Hubungan antara Leverage Keuangan dengan Profitabilitas Perusahaan (Studi Empiris pada Perusahaan Manufaktur yang Terdaftar di Bursa Efek Indonesia Tahun 2011-2013)
Lampiran 1
Pemilihan Sampel Penelitian
Kriteria Sampel
2
3
Kode
Populasi
Perusahaan
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Universitas Sumatera Utara
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GDY R
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GGRM
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HMSP
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ICBP
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IGAR
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IKAI
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IKBI
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IMAS
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INCI
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INDF
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INDR
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INDS
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INKP
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INRU
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INTP
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IPOL
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ISSP
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ITMA
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JECC
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JPRS
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KARW
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KBLI
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LPIN
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MAIN
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MASA
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MBTO
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MERK
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MLBI
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MLIA
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MRAT
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MY OR
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MY RX
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MY TX
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NIKL
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NIPS
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PAFI
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PICO
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POLY
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PRAS
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PSDN
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PTSN
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PY FA
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RICY
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RMBA
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ROTI
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SAIP
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SCCO
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SCPI
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SIAP
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SIDO
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SIMA
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SIPD
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SKLT
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SMBR
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SMCB
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SMGR
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SOBI
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SPMA
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SQBI
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SRIL
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SRSN
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SSTM
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STTP
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SULI
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TBMS
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TCID
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TIRT
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TKIM
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TOTO
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TPIA
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TRIS
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TRST
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ULTJ
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UNIC
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UNIT
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UNTX
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UNVR
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WIIM
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Y PAS
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Jumlah
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Lampiran 2
Jadwal Penelitian
Tahapan Penelitian
Pengajuan Judul
Bimbingan Skripsi dan
Penyelesaian Proposal
Seminar Proposal
Pengumpulan Data
Pengolahan Data
Bimbingan Skripsi
Penyampaian Hasil
Penelitian
Okt'
15
Okt'
15
Nov'
15
Des'
15
Jan'
16
99
Universitas Sumatera Utara
Lampiran 3
BOXPLOT Sebelum dan Sesudah Penghapusan
Data a. BOXPLOT Sebelum Penghapusan Data
10
Universitas Sumatera Utara
b. BOXPLOT Setelah Penghapusan Data
101
Universitas Sumatera Utara
Lampiran 4
Curve Fit
LnDAR-LnROA
Model Summa
Model
1
R
,146a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,021
,005
,88725
a. Predictors: (Constant), LnDAR
LnLDER-LnROA
Model Summary
Model
1
R
,249a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,062
,047
,86859
a. Predictors: (Constant), LnLDER
LnTIER-LnROA
Model Summa
Model
1
R
,707a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,500
,492
,63411
a. Predictors: (Constant), LnTIER
LnDAR-LnROE
Model Summa
Model
1
R
,248a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,061
,046
,95534
a. Predictors: (Constant), LnDAR
LnLDER- LnROE
Model Summa
Model
1
R
,327a
R Square
,107
Adjusted R
Std. Error of the
Square
Estimate
,092
,93183
a. Predictors: (Constant), LnLDER
102
Universitas Sumatera Utara
LnTIER- LnROE
Model Summary
Model
1
R
R Square
,708a
Adjusted R
Std. Error of the
Square
Estimate
,501
,492
,69685
a. Predictors: (Constant), LnTIER
LnDAR-LnNPM
Model Summary
Model
1
R
R Square
,103a
Adjusted R
Std. Error of the
Square
Estimate
,011
-,006
,85783
a. Predictors: (Constant), LnDAR
LnLDER- LnNPM
Model Summary
Model
1
R
,219a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,048
,032
,84141
a. Predictors: (Constant), LnLDER
LnTIER- LnNPM
Model Summa
Model
1
R
,642a
R Square
,412
Adjusted R
Std. Error of the
Square
Estimate
,403
,66105
a. Predictors: (Constant), LnTIER
103
Universitas Sumatera Utara
Lampiran 5
Manova
[DataSet1]
The default error term in MANOVA has been changed from WITHIN CELLS
to WITHIN+RESIDUAL. Note that these are the same for all full
factorial designs.
* * * * * * * * A n a l y s i s o f
V a r i a n c e * * * * * * * * *
63 cases accepted.
0 cases rejected because of out-of-range factor values.
0 cases rejected because of missing data.
1 non-empty cell.
1 design will be processed.
Adjusted WITHIN CELLS Correlations with Std. Devs. on Diagonal
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
,60917
,97796
,85350
,62681
,84662
,64930
Statistics for ADJUSTED WITHIN CELLS correlations
Log(Determinant) =
-4,44864
Bartlett test of sphericity = 254,31364 with 3 D. F.
Significance =
,000
F(max) criterion =
1,13609 with (3;59) D. F.
Adjusted WITHIN CELLS Variances and Covariances
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
,37109
,37342
,33759
,39288
,34456
,42159
Adjusted WITHIN CELLS Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
21,89418
22,03153
19,91761
23,18021
20,32908
24,87367
104
Universitas Sumatera Utara
*** * * * A n a l y s i s
o f V a r i a n c e --Design
1 * * * * *
EFFECT .. WITHIN CELLS Regression
Adjusted Hypothesis Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
27,17372
31,05869
23,57389
36,13562
26,80643
20,49338
Multivariate Tests of Significance (S = 3, M = -1/2, N = 27 1/2)
Test Name
Value
Approx. F Hypoth. DF Error DF
Pillais
,95742
9,21835
Hotellings 2,42599 15,00523 9,00
Wilks
,23564
12,51538
Roys
,66918
9,00
Sig. of F
177,00 ,000
167,00 ,000
138,87 ,000
9,00
Eigenvalues and Canonical Correlations
Root No.
Eigenvalue
12,02279
2,40139
3,00182
Pct.
83,37971
16,54520
,07509
Cum.Pct.
83,37971
99,92491
100,00000
Canon Cor.
Sq. Cor
,81803
,53518
,04264
,66918
,28642
,00182
Dimension Reduction Analysis
Roots
Wilks L
F
1 TO 3
2 TO 3
3 TO 3
,235612,51538
,712285,36149
,99818,10748
Hypoth. DF Error DF
9,00
4,00
1,00
138,87
116,00
59,00
Sig. of F
,000
,001
,744
EFFECT .. WITHIN CELLS Regression (Cont.)
Univariate F-tests with (3;59) D. F.
Variable Sq.Mul.R Adj.R-sq. Hypoth.MS
Error MS
LnROA ,55380
LnROE ,60921
LnNPM ,45172
,3710924,40906
,3928830,65836
,4215916,20334
,53111
,58934
,42385
9,05791
12,04521
6,83113
F
Sig. of F
,000
,000
,000
Raw canonical coefficients for DEPENDENT variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
2,21531
-3,12920
,26039
5,51343
-4,78464
,31613
-3,33619
,65077
2,98831
105
Universitas Sumatera Utara
Standardized canonical coefficients for DEPENDENT variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
,97077
-,86072
,22274
4,90484
-4,67992
,27042
-2,96793
,63653
2,55623
Correlations between DEPENDENT and canonical variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
,83589
-,91892
,74170
,54869
,39255
,53932
,01479
,03854
,39878
Variance in dependent variables explained by canonical variables
CAN.VAR. Pct Var DEP
1
2
3
69,77506
24,86737
5,35757
Raw canonical
COVARIATE
LnDAR
LnLDER
LnTIER
Cum Pct DEP
Pct Var COV
69,77506
94,64243
100,00000
Cum Pct COV
46,69204
7,12253
,00974
46,69204
53,81457
53,82431
coefficients for COVARIATES
Function No.
1
2
3
-,83178
-,43463
-,77265
-2,54638
-,20767
,62970
-2,92670
1,26715
-,20866
Standardized canonical coefficients for COVARIATES
CAN. VAR.
COVARIATE
LnDAR
LnLDER
LnTIER
1
-,38911
-,36051
-,75945
2
3
-,69202
-,17225
,61894
-,79538
1,05106
-,20509
Correlations between COVARIATES and canonical Variables
CAN. VAR.
Covariate
LnDAR
LnLDER
LnTIER
1
-,64712
-,56402
-,76868
2
3
-,77562
-,46622
,61871
-,31477
,68156
-,16226
106
Universitas Sumatera Utara
Variance in covariates explained by canonical variables
CAN. VAR.
1
2
3
Pct Var DEP
26,95292
11,47346
,03576
Cum Pct DEP
26,95292
38,42638
38,46214
Pct Var COV
40,27756
40,05811
19,66433
Cum Pct COV
40,27756
80,33567
100,00000
Regression analysis for WITHIN CELLS error term
--- Individual Univariate ,9500 confidence intervals
Dependent variable .. LnROA
COVARIATE B
Beta
Std.Err. t -Value Sig.of t
Lower -95% CL- Upper
LnDAR
,2041163699 ,0623553374 ,31992
,63803 ,526 -,43603
,84427
LnLDER ,2108479553 ,1965921351 ,10488 2,01044 ,049 ,00099 ,42071
LnTIER ,6343950430 ,7009280723 ,07878 8,05225 ,000 ,47675 ,79204
Dependent variable .. LnROE
COVARIATE B
Beta
Std.Err. t-Value Sig.of t lower -95% CL- Upper
LnDAR
,5247766471 ,1458088052
LnLDER ,2789265693 ,2365375444
,32918 1,59421 ,116 -,133911 ,18346
,10791 2,58474 ,012 ,06299
,49486
,08107 8,59992 ,000 ,53495
,85937
LnTIER ,6971579040 ,7005808819
Dependent variable .. LnNPM
COVARIATE B
Beta
Std.Err. t-Value Sig.of t Lower -95% CL- Upper
LnDAR
,0718328891 ,0228216802 ,34099
LnLDER ,1927329590 ,1868879146 ,11179
LnTIER ,5534482016 ,6359443845 ,08397
* * * * * A n a l y s i s
,21066 ,834 -,61049 ,75415
1,72414 ,090 -,03095 ,41641
6,59066 ,000
,38542 ,7214
o f V a r i a n c e --Design
1 * * * * *
EFFECT .. CONSTANT
Adjusted Hypothesis Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
33,44498
26,00673
34,54113
20,22277
26,85909
35,67320
Multivariate Tests of Significance (S = 1, M = 1/2, N = 27 1/2)
Test Name
Value
Exact F Hypoth. DF Error DF
Pillais
,7745465,27120
Hotellings 3,43533 65,27120
Wilks
,2254665,27120
Roys
,77454
Note.. F statistics are exact.
3,00
3,00
3,00
57,00
57,00
57,00
Sig. of F
,000
,000
,000
107
Universitas Sumatera Utara
Eigenvalues and Canonical Correlations
Root No.
Eigenvalue
Pct.
Cum. Pct.
Canon Cor.
1
3,43533
100,00000
100,00000
,88008
EFFECT .. CONSTANT (Cont.)
Univariate F-tests with (1;59) D. F.
Variable Hypoth.SS Error SS Hypoth. MS Error MS
LnROA
LnROE
LnNPM
F Sig.of F
33,44498 21,89418 33,44498 ,37109 90,12686 ,000
20,22277 23,18021 20,22277 ,39288 51,47250 ,000
35,67320 24,87367 35,67320 ,42159 84,61636 ,000
EFFECT .. CONSTANT (Cont.)
Raw discriminant function coefficients
Function No.
Variable
LnROA
LnROE
LnNPM
1
6,13114
-5,61517
,67484
Standardized discriminant function coefficients
Function No.
Variable
LnROA
LnROE
LnNPM
1
3,73490
-3,51962
,43817
Estimates of effects for canonical variables
Canonical Variable
Parameter
1
1
-8,54841
Correlations between DEPENDENT and canonical variables
Canonical Variable
Variable
LnROA
LnROE
LnNPM
1
,66683
,50394
,64613
108
Universitas Sumatera Utara
Pemilihan Sampel Penelitian
Kriteria Sampel
2
3
Kode
Populasi
Perusahaan
1
ADES
1
1/
1/
2
ADMG
2
1/
3
AISA
3
1/
4
AKKU
4
5
AKPI
6
ALDO
7
ALKA
8
9
NO
4
Sampel
1/
−
−
1/
−
−
−
1/
1/
−
−
1/
1/
−
−
−
5
1/
1/
1/
−
−
6
1/
1/
1/
−
−
7
1/
1/
−
−
−
ALMI
8
1/
1/
1/
−
−
ALTO
9
−
1/
−
−
−
10
AMFG
10
1/
1/
1/
−
−
11
APLI
11
1/
1/
1/
1/
1
12
ARGO
12
1/
1/
−
−
−
13
ARNA
13
1/
1/
1/
1/
2
14
ASII
14
1/
1/
1/
−
−
15
AUTO
15
1/
1/
1/
1/
3
16
BIMA
16
1/
1/
1/
−
−
17
BRAM
17
1/
1/
−
1/
−
18
BRNA
18
1/
1/
−
−
−
19
BRPT
19
1/
1/
−
−
−
20
BTON
20
1/
1/
1/
−
−
21
BUDI
21
1/
1/
1/
−
−
22
CEKA
22
1/
1/
1/
−
−
23
CNTB
23
−
1/
−
−
−
24
CNTX
24
1/
1/
−
−
−
1
25
CPIN
25
1/
1/
1/
1/
4
26
CTBN
26
1/
1/
1/
1/
5
27
DAVO
27
−
−
−
−
−
28
DLTA
28
1/
1/
1/
−
−
29
DPNS
29
1/
1/
−
1/
−
30
DVLA
30
1/
1/
1/
1/
6
31
EKAD
31
1/
1/
1/
−
−
32
ERTX
32
1/
1/
1/
−
−
33
ESTI
33
1/
1/
−
−
−
34
ETWA
34
1/
1/
1/
−
−
35
FASW
35
1/
1/
−
−
−
36
FPNI
36
1/
1/
−
−
−
37
GDST
37
1/
1/
1/
−
−
95
Universitas Sumatera Utara
38
GDY R
38
Ai
Ai
−
−
−
39
GGRM
39
Ai
Ai
Ai
Ai
7
40
GJTL
40
Ai
Ai
Ai
−
−
41
HDTX
41
Ai
Ai
−
−
−
42
HMSP
42
Ai
Ai
−
Ai
−
43
ICBP
43
Ai
Ai
Ai
Ai
8
44
IGAR
44
Ai
Ai
Ai
Ai
9
45
IKAI
45
Ai
Ai
−
−
−
Ai
−
Ai
−
Ai
−
−
−
−
46
IKBI
46
Ai
47
IMAS
47
Ai
Ai
48
INAF
48
Ai
Ai
−
49
INAI
49
Ai
Ai
Ai
−
−
50
INCI
50
Ai
Ai
−
Ai
−
51
INDF
51
Ai
Ai
Ai
−
−
52
INDR
52
Ai
Ai
Ai
−
−
53
INDS
53
Ai
Ai
Ai
Ai
10
54
INKP
54
Ai
Ai
Ai
−
−
55
INRU
55
Ai
Ai
−
−
−
56
INTP
56
Ai
Ai
Ai
Ai
11
57
IPOL
57
Ai
Ai
Ai
−
−
58
ISSP
58
−
−
−
−
−
59
ITMA
59
Ai
Ai
−
−
−
60
JECC
60
Ai
Ai
Ai
−
−
61
JKSW
61
Ai
Ai
−
−
−
62
JPFA
62
Ai
Ai
Ai
−
−
63
JPRS
63
Ai
Ai
Ai
Ai
12
64
KAEF
64
Ai
Ai
Ai
Ai
13
65
KARW
65
Ai
Ai
−
−
−
66
KBLI
66
Ai
Ai
Ai
Ai
14
67
KBLM
67
Ai
Ai
Ai
−
−
68
KBRI
68
Ai
Ai
−
Ai
−
69
KDSI
69
Ai
Ai
Ai
−
−
70
KIAS
70
Ai
Ai
−
Ai
−
71
KICI
71
Ai
Ai
Ai
Ai
15
72
KLBF
72
Ai
Ai
Ai
−
−
73
KRAH
73
−
−
−
−
−
74
KRAS
74
Ai
Ai
Ai
−
−
75
LION
75
Ai
Ai
Ai
−
−
76
LMPI
76
Ai
Ai
−
−
−
77
LMSH
77
Ai
Ai
Ai
Ai
16
78
LPIN
78
Ai
Ai
Ai
Ai
17
96
Universitas Sumatera Utara
79
MAIN
79
Ai
Ai
Ai
−
−
80
MASA
80
Ai
Ai
−
−
−
81
MBTO
81
Ai
Ai
Ai
Ai
18
82
MERK
82
83
Ai
Ai
19
MLBI
Ai
Ai
Ai
83
Ai
Ai
−
−
84
MLIA
84
Ai
Ai
−
−
−
85
MRAT
85
Ai
Ai
−
Ai
−
86
MY OR
86
Ai
Ai
Ai
−
−
87
MY RX
87
Ai
Ai
−
Ai
−
88
MY TX
88
Ai
Ai
−
−
−
89
NIKL
89
Ai
Ai
Ai
−
−
90
NIPS
90
Ai
Ai
Ai
−
−
91
PAFI
91
Ai
−
Ai
−
−
92
PBRX
92
Ai
Ai
Ai
−
−
93
PICO
93
Ai
Ai
Ai
−
−
94
POLY
94
Ai
Ai
−
−
−
95
PRAS
95
Ai
Ai
Ai
−
−
96
PSDN
96
Ai
Ai
Ai
−
−
97
PTSN
97
Ai
Ai
−
−
−
98
PY FA
98
Ai
Ai
Ai
Ai
20
99
RICY
99
Ai
Ai
Ai
−
−
100
RMBA
100
Ai
Ai
−
−
−
101
ROTI
101
Ai
Ai
Ai
−
−
102
SAIP
102
Ai
−
Ai
−
−
103
SCCO
103
Ai
Ai
Ai
−
−
104
SCPI
104
Ai
Ai
−
−
−
105
SIAP
105
Ai
Ai
−
Ai
−
106
SIDO
106
−
−
−
Ai
−
107
SIMA
107
Ai
Ai
−
−
−
108
SIPD
108
Ai
Ai
Ai
−
−
109
SKLT
109
Ai
Ai
Ai
−
−
110
SMBR
110
−
−
−
−
−
111
SMCB
111
Ai
Ai
Ai
Ai
21
112
SMGR
112
Ai
Ai
Ai
Ai
22
113
SMSM
113
Ai
Ai
Ai
Ai
23
114
SOBI
114
Ai
Ai
−
Ai
−
115
SPMA
115
Ai
Ai
−
−
−
116
SQBI
116
Ai
Ai
Ai
Ai
24
117
SRIL
117
−
−
−
−
−
118
SRSN
118
Ai
Ai
Ai
Ai
25
119
SSTM
119
Ai
Ai
−
−
−
97
Universitas Sumatera Utara
120
STTP
120
Ai
Ai
Ai
Ai
26
121
SULI
121
Ai
Ai
−
−
−
122
TBMS
122
Ai
Ai
−
−
−
123
TCID
123
Ai
Ai
Ai
−
−
124
TIRT
124
Ai
Ai
−
−
−
125
TKIM
125
Ai
Ai
Ai
−
−
126
TOTO
126
Ai
Ai
Ai
Ai
27
127
TPIA
127
Ai
Ai
−
Ai
−
128
TRIS
128
−
−
−
−
−
129
TRST
129
Ai
Ai
Ai
Ai
28
130
TSPC
130
Ai
Ai
Ai
Ai
29
131
ULTJ
131
Ai
Ai
Ai
−
−
132
UNIC
132
Ai
Ai
Ai
Ai
30
133
UNIT
133
Ai
Ai
Ai
Ai
31
134
UNTX
134
Ai
Ai
−
−
−
135
UNVR
135
Ai
Ai
Ai
−
−
136
VOKS
136
Ai
Ai
Ai
−
−
137
WIIM
137
Ai
Ai
Ai
Ai
32
138
Y PAS
138
Ai
Ai
Ai
−
−
Jumlah
138
32
98
Universitas Sumatera Utara
Lampiran 2
Jadwal Penelitian
Tahapan Penelitian
Pengajuan Judul
Bimbingan Skripsi dan
Penyelesaian Proposal
Seminar Proposal
Pengumpulan Data
Pengolahan Data
Bimbingan Skripsi
Penyampaian Hasil
Penelitian
Okt'
15
Okt'
15
Nov'
15
Des'
15
Jan'
16
99
Universitas Sumatera Utara
Lampiran 3
BOXPLOT Sebelum dan Sesudah Penghapusan
Data a. BOXPLOT Sebelum Penghapusan Data
10
Universitas Sumatera Utara
b. BOXPLOT Setelah Penghapusan Data
101
Universitas Sumatera Utara
Lampiran 4
Curve Fit
LnDAR-LnROA
Model Summa
Model
1
R
,146a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,021
,005
,88725
a. Predictors: (Constant), LnDAR
LnLDER-LnROA
Model Summary
Model
1
R
,249a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,062
,047
,86859
a. Predictors: (Constant), LnLDER
LnTIER-LnROA
Model Summa
Model
1
R
,707a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,500
,492
,63411
a. Predictors: (Constant), LnTIER
LnDAR-LnROE
Model Summa
Model
1
R
,248a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,061
,046
,95534
a. Predictors: (Constant), LnDAR
LnLDER- LnROE
Model Summa
Model
1
R
,327a
R Square
,107
Adjusted R
Std. Error of the
Square
Estimate
,092
,93183
a. Predictors: (Constant), LnLDER
102
Universitas Sumatera Utara
LnTIER- LnROE
Model Summary
Model
1
R
R Square
,708a
Adjusted R
Std. Error of the
Square
Estimate
,501
,492
,69685
a. Predictors: (Constant), LnTIER
LnDAR-LnNPM
Model Summary
Model
1
R
R Square
,103a
Adjusted R
Std. Error of the
Square
Estimate
,011
-,006
,85783
a. Predictors: (Constant), LnDAR
LnLDER- LnNPM
Model Summary
Model
1
R
,219a
R Square
Adjusted R
Std. Error of the
Square
Estimate
,048
,032
,84141
a. Predictors: (Constant), LnLDER
LnTIER- LnNPM
Model Summa
Model
1
R
,642a
R Square
,412
Adjusted R
Std. Error of the
Square
Estimate
,403
,66105
a. Predictors: (Constant), LnTIER
103
Universitas Sumatera Utara
Lampiran 5
Manova
[DataSet1]
The default error term in MANOVA has been changed from WITHIN CELLS
to WITHIN+RESIDUAL. Note that these are the same for all full
factorial designs.
* * * * * * * * A n a l y s i s o f
V a r i a n c e * * * * * * * * *
63 cases accepted.
0 cases rejected because of out-of-range factor values.
0 cases rejected because of missing data.
1 non-empty cell.
1 design will be processed.
Adjusted WITHIN CELLS Correlations with Std. Devs. on Diagonal
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
,60917
,97796
,85350
,62681
,84662
,64930
Statistics for ADJUSTED WITHIN CELLS correlations
Log(Determinant) =
-4,44864
Bartlett test of sphericity = 254,31364 with 3 D. F.
Significance =
,000
F(max) criterion =
1,13609 with (3;59) D. F.
Adjusted WITHIN CELLS Variances and Covariances
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
,37109
,37342
,33759
,39288
,34456
,42159
Adjusted WITHIN CELLS Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
21,89418
22,03153
19,91761
23,18021
20,32908
24,87367
104
Universitas Sumatera Utara
*** * * * A n a l y s i s
o f V a r i a n c e --Design
1 * * * * *
EFFECT .. WITHIN CELLS Regression
Adjusted Hypothesis Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
27,17372
31,05869
23,57389
36,13562
26,80643
20,49338
Multivariate Tests of Significance (S = 3, M = -1/2, N = 27 1/2)
Test Name
Value
Approx. F Hypoth. DF Error DF
Pillais
,95742
9,21835
Hotellings 2,42599 15,00523 9,00
Wilks
,23564
12,51538
Roys
,66918
9,00
Sig. of F
177,00 ,000
167,00 ,000
138,87 ,000
9,00
Eigenvalues and Canonical Correlations
Root No.
Eigenvalue
12,02279
2,40139
3,00182
Pct.
83,37971
16,54520
,07509
Cum.Pct.
83,37971
99,92491
100,00000
Canon Cor.
Sq. Cor
,81803
,53518
,04264
,66918
,28642
,00182
Dimension Reduction Analysis
Roots
Wilks L
F
1 TO 3
2 TO 3
3 TO 3
,235612,51538
,712285,36149
,99818,10748
Hypoth. DF Error DF
9,00
4,00
1,00
138,87
116,00
59,00
Sig. of F
,000
,001
,744
EFFECT .. WITHIN CELLS Regression (Cont.)
Univariate F-tests with (3;59) D. F.
Variable Sq.Mul.R Adj.R-sq. Hypoth.MS
Error MS
LnROA ,55380
LnROE ,60921
LnNPM ,45172
,3710924,40906
,3928830,65836
,4215916,20334
,53111
,58934
,42385
9,05791
12,04521
6,83113
F
Sig. of F
,000
,000
,000
Raw canonical coefficients for DEPENDENT variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
2,21531
-3,12920
,26039
5,51343
-4,78464
,31613
-3,33619
,65077
2,98831
105
Universitas Sumatera Utara
Standardized canonical coefficients for DEPENDENT variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
,97077
-,86072
,22274
4,90484
-4,67992
,27042
-2,96793
,63653
2,55623
Correlations between DEPENDENT and canonical variables
Function No.
Variable
LnROA
LnROE
LnNPM
1
2
3
,83589
-,91892
,74170
,54869
,39255
,53932
,01479
,03854
,39878
Variance in dependent variables explained by canonical variables
CAN.VAR. Pct Var DEP
1
2
3
69,77506
24,86737
5,35757
Raw canonical
COVARIATE
LnDAR
LnLDER
LnTIER
Cum Pct DEP
Pct Var COV
69,77506
94,64243
100,00000
Cum Pct COV
46,69204
7,12253
,00974
46,69204
53,81457
53,82431
coefficients for COVARIATES
Function No.
1
2
3
-,83178
-,43463
-,77265
-2,54638
-,20767
,62970
-2,92670
1,26715
-,20866
Standardized canonical coefficients for COVARIATES
CAN. VAR.
COVARIATE
LnDAR
LnLDER
LnTIER
1
-,38911
-,36051
-,75945
2
3
-,69202
-,17225
,61894
-,79538
1,05106
-,20509
Correlations between COVARIATES and canonical Variables
CAN. VAR.
Covariate
LnDAR
LnLDER
LnTIER
1
-,64712
-,56402
-,76868
2
3
-,77562
-,46622
,61871
-,31477
,68156
-,16226
106
Universitas Sumatera Utara
Variance in covariates explained by canonical variables
CAN. VAR.
1
2
3
Pct Var DEP
26,95292
11,47346
,03576
Cum Pct DEP
26,95292
38,42638
38,46214
Pct Var COV
40,27756
40,05811
19,66433
Cum Pct COV
40,27756
80,33567
100,00000
Regression analysis for WITHIN CELLS error term
--- Individual Univariate ,9500 confidence intervals
Dependent variable .. LnROA
COVARIATE B
Beta
Std.Err. t -Value Sig.of t
Lower -95% CL- Upper
LnDAR
,2041163699 ,0623553374 ,31992
,63803 ,526 -,43603
,84427
LnLDER ,2108479553 ,1965921351 ,10488 2,01044 ,049 ,00099 ,42071
LnTIER ,6343950430 ,7009280723 ,07878 8,05225 ,000 ,47675 ,79204
Dependent variable .. LnROE
COVARIATE B
Beta
Std.Err. t-Value Sig.of t lower -95% CL- Upper
LnDAR
,5247766471 ,1458088052
LnLDER ,2789265693 ,2365375444
,32918 1,59421 ,116 -,133911 ,18346
,10791 2,58474 ,012 ,06299
,49486
,08107 8,59992 ,000 ,53495
,85937
LnTIER ,6971579040 ,7005808819
Dependent variable .. LnNPM
COVARIATE B
Beta
Std.Err. t-Value Sig.of t Lower -95% CL- Upper
LnDAR
,0718328891 ,0228216802 ,34099
LnLDER ,1927329590 ,1868879146 ,11179
LnTIER ,5534482016 ,6359443845 ,08397
* * * * * A n a l y s i s
,21066 ,834 -,61049 ,75415
1,72414 ,090 -,03095 ,41641
6,59066 ,000
,38542 ,7214
o f V a r i a n c e --Design
1 * * * * *
EFFECT .. CONSTANT
Adjusted Hypothesis Sum-of-Squares and Cross-Products
LnROA
LnROE
LnNPM
LnROA
LnROE
LnNPM
33,44498
26,00673
34,54113
20,22277
26,85909
35,67320
Multivariate Tests of Significance (S = 1, M = 1/2, N = 27 1/2)
Test Name
Value
Exact F Hypoth. DF Error DF
Pillais
,7745465,27120
Hotellings 3,43533 65,27120
Wilks
,2254665,27120
Roys
,77454
Note.. F statistics are exact.
3,00
3,00
3,00
57,00
57,00
57,00
Sig. of F
,000
,000
,000
107
Universitas Sumatera Utara
Eigenvalues and Canonical Correlations
Root No.
Eigenvalue
Pct.
Cum. Pct.
Canon Cor.
1
3,43533
100,00000
100,00000
,88008
EFFECT .. CONSTANT (Cont.)
Univariate F-tests with (1;59) D. F.
Variable Hypoth.SS Error SS Hypoth. MS Error MS
LnROA
LnROE
LnNPM
F Sig.of F
33,44498 21,89418 33,44498 ,37109 90,12686 ,000
20,22277 23,18021 20,22277 ,39288 51,47250 ,000
35,67320 24,87367 35,67320 ,42159 84,61636 ,000
EFFECT .. CONSTANT (Cont.)
Raw discriminant function coefficients
Function No.
Variable
LnROA
LnROE
LnNPM
1
6,13114
-5,61517
,67484
Standardized discriminant function coefficients
Function No.
Variable
LnROA
LnROE
LnNPM
1
3,73490
-3,51962
,43817
Estimates of effects for canonical variables
Canonical Variable
Parameter
1
1
-8,54841
Correlations between DEPENDENT and canonical variables
Canonical Variable
Variable
LnROA
LnROE
LnNPM
1
,66683
,50394
,64613
108
Universitas Sumatera Utara