755 a. Method: Enter
b. Constant is included in the model. c. Initial -2 Log Likelihood: 100.963
Iteration History
a,b,c,dIteration
Coefficients
X5 X6 X7 Z X1Z X2Z X3Z
Step 1 1 .006 -.042 -.061 -.040 .000 .001 -.001
2 .017 -.090 -.125 -.068 .000 .002 -.004
3 .031 -.166 -.207 -.100 .000 .003 -.008
4 .055 -.280 -.316 -.129 .000 .004 -.014
5 .084 -.456 -.485 -.183 .001 .006 -.021
6 .112 -.749 -.777 -.278 .002 .009 -.032
7 .151 -1.143 -1.170 -.409 .004 .012 -.048
8 .195 -1.614 -1.634 -.709 .005 .016 -.069
9 .240 -2.089 -2.102 -1.023 .006 .020 -.090
10 .286 -2.563 -2.566 -1.329 .008 .024 -.111 11 .332 -3.036 -3.028 -1.631 .009 .028 -.132 12 .379 -3.511 -3.489 -1.932 .010 .032 -.153 13 .426 -3.986 -3.949 -2.232 .011 .036 -.175 14 .473 -4.462 -4.410 -2.532 .012 .040 -.197 15 .521 -4.938 -4.870 -2.832 .014 .044 -.218 16 .569 -5.414 -5.331 -3.132 .015 .048 -.240 17 .616 -5.891 -5.791 -3.432 .016 .052 -.262 18 .664 -6.367 -6.251 -3.732 .017 .056 -.284 19 .712 -6.843 -6.711 -4.032 .018 .060 -.306 20 .760 -7.320 -7.171 -4.332 .019 .064 -.328 a. Method: Enter
b. Constant is included in the model. c. Initial -2 Log Likelihood: 100.963
Iteration History
a,b,c,dd. Estimation terminated at iteration number 20 because maximum iterations has been reached. Final solution cannot be found.
a. Estimation terminated at iteration number 20 because maximum iterations has been reached. Final solution cannot be found.
Hosmer and Lemeshow Test Step Chi-square df Sig.
Contingency Table for Hosmer and Lemeshow Test Y = .00000 Y = 1.00000
Total Observed Expected Observed Expected
Step 1 1 10 10.000 0 .000 10
2 10 10.000 0 .000 10
3 10 10.000 0 .000 10
4 10 10.000 0 .000 10
5 11 11.000 0 .000 11
6 10 10.000 0 .000 10
7 10 10.000 0 .000 10
8 10 10.000 0 .000 10
9 1 1.000 9 9.000 10
10 0 .000 11 11.000 11
Classification Tablea
Observed
Predicted
Y
Percentage Correct .00000 1.00000
Step 1 Y .00000 82 0 100.0
1.00000 0 20 100.0
Overall Percentage 100.0
a. The cut value is .500
Variables in the Equation
B S.E. Wald df Sig. Exp(B)
Step 1a X1 -1.942 870.795 .000 1 .998 .143
X2 1.202 321.166 .000 1 .997 3.326
X3 12.428 2255.897 .000 1 .996 249656.955
X4 3.755 692.328 .000 1 .996 42.735
X5 .760 139.505 .000 1 .996 2.137
X6 -7.320 709.769 .000 1 .992 .001
X7 -7.171 706.663 .000 1 .992 .001
Z -4.332 1782.298 .000 1 .998 .013
X1Z .019 12.172 .000 1 .999 1.019
X2Z .064 10.197 .000 1 .995 1.066
X3Z -.328 39.893 .000 1 .993 .720
X4Z -.085 9.348 .000 1 .993 .919
X5Z -.014 2.985 .000 1 .996 .986
X6Z .061 19.924 .000 1 .998 1.063
X7Z .058 12.043 .000 1 .996 1.059
Correlation Matrix
Constant X1 X2 X3 X4 X5
Step 1 Constant 1.000 -.458 .211 .307 .385 -.083
X1 -.458 1.000 -.335 .549 .251 .476
X2 .211 -.335 1.000 .060 .430 .131
X3 .307 .549 .060 1.000 .880 .403
X4 .385 .251 .430 .880 1.000 .403
X5 -.083 .476 .131 .403 .403 1.000
X6 -.907 .112 -.255 -.614 -.641 -.270
X7 -.952 .309 -.165 -.402 -.451 -.132
Z -.867 .235 -.205 -.482 -.548 -.003
X1Z .261 -.704 .168 -.463 -.271 -.397
X2Z -.092 .414 -.705 .138 -.190 .110
X3Z -.279 -.540 -.042 -.966 -.831 -.399
X4Z -.165 -.366 -.348 -.793 -.852 -.510
X5Z .093 -.471 -.111 -.387 -.379 -.943
X6Z .791 -.070 .259 .618 .673 .220
X7Z .877 -.162 .147 .521 .562 .121
Correlation Matrix
X6 X7 Z X1Z X2Z X3Z X4Z X5Z
Step 1 Constant -.907 -.952 -.867 .261 -.092 -.279 -.165 .093
X1 .112 .309 .235 -.704 .414 -.540 -.366 -.471
X2 -.255 -.165 -.205 .168 -.705 -.042 -.348 -.111
X3 -.614 -.402 -.482 -.463 .138 -.966 -.793 -.387
X4 -.641 -.451 -.548 -.271 -.190 -.831 -.852 -.379
X5 -.270 -.132 -.003 -.397 .110 -.399 -.510 -.943
X6 1.000 .933 .857 .009 .027 .582 .463 .244
X7 .933 1.000 .855 -.146 .001 .366 .253 .111
Z .857 .855 1.000 -.071 .260 .359 .191 -.031
X1Z .009 -.146 -.071 1.000 .040 .449 .177 .381
X2Z .027 .001 .260 .040 1.000 -.250 -.095 -.115
X3Z .582 .366 .359 .449 -.250 1.000 .824 .353
X4Z .463 .253 .191 .177 -.095 .824 1.000 .510
X5Z .244 .111 -.031 .381 -.115 .353 .510 1.000
Correlation Matrix X6Z X7Z
Step 1 Constant .791 .877
X1 -.070 -.162
X2 .259 .147
X3 .618 .521
X4 .673 .562
X5 .220 .121
X6 -.883 -.898
X7 -.823 -.914
Z -.961 -.965
X1Z -.132 .032
X2Z -.297 -.115
X3Z -.492 -.415
X4Z -.339 -.233
X5Z -.192 -.092
X6Z 1.000 .937
X7Z .937 1.000
