beta saham tidak dapat memperkuat atau memperlemah pengaruh Return On Equity, Return On Asset, Debt Equity Ratio, Earnings Per Share, Total Asset
terhadap harga saham.
6.2. Kerbatasan Penelitian
Peneliti telah berusaha melakukan penelitian dengan optimal tetapi terdapat beberapa kendala yang terjadi, yaitu:
1. Periode penelitian yang singkat. Periode yang diamati dalam penalitian ini
hanya 5 tahun yaitu tahun 2005 sampai tahun 2009. 2.
Nilai harga saham yang digunakan dalam penelitian ini adalah harga saham tahunan yang dihitung berdasarkan rata-rata harga pasar atau berdasarkan
harga penutupan. 3.
Variabel independen yang digunakan adalah Return On Equity, Return On Asset, Debt Equity Ratio, Earnings Per share, Total Asset.
4. Earnings Per Share dan Total Asset kurang diperhatikan investor.
6.3. Saran
1. Kepada peneliti selanjutnya yang ingin melakukan penelitian lanjutan tentang
harga saham, disarankan agar menggunakan leg time lebih dari 5 tahun untuk menemukan persamaan regresi yang memberikan gambaran yang lebih baik
terhadap permasalahan yang diteliti.
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2. Kepada peneliti yang ingin melakukan penelitian lanjutan tentang harga
saham, disarankan agar tidak lagi menggunakan harga saham tahunan. Harga saham bulanan, triwulan, dan kuartalan diperkirakan lebih menggambarkan
tentang perubahan harga saham yang sebenarnya. 3.
Kepada peneliti yang ingin melakukan penelitian lanjutan tentang harga saham perusahaan perbankan, disarankan sebaiknya menggunakan rasio
CAMEL CAR, ATTM, APB, NPL, PPAP. 4.
Kepada investor yang ingin melakukan investasi agar mempertimbangkan Earnings Per Share dan Total Asset sebagai faktor dalam pengambilan
keputusan berinvestasi. Hal ini telah dibuktikan dengan hasil penelitian yang telah dilakukan dengan menjelasakan bahwa Earnings Per Share dan Total
Asset berpengaruh signifikan terhadap harga saham.
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DAFTAR PUSTAKA
Anastasia, Njo, 2003, Analisis Faktor Fundamental dan Risiko Sistematik Terhadap Harga Saham Properti di Bursa Efek Indonesia, Jurnal Akuntansi dan
Keuangan, Universitas Kristen Petra. Atmaja, lukas Setia, 2008, Teori Praktek Manajemen Keuangan, Edisi Pertama:
Andi, Yogyakarta. Bodie, Kane, and Marcus, 2006, Investment, Edisi Ketiga, Terjemahan: Zulaini
Dalimunthe dan Budi Wibowo: Salemba Empat, Jakarta. Brigham, Eugene F., and Michael Joel F Hounston, 2004, Manajemen Keuangan.
Terjemahan : Dodo Sudarsono dan Herman Wibowo, Edisi Kedelapan: Erlangga, Jakarta.
Chandra, Prasana, 2006, Investment Analysis and Portfolio Management, Second Edition: McGraw-Hill Publishing Company Limited, New Delhi.
Darsono dan Ashari, 2005, Pedoman Praktis Memahami Laporan Keuangan: Andi, Yogyakarta.
Djarwanto, Ps., 1996, Pokok-pokok Analisa Laporan Keuangan, Edisi Pertama: BPFE, Yogyakarta.
Elton, J. Edwin et. al., 2003, Modern Portofolio Theory and Investment Analysis, Sixth Edition, Jhon Wiley Sons. Inc.
Fabozzi, J. Frank, 1999, Manajemen Investasi, Buku Satu, Tim Penerjemah Salemba Empat: Salemba Empat, Jakarta.
Francis, Jack Clark, 1988, Management of Investment, Second Edition: Mc-Grow- Hall.
Fuller and Furrel, 1987, Teori Fortofolio dan Pasar Modal, Buku satu: Erlangga, Bandung.
Ghozali, Imam, 2005, Aplikasi Analisis Multivariate dengan Program SPSS, Edisi Ketiga, Cetakan Keempat: Badan Penerbit Universitas Diponegoro,
Semarang.
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Gitman, Lawrence J., 2003, Principles of Managerial Finance, Tenth Edition: Pearson Education, Inc. Boston.
Gujarati, Damodar, 2008, Ekonomitrika Dasar, Terjemahan Sumarno Zain: Erlangga, Jakarta.
Hanafie, M. Manduh, dan Abdul Halim, 2005, Analisa Laporan Keuangan, Edisi Kedua: UPP AMP YKPN, Yokyakarta.
Harahap, Sofyan Syafri, 2006, Analisis Kritis Atas Laporan Keuangan, Edisi Kelima: RajaGrafindo Persada, Jakarta.
Harianto dan Sudomo, 1998, Perangkat dan Teknik Analisis Investasi di Pasar: Erlanggan, Jakarta.
Hijriah, Almas, 2007, Pengaruh Faktor Fundamental dan Resiko Sistematik terhadap Harga Saham Properti di Bursa Efek Jakarta, Tesis, Universitas Sumatera
Utara. Horne, Van, 1995, Financial Management and Policy, Editon Tenth: Prentice Hall.
Husnan, Suad, 1998, Dasar-dasar teori portofolio dan analisis securitas: UPP AMP
YKPN, Yogyakarta. Jones, P. Charles, 1998, Investments Analysis and Management, Ninth Edition: John
Wiley Sons Inc. Mishkin, Frederic S., 2003, The Economics of Money, Banking and Financial Market.
Sixth Edition: Update, Addison Wesley. Nainggolan, Susan Grace Veranita, 2008, Pengaruh Variabel Fundamental terhadap
harga saham perusahaan Manufaktur yang terdaftar di Bursa Efek Indonesia, Tesis, Universitas Sumatera Utara.
Nurmalasari, Indah, 2009, Analisis Pengaruh Rasio Profitabilitas Terhadap Harga Saham Emiten LQ45 yang Terdaftar di Bursa Efek IndonesiaTahun 2005 –
2008, Jurnal Akuntansi dan keuangan, Universitas Gunadarma.
Panjaitan, Raya, 2008, Analisis Pengaruh Rasio Keuangan Dan Total Asset Terhadap Harga Saham Dan Beta Saham Perusahaan
Perbankan Di Bursa Efek Indonesia, Tesis, Universitas HKBP Nommensen.
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Reilly, Frank K., and Keith C. Brown, 2003, Investment Analysis and Portfolio Management, Seventh Edition: Thomson South Western,
United States.
Rose, Peter S., 2003, Commercial Bank Management, Fifth Edition, McGraw-Hill.
Sawir, 2005, Analisis Kinerja Keuangan dan Perencanaan Keuangan Perusahaan, Cetakan Kelima: Gramedia, Jakarta.
Sinkey, 2002, Commercial Bank Financial Management in The Financial- Services Industry, Sixth Edition: Prentice Hall.
Sugiyono, 2006, Metode Penelitian Bisnis: Alfabeta, Bandung. Supranto, J., 2007, Metoda Riset Aplikasi dalam Pemasaran, Edisi Revisi: LPFE-UI,
Jakarta. Tandelin, et.al., 1997, Manajemen Investasi: Salemba Empat, Bandung.
Weston, J. Fred, and Eugene F. Brighman, 1990, Dasar-Dasar Manajemen Keuangan, Jilid Satu, Edisi Kesembilan: Erlangga, Jakarta.
www.finance.yahoo.com www.idx.co.id
www.bi.go.id
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Lampiran 1
DAFTAR SINGKATAN
1. ROE = Return On Equity
2. ROA = Return On Asset
3. DER = Debt Equity Ratio
4. EPS = Earnings Per Share
5. TA = Total Asset
6. BS = Beta Saham
7. HS = Harga Saham
8. CAR = Capital Adequancy Ratio
9. ATTM = Aktiva Tetap Terhadap Modal
10. APB = Aktiva Produktif Bermasalah
11. NPL = Non Performing Loan
12. PPAP = Penyisihan Penghapusan Aktiva Produktif
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Lampiran 2
Nama Populasi Penelitian
No. Saham
Perusahaan Tanggal
Listing
1 BMRI Bank Mandiri.Tbk
14072003 2 BABP
Bank Bumi Putra Indonesia. Tbk 15072002
3 BBCA Bank Central Asia. Tbk
31052000 4 BBNI
Bank Negara Indonesia. Tbk 20111996
5 BBRI Bank Rakyat Indonesi. Tbk
10112003 6 BCIC
Bank Century. Tbk 03061997
7 BEKS Bank Pundi Indonesia. Tbk
22062001 8 BKSW
Bank Kesawan. Tbk 21112002
9 BNGA Bank CIMB Niaga. Tbk
29111989 10 BNII
Bank Internasional Indonesia. Tbk 02101989
11 BNLI Bank Permata. Tbk
15011990 12 BSWD
Bank Swadesi. Tbk 01052002
13 BVIC Bank Victory Internasional. Tbk
30061999 14 MAYA
Bank Mayapada. Tbk 07081997
15 MEGA Bank Mega. Tbk
17042000 16 NISP
Bank NISP. Tbk 20101994
17 PNBN Bank Pan Indonesia. Tbk
29121982 18 BBNP
Bank Nusantara Parahyangan. Tbk 14122000
19 BDMN Bank Danamon Indonesia. Tbk
08121989 20 INPC
Bank Artha Graha International. Tbk 23081990
21 BBKP Bank Bukopin. Tbk
10072006 22 SDRA
Bank Himpunan Saudara 1906. Tbk 15122006
23 BNBA Bank Bumi Artha. Tbk
25032008 24 MCOR
Bank Windu Kentjana International. Tbk 03072007
25 BAEK Bank Ekonomi Raharja. Tbk
08012008 26 BTPN
Bank Tabungan Pensiun Nasional. Tbk 12032008
27 BBTN Bank Tabungan Negara. Tbk
17122009 28 BACA
Bank Central Indonesia. Tbk 04102007
29 AGRO Bank Agroniaga. Tbk
23112009 30 BJBR
Bank Pembangunan Daerah Jawa Barat dan Banten. Tbk
02112009 31 BSIM
Bank Sinar Mas. Tbk 12062008
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Lampiran 3
Nama Sampel Penelitian No.
Saham Perusahaan
Tanggal Listing
1 BMRI Bank Mandiri.Tbk
14072003 2 BABP
Bank Bumi Putra Indonesia. Tbk 15072002
3 BBCA Bank Central Asia. Tbk
31052000 4 BBNI
Bank Negara Indonesia. Tbk 20111996
5 BBRI Bank Rakyat Indonesi. Tbk
10112003 6 BCIC
Bank Century. Tbk 03061997
7 BEKS Bank Pundi Indonesia. Tbk
22062001 8 BKSW
Bank Kesawan. Tbk 21112002
9 BNGA Bank CIMB Niaga. Tbk
29111989 10 BNII
Bank Internasional Indonesia. Tbk 02101989
11 BNLI Bank Permata. Tbk
15011990 12 BSWD
Bank Swadesi. Tbk 01052002
13 BVIC Bank Victory Internasional. Tbk
30061999 14 MAYA
Bank Mayapada. Tbk 07081997
15 MEGA Bank Mega. Tbk
17042000 16 NISP
Bank NISP. Tbk 20101994
17 PNBN Bank Pan Indonesia. Tbk
29121982 18 BBNP
Bank Nusantara Parahyangan. Tbk 14122000
19 BDMN Bank Danamon Indonesia. Tbk
08121989 20 INPC
Bank Artha Graha International. Tbk 23081990
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Lampiran 4
Data Return On Equity ROE tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
0.02599 0.09193
0.14862 0.17411
0.20381 2 BABP
Bank Bumi Putra Indonesia. Tbk -0.23567
0.01528 0.03847
0.00381 0.00934
3 BBCA Bank Central Asia. Tbk
0.22702 0.23483
0.21961 0.24812
0.24437 4 BBNI
Bank Negara Indonesia. Tbk 0.11894
0.13017 0.05215
0.07922 0.12976
5 BBRI Bank Rakyat Indonesi. Tbk
0.28522 0.25224
0.24890 0.26651
0.26812 6 BCIC
Bank Century. Tbk 0.06082
0.04554 0.04906
4.74211 0.46649
7 BEKS Bank Eksekutif Internasional. Tbk
-0.36142 -0.11800
0.00614 -0.36305
2.88837 8 BKSW
Bank Kesawan. Tbk 0.02415
0.03245 0.04730
0.02299 0.02234
9 BNGA Bank Niaga. Tbk
0.13790 0.13531
0.14807 0.07290
0.13988 10 BNII
Bank Internasional Indonesia. Tbk 0.15400
0.12059 0.07572
0.09520 -0.00779
11 BNLI Bank Permata. Tbk
0.11470 0.08279
0.12787 0.10549
0.09930 12 BSWD
Bank Swadesi. Tbk 0.10497
0.07121 0.06808
0.06800 0.12216
13 BVIC Bank Victory Internasional. Tbk
0.12782 0.09762
0.12279 0.06679
0.07347 14 MAYA
Bank Mayapada. Tbk 0.00537
0.09746 0.04327
0.04311 0.04137
15 MEGA Bank Mega. Tbk
0.00714 0.07843
0.17717 0.17478
0.15793 16 NISP
Bank NISP. Tbk 0.10319
0.09655 0.07424
0.08729 0.10535
17 PNBN Bank Pan Indonesia. Tbk
0.11536 0.09857
0.11363 0.08839
0.08521 18 BBNP
Bank Nusantara Parahyangan. Tbk 0.17302
0.10856 0.10219
0.08342 0.07958
19 BDMN Bank Danamon Indonesia, Tbk
0.23323 0.14037
0.19541 0.14463
0.09696 20 INPC
Bank Artha Graha International 0.04210
0.05585 0.02386
0.02379 0.04346
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Lampiran 5
Data Return On Asset ROA tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
0.00229 0.00905
0.01362 0.01482
0.01813 2 BABP
Bank Bumi Putra Indonesia. Tbk -0.01114
0.00146 0.00325
0.00031 0.00072
3 BBCA Bank Central Asia. Tbk
0.02396 0.02400
0.02059 0.02352
0.02411 4 BBNI
Bank Negara Indonesia. Tbk 0.00957
0.01137 0.00490
0.00606 0.01092
5 BBRI Bank Rakyat Indonesi. Tbk
0.03102 0.02752
0.02375 0.02421
0.02306 6 BCIC
Bank Century. Tbk 0.00168
0.00245 0.00392
-1.30349 0.03525
7 BEKS Bank Eksekutif Internasional.
Tbk -0.03127
-0.01017 0.00053
-0.02145 -0.09461
8 BKSW Bank Kesawan. Tbk
0.00191 0.00199
0.00286 0.00144
0.00170 9 BNGA
Bank Niaga. Tbk 0.01315
0.01392 0.01404
0.00657 0.01464
10 BNII Bank Internasional Indonesia.
Tbk 0.01479
0.01193 0.00734
0.00824 -0.00067
11 BNLI Bank Permata. Tbk
0.00848 0.00823
0.01270 0.00837
0.00857 12 BSWD
Bank Swadesi. Tbk 0.01269
0.00851 0.00727
0.01413 0.02403
13 BVIC Bank Victory Internasional. Tbk
0.00953 0.01037
0.00940 0.00627
0.00628 14 MAYA
Bank Mayapada. Tbk 0.00537
0.00978 0.00911
0.00743 0.00539
15 MEGA Bank Mega. Tbk
0.00714 0.00490
0.01492 0.01439
0.01354 16 NISP
Bank NISP. Tbk 0.01023
0.00979 0.00863
0.00925 0.01176
17 PNBN Bank Pan Indonesia. Tbk
0.01370 0.01609
0.01594 0.01089
0.01176 18 BBNP
Bank Nusantara Parahyangan. Tbk
0.00997 0.00906
0.00844 0.00768
0.00755 19 BDMN
Bank Danamon Indonesia, Tbk 0.02954
0.01615 0.02368
0.01426 0.01587
20 INPC Bank Artha Graha International
0.00208 0.00279
0.00134 0.00170
0.00271
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Lampiran 6
Data Debt Equity Ratio DER tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
10.34534 9.15585
9.91103 10.74583
10.23443 2 BABP
Bank Bumi Putra Indonesia. Tbk 20.15010
9.43522 10.82451
11.45134 11.97866
3 BBCA Bank Central Asia. Tbk
0.84767 8.78546
9.66470 9.54885
9.13732 4 BBNI
Bank Negara Indonesia. Tbk 11.42429
10.44977 9.64567
12.07165 10.88210
5 BBRI Bank Rakyat Indonesi. Tbk
8.19462 8.16685
9.48147 10.00685
10.62793 6 BCIC
Bank Century. Tbk 35.22839
17.61157 11.50152
-4.63801 12.23322
7 BEKS Bank Eksekutif Internasional.
Tbk 10.55691
10.59791 10.61665
15.92261 -31.53007
8 BKSW Bank Kesawan. Tbk
11.63813 15.27800
15.50841 14.96457
12.15339 9 BNGA
Bank Niaga. Tbk 9.48291
8.72186 9.54737
10.08725 8.54812
10 BNII Bank Internasional Indonesia.
Tbk 9.33799
9.04173 9.28833
10.52344 10.56078
11 BNLI Bank Permata. Tbk
12.50238 9.04448
9.05432 11.59010
10.56917 12 BSWD
Bank Swadesi. Tbk 7.27047
7.37136 8.36793
3.81079 4.08260
13 BVIC Bank Victory Internasional. Tbk
12.40545 8.41193
12.05620 9.65461
10.69302 14 MAYA
Bank Mayapada. Tbk 0.89472
8.96541 3.75216
4.80073 6.67969
15 MEGA Bank Mega. Tbk
0.94916 15.01142
10.87686 11.14510
10.66083 16 NISP
Bank NISP. Tbk 9.05697
8.86015 7.59967
8.43237 7.95574
17 PNBN Bank Pan Indonesia. Tbk
7.32163 5.04954
6.01998 7.01510
6.16382 18 BBNP
Bank Nusantara Parahyangan. Tbk
16.35208 10.97755
11.10554 9.86625
9.54717 19 BDMN
Bank Danamon Indonesia, Tbk 6.87432
7.66642 7.22202
9.08956 5.23202
20 INPC Bank Artha Graha International
19.27170 19.04130
16.85941 12.97077
15.02417
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Lampiran 7
Data Earnings Per Share EPS tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
29.90000 29.90000
29.90000 29.90000
29.90000 2 BABP
Bank Bumi Putra Indonesia. Tbk 24.00000
24.00000 24.00000
24.00000 24.00000
3 BBCA Bank Central Asia. Tbk
406.00000 406.00000
406.00000 406.00000
406.00000 4 BBNI
Bank Negara Indonesia. Tbk 106.00000
106.00000 106.00000
106.00000 106.00000
5 BBRI Bank Rakyat Indonesi. Tbk
321.70000 321.70000
321.70000 321.70000
321.70000 6 BCIC
Bank Century. Tbk 1.11000
1.11000 1.11000
1.11000 1.11000
7 BEKS Bank Eksekutif Internasional.
Tbk -58.88000
-58.88000 -58.88000
-58.88000 -58.88000
8 BKSW Bank Kesawan. Tbk
5.88000 5.88000
5.88000 5.88000
5.88000 9 BNGA
Bank Niaga. Tbk 60.07000
60.07000 60.07000
60.07000 60.07000
10 BNII Bank Internasional Indonesia.
Tbk 15.00000
15.00000 15.00000
15.00000 15.00000
11 BNLI Bank Permata. Tbk
38.00000 38.00000
38.00000 38.00000
38.00000 12 BSWD
Bank Swadesi. Tbk 36.00000
36.00000 36.00000
36.00000 36.00000
13 BVIC Bank Victory Internasional. Tbk
15.56000 15.56000
15.56000 15.56000
15.56000 14 MAYA
Bank Mayapada. Tbk 13.15000
13.15000 13.15000
13.15000 13.15000
15 MEGA Bank Mega. Tbk
126.00000 126.00000
126.00000 126.00000
126.00000 16 NISP
Bank NISP. Tbk 48.79000
48.79000 48.79000
48.79000 48.79000
17 PNBN Bank Pan Indonesia. Tbk
31.48000 31.48000
31.48000 31.48000
31.48000 18 BBNP
Bank Nusantara Parahyangan. Tbk
179.00000 179.00000
179.00000 179.00000
179.00000 19 BDMN
Bank Danamon Indonesia, Tbk 407.71000
407.71000 407.71000
407.71000 407.71000
20 INPC Bank Artha Graha International
0.75000 0.75000
0.75000 0.75000
0.75000
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Lampiran 8
Data Total Asset TA tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
2.634E+14 2.675E+14 3.191E+14 3.584E+14
3.946E+14 2 BABP
Bank Bumi Putra Indonesia. Tbk 4.317E+12
5.415E+12 6.346E+12 6.288E+12 7.006E+12
3 BBCA Bank Central Asia. Tbk
1.502E+14 1.768E+14
2.18E+14 2.456E+14 2.824E+14
4 BBNI Bank Negara Indonesia. Tbk
1.478E+14 1.694E+14 1.833E+14 2.017E+14
2.275E+14 5 BBRI
Bank Rakyat Indonesi. Tbk 1.228E+14
1.547E+14 2.037E+14 2.461E+14 3.169E+14
6 BCIC Bank Century. Tbk
1.327E+13 1.455E+13 1.451E+13 5.586E+12
7.531E+12 7 BEKS
Bank Eksekutif Internasional. Tbk 1.492E+12
1.339E+12 1.35E+12 1.492E+12
1.426E+12 8 BKSW
Bank Kesawan. Tbk 1.542E+12
2.052E+12 2.184E+12 1.534E+12 1.542E+12
9 BNGA Bank Niaga. Tbk
4.158E+13 4.654E+13 5.489E+13 1.032E+14
1.071E+14 10 BNII
Bank Internasional Indonesia. Tbk 4.903E+13
5.31E+13 5.515E+13 5.687E+13 6.097E+13
11 BNLI Bank Permata. Tbk
3.478E+13 3.784E+13
3.93E+13 5.406E+13 5.601E+13
12 BSWD Bank Swadesi. Tbk
9.257E+11 9.725E+11 1.168E+12
1.36E+12 1.537E+12
13 BVIC Bank Victory Internasional. Tbk
2.112E+12 2.897E+12 5.269E+12 5.625E+12
7.359E+12 14 MAYA
Bank Mayapada. Tbk 3.156E+12
3.7E+12 4.475E+12 5.513E+12 7.63E+12
15 MEGA Bank Mega. Tbk
2.511E+13 3.097E+13 3.491E+13 3.486E+13
3.968E+13 16 NISP
Bank NISP. Tbk 2.004E+13
2.421E+13 2.897E+13 3.425E+13 3.705E+13
17 PNBN Bank Pan Indonesia. Tbk
3.692E+13 4.051E+13 5.347E+13 6.439E+13
7.786E+13 18 BBNP
Bank Nusantara Parahyangan. Tbk 2.84E+12
3.351E+12 3.773E+12 3.695E+12 3.896E+12
19 BDMN Bank Danamon Indonesia, Tbk
6.78E+13 8.207E+13 8.941E+13 1.073E+14
9.66E+13 20 INPC
Bank Artha Graha International 1.085E+13
1.105E+13 1.128E+13 1.285E+13 1.543E+13
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Universitas Sumatera Utara
Lampiran 9
Data Beta Saham BS tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
0.00090 -0.00002
-0.00496 0.12363
0.00001 2 BABP
Bank Bumi Putra Indonesia. Tbk 0.00254
0.00000 0.00636
0.19978 0.00001
3 BBCA Bank Central Asia. Tbk
-0.00139 -0.00001
-0.00125 0.10046
0.00000 4 BBNI
Bank Negara Indonesia. Tbk 0.00172
-0.00002 -0.00342
0.14044 0.00002
5 BBRI Bank Rakyat Indonesi. Tbk
-0.00076 -0.00001
-0.00277 0.16008
0.00001 6 BCIC
Bank Century. Tbk -0.00261
0.00001 0.00169
0.06202 0.00000
7 BEKS Bank Eksekutif Internasional. Tbk
0.00374 -0.00001
0.00082 0.07781
0.00001 8 BKSW
Bank Kesawan. Tbk -0.01165
0.00003 -0.00060
-0.05200 0.00000
9 BNGA Bank Niaga. Tbk
0.00121 -0.00003
-0.01154 0.07496
0.00001 10 BNII
Bank Internasional Indonesia. Tbk 0.00140
-0.00002 -0.00355
-0.02869 0.00000
11 BNLI Bank Permata. Tbk
-0.00010 -0.00001
-0.00177 0.09383
0.00001 12 BSWD
Bank Swadesi. Tbk -0.00044
-0.00001 -0.00490
-0.02466 0.00000
13 BVIC Bank Victory Internasional. Tbk
0.00000 0.00000
0.00578 0.21644
0.00001 14 MAYA
Bank Mayapada. Tbk 0.00348
-0.00009 -0.02369
0.01422 -0.00001
15 MEGA Bank Mega. Tbk
-0.00044 0.00000
0.00428 0.07897
0.00000 16 NISP
Bank NISP. Tbk 0.00006
0.00000 -0.00063
0.05221 0.00001
17 PNBN Bank Pan Indonesia. Tbk
-0.00042 -0.00001
-0.00194 0.05703
0.00000 18 BBNP
Bank Nusantara Parahyangan. Tbk 0.00000
0.00000 0.01044
0.23539 0.00000
19 BDMN Bank Danamon Indonesia, Tbk
-0.00095 -0.00001
-0.00221 0.15998
0.00001 20 INPC
Bank Artha Graha International 0.00568
-0.00001 0.01193
0.34714 0.00001
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Universitas Sumatera Utara
Lampiran 10
Data Harga Saham HS tahun 2005 sd 2009 sebelum di Logaritma Natural LN
NO KD
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
120 90
131 62
120 2 BABP
Bank Bumi Putra Indonesia. Tbk 1,700
2,600 3,650
3,250 4,850
3 BBCA Bank Central Asia. Tbk
1,213 1,773
1,970 680
1,877 4 BBNI
Bank Negara Indonesia. Tbk 661
661 1,426
1,426 1,228
5 BBRI Bank Rakyat Indonesi. Tbk
3,025 5,150
7,400 4,575
7,650 6 BCIC
Bank Century. Tbk 80
70 68
50 50
7 BEKS Bank Eksekutif Internasional. Tbk
3,590 5,102
6,046 2,343
4,550 8 BKSW
Bank Kesawan. Tbk 51
44 48
34 64
9 BNGA Bank Niaga. Tbk
405 920
900 495
710 10 BNII
Bank Internasional Indonesia. Tbk 150
233 276
359 320
11 BNLI Bank Permata. Tbk
698 843
863 475
776 12 BSWD
Bank Swadesi. Tbk 1,640
2,900 3,500
2,025 4,700
13 BVIC Bank Victory Internasional. Tbk
357 411
446 598
740 14 MAYA
Bank Mayapada. Tbk 225
375 482
600 600
15 MEGA Bank Mega. Tbk
78 88
148 93
138 16 NISP
Bank NISP. Tbk 50
45 100
50 76
17 PNBN Bank Pan Indonesia. Tbk
110 488
883 1,536
1,536 18 BBNP
Bank Nusantara Parahyangan. Tbk 1,047
1,073 1,609
1,788 2,300
19 BDMN Bank Danamon Indonesia, Tbk
420 580
680 580
760 20 INPC
Bank Artha Graha International 770
850 900
700 1,000
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Universitas Sumatera Utara
Lampiran 11
Data Return On Equity ROE tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank
2005 2006
2007 2008
2009
1
BMRI Bank Mandiri.Tbk
3.65 2.39
1.91 1.75
1.59
2
BABP Bank Bumi Putra Indonesia. Tbk
0.00 4.18
3.26 5.57
4.67
3
BBCA Bank Central Asia. Tbk
1.48 1.45
1.52 1.39
1.41
4
BBNI Bank Negara Indonesia. Tbk
2.13 2.04
2.95 2.54
2.04
5
BBRI Bank Rakyat Indonesi. Tbk
1.25 1.38
1.39 1.32
1.32
6
BCIC Bank Century. Tbk
2.80 3.09
3.01 1.56
2.65
7
BEKS Bank Pundi Indonesia. Tbk
0.00 0.00
5.09 0.00
1.06
8
BKSW Bank Kesawan. Tbk 3.72
3.43 3.05
3.77 3.80
9
BNGA Bank CIMB Niaga. Tbk
1.98 1.91
1.91 1.97
1.97
10
BNII Bank Internasional Indonesia. Tbk
1.87 2.12
2.58 2.35
0.00
11
BNLI Bank Permata. Tbk
2.17 2.49
2.06 2.25
2.31
12
BSWD Bank Swadesi. Tbk 2.25
2.64 2.69
2.69 2.10
13
BVIC Bank Victory Internasional. Tbk
2.06 2.33
2.10 2.71
2.61
14
MAYA Bank Mayapada. Tbk 5.23
2.33 3.14
3.14 3.19
15
MEGA Bank Mega. Tbk 4.94
2.55 1.73
1.74 1.85
16
NISP Bank NISP. Tbk
2.27 2.34
2.60 2.44
2.25
17
PNBN Bank Pan Indonesia. Tbk
2.16 2.32
2.17 2.43
2.46
18
BBNP Bank Nusantara Parahyangan. Tbk
1.75 2.22
2.28 2.48
2.53
19
BDMN Bank Danamon Indonesia. Tbk 1.46
1.96 1.63
1.93 2.33
20
INPC Bank Artha Graha International.
Tbk 3.17
2.89 3.74
3.74 3.14
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Universitas Sumatera Utara
Lampiran 12
Data Return On Asset Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005 2006 2007 2008 2009
1 BMRI Bank Mandiri.Tbk
5.36 4.55
3.92 3.79
3.60 2 BABP
Bank Bumi Putra Indonesia. Tbk 0.00
6.06 5.27
6.98 6.43
3 BBCA Bank Central Asia. Tbk
3.38 3.37
3.53 3.46
3.45 4 BBNI
Bank Negara Indonesia. Tbk 4.18
4.09 4.82
4.65 4.19
5 BBRI Bank Rakyat Indonesi. Tbk
3.09 3.27
3.27 3.33
3.47 6 BCIC
Bank Century. Tbk 6.34
5.66 5.65
0.00 4.43
7 BEKS Bank Pundi Indonesia. Tbk
0.00 0.00
6.67 0.00
0.00 8 BKSW Bank Kesawan. Tbk
5.79 5.81
5.71 6.11
5.91 9 BNGA
Bank CIMB Niaga. Tbk 4.02
3.98 3.98
3.90 3.90
10 BNII Bank Internasional Indonesia. Tbk
3.98 4.27
4.99 4.49
7.35 11 BNLI
Bank Permata. Tbk 4.45
0.00 0.00
4.27 4.29
12 BSWD Bank Swadesi. Tbk 3.99
4.42 4.55
3.81 3.41
13 BVIC Bank Victory Internasional. Tbk
4.34 4.32
4.51 4.83
4.77 14 MAYA Bank Mayapada. Tbk
4.89 4.25
4.33 4.52
4.85 15 MEGA Bank Mega. Tbk
4.56 4.94
3.85 3.94
4.13 16 NISP
Bank NISP. Tbk 4.23
4.29 4.41
4.32 4.10
17 PNBN Bank Pan Indonesia. Tbk
3.90 3.66
3.71 4.02
4.01 18 BBNP
Bank Nusantara Parahyangan. Tbk 4.25
4.34 4.41
4.51 4.55
19 BDMN Bank Danamon Indonesia. Tbk 3.12
3.66 3.30
3.69 3.71
20 INPC Bank Artha Graha International.
Tbk 5.85
5.58 5.89
5.76 5.48
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Universitas Sumatera Utara
Lampiran 13
Data Debt Equity Ratio Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005 2006 2007 2008 2009
1 BMRI Bank Mandiri.Tbk
2.34 2.21
2.29 2.37
2.33 2 BABP
Bank Bumi Putra Indonesia. Tbk 3.00
2.24 2.38
2.44 2.48
3 BBCA Bank Central Asia. Tbk
0.17 2.17
2.27 2.26
2.21 4 BBNI
Bank Negara Indonesia. Tbk 2.44
2.35 2.27
2.49 2.39
5 BBRI Bank Rakyat Indonesi. Tbk
2.10 2.10
2.25 2.30
2.36 6 BCIC
Bank Century. Tbk 3.56
2.87 2.44
0.00 2.04
7 BEKS Bank Pundi Indonesia. Tbk
2.36 2.36
2.36 2.77
0.00 8 BKSW Bank Kesawan. Tbk
2.45 2.73
2.74 2.71
2.50 9 BNGA
Bank CIMB Niaga. Tbk 2.25
2.26 2.26
2.15 2.15
10 BNII Bank Internasional Indonesia. Tbk
2.23 2.20
2.23 2.35
2.36 11 BNLI
Bank Permata. Tbk 2.53
2.20 2.20
2.45 2.36
12 BSWD Bank Swadesi. Tbk 1.98
2.00 2.12
1.34 1.41
13 BVIC Bank Victory Internasional. Tbk
2.52 2.13
2.49 2.27
2.37 14 MAYA Bank Mayapada. Tbk
0.11 2.19
1.32 1.57
1.90 15 MEGA Bank Mega. Tbk
0.05 2.71
2.39 2.41
2.37 16 NISP
Bank NISP. Tbk 2.20
2.18 2.03
2.13 2.07
17 PNBN Bank Pan Indonesia. Tbk
1.99 1.62
1.80 1.95
1.82 18 BBNP
Bank Nusantara Parahyangan. Tbk 2.79
2.40 2.41
2.29 2.26
19 BDMN Bank Danamon Indonesia. Tbk 1.93
2.04 1.98
2.21 1.65
20 INPC Bank Artha Graha International.
Tbk 2.96
2.95 2.82
2.56 2.71
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Universitas Sumatera Utara
Lampiran 14
Data Earnings Per Share Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005 2006 2007 2008 2009
1 BMRI Bank Mandiri.Tbk
3.40 4.78
5.34 5.54
5.83 2 BABP
Bank Bumi Putra Indonesia. Tbk 2.77
0.46 1.42
0.97 0.01
3 BBCA Bank Central Asia. Tbk
6.01 5.84
5.90 5.75
5.86 4 BBNI
Bank Negara Indonesia. Tbk 4.66
4.98 4.16
4.38 5.09
5 BBRI Bank Rakyat Indonesi. Tbk
5.77 5.87
6.00 6.21
6.41 6 BCIC
Bank Century. Tbk 0.10
0.45 0.70
0.00 7.90
7 BEKS Bank Pundi Indonesia. Tbk
0.00 0.00
0.13 0.00
0.00 8 BKSW Bank Kesawan. Tbk
1.77 2.10
2.52 1.83
1.85 9 BNGA
Bank CIMB Niaga. Tbk 4.10
3.99 4.14
3.34 4.18
10 BNII Bank Internasional Indonesia. Tbk
2.71 2.58
2.12 2.30
0.00 11 BNLI
Bank Permata. Tbk 3.64
3.69 4.16
4.06 4.13
12 BSWD Bank Swadesi. Tbk 3.58
3.28 3.31
3.47 3.76
13 BVIC Bank Victory Internasional. Tbk
2.74 2.70
3.05 2.56
2.57 14 MAYA Bank Mayapada. Tbk
2.58 3.74
3.13 3.15
3.11 15 MEGA Bank Mega. Tbk
4.84 4.57
5.77 5.06
5.13 16 NISP
Bank NISP. Tbk 3.89
3.87 3.81
4.00 4.32
17 PNBN Bank Pan Indonesia. Tbk
3.45 3.62
3.75 3.54
3.71 18 BBNP
Bank Nusantara Parahyangan. Tbk 5.19
5.04 4.62
4.50 4.53
19 BDMN Bank Danamon Indonesia. Tbk 6.01
5.59 6.05
5.72 5.23
20 INPC Bank Artha Graha International.
Tbk 0.29
0.02 0.94
0.94 1.59
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Universitas Sumatera Utara
Lampiran 15
Data Total Asset Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005
2006 2007
2008 2009
1 BMRI Bank Mandiri.Tbk
33.20 33.22 33.40 33.51 33.61 2 BABP
Bank Bumi Putra Indonesia. Tbk 29.09 29.32 29.48 29.47 29.58
3 BBCA Bank Central Asia. Tbk
32.64 32.81 33.02 33.13 33.27 4 BBNI
Bank Negara Indonesia. Tbk 32.63 32.76 32.84 32.94 33.06
5 BBRI Bank Rakyat Indonesi. Tbk
32.44 32.67 32.84 33.14 33.39 6 BCIC
Bank Century. Tbk 30.22 30.31 30.31 29.35 29.65
7 BEKS Bank Pundi Indonesia. Tbk
28.03 27.92 27.93 28.03 27.99 8 BKSW Bank Kesawan. Tbk
28.06 28.35 28.41 28.40 28.48 9 BNGA
Bank CIMB Niaga. Tbk 31.36 31.47 31.64 32.27 32.30
10 BNII Bank Internasional Indonesia. Tbk
31.52 31.60 31.64 31.67 31.74 11 BNLI
Bank Permata. Tbk 31.18 31.26 31.30 31.62 31.66
12 BSWD Bank Swadesi. Tbk 27.55 27.60 27.79 27.94 28.06
13 BVIC Bank Victory Internasional. Tbk
28.38 28.69 29.29 29.36 29.63 14 MAYA Bank Mayapada. Tbk
28.78 28.94 29.13 29.34 29.66 15 MEGA Bank Mega. Tbk
30.85 31.06 31.18 31.18 31.31 16 NISP
Bank NISP. Tbk 30.63 30.82 31.00 31.16 31.24
17 PNBN Bank Pan Indonesia. Tbk
31.24 31.33 31.61 31.80 31.99 18 BBNP
Bank Nusantara Parahyangan. Tbk 28.67 28.84 28.96 28.94 28.99 19 BDMN Bank Danamon Indonesia. Tbk
31.85 32.04 32.12 32.31 32.20 20 INPC
Bank Artha Graha International. Tbk
30.02 30.03 30.05 30.18 30.37
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Universitas Sumatera Utara
Lampiran 16
Data Beta Saham Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005
2006 2007 2008 2009
1 BMRI Bank Mandiri.Tbk
-10.83 -5.31 -5.31
-2.09 -11.21
2 BABP Bank Bumi Putra Indonesia. Tbk
-13.80 -5.06 -5.06
-1.61 -11.95
3 BBCA Bank Central Asia. Tbk
-11.66 -6.68 -6.68
-2.30 -12.36
4 BBNI Bank Negara Indonesia. Tbk
-11.10 -5.68 -5.68
-1.96 -10.78
5 BBRI Bank Rakyat Indonesi. Tbk
-11.12 -5.89 -5.89
-1.83 -11.69
6 BCIC Bank Century. Tbk
-11.72 -6.38 -6.38
-2.78 -13.07
7 BEKS Bank Pundi Indonesia. Tbk
-11.45 -7.11 -7.11
-2.55 -11.49
8 BKSW Bank Kesawan. Tbk
-10.50 -7.42 -7.42
-2.96 -13.92
9 BNGA Bank CIMB Niaga. Tbk
-10.39 -4.46 -4.46
-2.59 -11.79
10 BNII Bank Internasional Indonesia. Tbk
-11.02 -5.64 -5.64
-3.55 -12.46
11 BNLI Bank Permata. Tbk
-12.19 -6.34 -6.34
-2.37 -11.60
12 BSWD Bank Swadesi. Tbk
-11.17 -5.32 -5.32
-3.70 -13.06
13 BVIC Bank Victory Internasional. Tbk
-13.49 -5.15 -5.15
-1.53 -11.85
14 MAYA Bank Mayapada. Tbk
-9.34 -3.74 -3.74
-4.25 -11.95
15 MEGA Bank Mega. Tbk
-14.32 -5.45 -5.45
-2.54 -13.39
16 NISP Bank NISP. Tbk
-12.89 -7.38 -7.38
-2.95 -12.08
17 PNBN Bank Pan Indonesia. Tbk
-11.81 -6.24 -6.24
-2.86 -12.58
18 BBNP Bank Nusantara Parahyangan. Tbk
0.00 -4.56 -4.56
-1.45 -13.62
19 BDMN Bank Danamon Indonesia. Tbk
-11.81 -6.12 -6.12
-1.83 -11.28
20 INPC Bank Artha Graha International.
Tbk
-11.21 -4.43
-4.43 -1.06
-11.67
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Universitas Sumatera Utara
Lampiran 17
Data Harga Saham Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005 2006 2007 2008 2009
1 BMRI Bank Mandiri.Tbk
7.47 7.73
8.08 7.92
8.15 2 BABP
Bank Bumi Putra Indonesia. Tbk 4.98
4.65 4.71
4.57 4.70
3 BBCA Bank Central Asia. Tbk
7.37 7.67
8.05 8.14
8.34 4 BBNI
Bank Negara Indonesia. Tbk 7.23
7.31 7.56
7.14 7.15
5 BBRI Bank Rakyat Indonesi. Tbk
7.98 8.31
8.75 8.69
8.74 6 BCIC
Bank Century. Tbk 4.28
4.32 4.19
4.06 3.91
7 BEKS Bank Pundi Indonesia. Tbk
4.29 3.78
3.83 3.71
3.89 8 BKSW Bank Kesawan. Tbk
5.54 5.95
6.06 6.26
6.51 9 BNGA
Bank CIMB Niaga. Tbk 6.08
6.50 6.84
6.53 6.40
10 BNII Bank Internasional Indonesia. Tbk
5.10 5.25
5.55 5.76
5.85 11 BNLI
Bank Permata. Tbk 6.56
6.65 6.75
6.51 6.45
12 BSWD Bank Swadesi. Tbk 5.39
5.70 6.12
6.29 6.40
13 BVIC Bank Victory Internasional. Tbk
4.36 4.45
4.77 4.78
4.76 14 MAYA Bank Mayapada. Tbk
4.99 5.70
6.53 7.10
7.34 15 MEGA Bank Mega. Tbk
6.93 6.97
7.20 7.44
7.62 16 NISP
Bank NISP. Tbk 6.65
6.70 6.79
6.68 6.75
17 PNBN Bank Pan Indonesia. Tbk
6.03 6.22
6.46 6.45
6.53 18 BBNP
Bank Nusantara Parahyangan. Tbk 6.49
6.49 6.95
7.26 7.19
19 BDMN Bank Danamon Indonesia. Tbk 8.14
8.38 8.63
8.34 8.16
20 INPC Bank Artha Graha International.
Tbk 4.65
3.86 4.28
4.30 4.15
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Universitas Sumatera Utara
Lampiran 18
Data Nilai Residual Tahun 2005 sd 2009 Setelah di Logaritma Natural LN
No Kode
Nama Bank 2005 2006
2007 2008 2009
1 BMRI Bank Mandiri.Tbk
-4.14 2.03
1.97 5.13 -3.91
2 BABP Bank Bumi Putra Indonesia. Tbk
-7.36 2.02
2.12 4.63 -5.35
3 BBCA Bank Central Asia. Tbk
-1.71 0.85
0.74 5.19 -4.84
4 BBNI Bank Negara Indonesia. Tbk
-3.96 1.57
1.35 5.01 -3.56
5 BBRI Bank Rakyat Indonesi. Tbk
-3.46 1.75
1.54 5.58 -4.31
6 BCIC Bank Century. Tbk
-5.19 0.47
1.03 6.26 -5.61
7 BEKS Bank Pundi Indonesia. Tbk
-4.07 0.28
-0.45 4.33 -2.00
8 BKSW Bank Kesawan. Tbk -3.43 -0.49
-0.30 3.90 -6.93
9 BNGA Bank CIMB Niaga. Tbk
-2.89 3.06
3.04 4.95 -4.28
10 BNII Bank Internasional Indonesia. Tbk
-3.41 1.96
1.92 3.80 -2.17
11 BNLI Bank Permata. Tbk
-4.94 -0.86 -0.57
4.79 -4.37 12 BSWD Bank Swadesi. Tbk
-3.28 2.47
2.33 4.56 -4.65
13 BVIC Bank Victory Internasional. Tbk
-5.99 2.60
2.35 5.97 -4.46
14 MAYA Bank Mayapada. Tbk -0.95
3.85 4.37
3.63 -4.38 15 MEGA Bank Mega. Tbk
-6.01 1.49
1.94 4.88 -5.92
16 NISP Bank NISP. Tbk
-5.39 0.11
0.15 4.51 -4.52
17 PNBN Bank Pan Indonesia. Tbk
-4.15 1.64
1.53 4.67 -4.94
18 BBNP Bank Nusantara Parahyangan. Tbk
7.25 2.87
2.85 6.01 -6.14
19 BDMN Bank Danamon Indonesia. Tbk -4.03
1.41 1.53
5.50 -3.53 20 INPC
Bank Artha Graha International. Tbk
-4.42 2.47
2.12 5.75 -4.78
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Descriptive Statistics N
Minimum Maximum
Mean Std. Deviation
ROE_2005 20
.00 5.23
2.3173 1.34079
ROE_2006 20
.00 4.18
2.3017 .83482
ROE_2007 20
1.39 5.09
2.5405 .88210
ROE_2008 20
.00 5.57
2.3885 1.13338
ROE_2009 20
.00 4.67
2.2638 1.00414
ROA_2005 20
.00 6.34
3.9849 1.61401
ROA_2006 20
.00 6.06
4.0256 1.58504
ROA_2007 20
.00 6.67
4.3371 1.37063
ROA_2008 20
.00 6.98
4.0198 1.64519
ROA_2009 20
.00 7.35
4.3012 1.45549
DER_2005 20
.05 3.56
2.0984 .94274
DER_2006 20
1.62 2.95
2.2952 .31380
DER_2007 20
1.32 2.82
2.2525 .32052
DER_2008 20
.00 2.77
2.1505 .60881
DER_2009 20
.00 2.71
2.0863 .58055
EPS_2005 20
.00 6.01
3.3747 1.83011
EPS_2006 20
.00 5.87
3.3599 1.90999
EPS_2007 20
.13 6.05
3.5507 1.82101
EPS_2008 20
.00 6.21
3.3651 1.90079
EPS_2009 20
.00 7.90
3.7609 2.20614
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TA_2005 20
27.55 33.20
30.4178 1.75635
TA_2006 20
27.60 33.22
30.5533 1.75438
TA_2007 20
27.79 33.40
30.6971 1.74792
TA_2008 20
27.94 33.51
30.7871 1.82816
TA_2009 20
27.99 33.61
30.9092 1.82125
BS_2005 20
-14.32 .00
-11.0904 2.87335
BS_2006 20
-7.42 -3.74
-5.7181 1.01172
BS_2007 20
-7.42 -3.74
-5.7181 1.01172
BS_2008 20
-4.25 -1.06
-2.4386 .81152
BS_2009 20
-13.92 -10.78
-12.1904 .85197
HS_2005 20
4.28 8.14
6.0257 1.25103
HS_2006 20
3.78 8.38
6.1309 1.41138
HS_2007 20
3.83 8.75
6.4045 1.47344
HS_2008 20
3.71 8.69
6.3965 1.46628
HS_2009 20
3.89 8.74
6.4487 1.49566
Valid N listwise 20
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Hasil Uji Asumsi Klasik
1. Uji Normalitas Data
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 100
Normal Parameters
a
Mean .0000000
Std. Deviation .70537328
Most Extreme Differences Absolute
.102 Positive
.075 Negative
-.102 Kolmogorov-Smirnov Z
1.017 Asymp. Sig. 2-tailed
.252 a. Test distribution is Normal.
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Lampiran 21
2. Uji Multikolinieritas Data
Variables EnteredRemoved
b
Model Variables
Entered Variables
Removed Method
1 TA, DER, ROE,
EPS, ROA
a
. Enter a. All requested variables entered.
b. Dependent Variable: HS
Coefficients
a
Model Unstandardized
Coefficients Standardized
Coefficients t
Sig. Collinearity Statistics
B Std. Error
Beta Tolerance
VIF 1
Constant -2.454
1.578 -1.556 .123
ROE -.037
.112 -.028
-.334 .739 .394
2.536 ROA
.053 .077
.057 .690 .492
.388 2.574
DER -.079
.143 -.033
-.554 .581 .735
1.360 EPS
.485 .049
.659 9.963 .000
.614 1.629
TA .231
.053 .289
4.365 .000 .614
1.628 a. Dependent Variable: HS
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