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139 LAMPIRAN Lampiran 1: Daftar Sampel No. Kode Saham Nama Perusahaan Sektor Tanggal Pendaftaran 1 AALI Astra Agro Lestari Tbk. Pertanian 09 Desember 1997 2 ABMM ABM Investama Tbk. Perdagangan, Jasa, dan Investasi 06 Desember 2011 3 ADES Akasha Wira International Tbk. Industri Barang Konsumsi 13 Juni 1994 4 ADHI Adhi Karya (Persero) Tbk. Properti, Real estate, dan Konstruksi Bangunan 18 Maret 2004 5 ADRO Adaro Energy Tbk. Pertambangan 16 Juli 2008 6 AKRA AKR Corporindo Tbk. Perdagangan, Jasa, dan Investasi 03 Oktober 1994 7 AMFG Asahimas Flat Glass Tbk. Industri Dasar dan Kimia 08 November 1995 8 APLN Agung Podomoro Land Tbk. Properti, Real estate, dan Konstruksi Bangunan 11 November 2010 9 ARII Atlas Resources Tbk. Pertambangan 08 November 2011 10 ASGR Astra Graphia Tbk. Perdagangan, Jasa, dan Investasi 15 November 1989 11 ASII Astra International Tbk. Aneka Industri 04 April 1990 12 AUTO Astra Otoparts Tbk. Aneka Industri 15 Juni 1998 13 BAJA Saranacentral Bajatama Tbk. Industri Dasar dan Kimia 21 Desember 2011 14 BIPP Bhuwanatala Indah Permai Tbk. Properti, Real estate, dan Konstruksi Bangunan 23 Oktober 1995 15 BISI BISI International Tbk. Pertanian 28 Mei 2007 16 BMSR Bintang Mitra Semestaraya Tbk Perdagangan, Jasa, dan Investasi 29 Desember 1999 17 BSDE Bumi Serpong Damai Tbk. Properti, Real estate, dan Konstruksi Bangunan 06 Juni 2008 18 BUVA Bukit Uluwatu Villa Tbk. Perdagangan, Jasa, dan Investasi 12 Juli 2010 19 CEKA Wilmar Cahaya Indonesia Tbk. Industri Barang Konsumsi 09 Juli 1996 20 CPIN Charoen Pokphand Indonesia Tbk Industri Dasar dan Kimia 18 Maret 1991 21 CSAP Catur Sentosa Adiprana Tbk. Perdagangan, Jasa, dan Investasi 12 Desember 2007

LAMPIRAN Lampiran 1: Daftar Sampel

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1 AALI Astra Agro Lestari Tbk. Pertanian 09 Desember 1997
2 ABMM ABM Investama Tbk. Perdagangan, Jasa, dan
Investasi 06 Desember 2011
3 ADES Akasha Wira
Tbk.
6 AKRA AKR Corporindo Tbk. Perdagangan, Jasa, dan
Investasi 03 Oktober 1994
Kimia 08 November 1995
Tbk.
10 ASGR Astra Graphia Tbk. Perdagangan, Jasa, dan
Investasi 15 November 1989
11 ASII Astra International Tbk. Aneka Industri 04 April 1990
12 AUTO Astra Otoparts Tbk. Aneka Industri 15 Juni 1998
13 BAJA Saranacentral Bajatama
16 BMSR Bintang Mitra
Tbk.
Investasi 12 Juli 2010
Tbk.
Tbk.
Tbk.
24 DLTA Delta Djakarta Tbk. Industri Barang
Konsumsi 12 Februari 1984
Tbk.
Tbk
dan Konstruksi
Tbk.
dan Transportasi
Investasi
Investasi
dan Transportasi
Tbk.
Tbk.
39 INDR Indo-Rama Synthetics
40 INDS Indospring Tbk. Aneka Industri 10 Agustus 1990
41 INDX Tanah Laut Tbk Infrastruktur, Utilitas,
dan Transportasi
45 JAWA Jaya Agra Wattie Tbk. Pertanian 30 Mei 2011
46 JRPT Jaya Real Property Tbk. Properti, Real estate,
dan Konstruksi
Tbk.
Konsumsi
Investasi
Kimia
Tbk
Investasi
Investasi
Investasi
57 MERK Merck Tbk. Industri Barang
Konsumsi
Tbk.
dan Konstruksi
62 MYOR Mayora Indah Tbk. Industri Barang
Konsumsi
Tbk.
(Persero
Tbk
Tbk
dan Transportasi
70 SKBM Sekar Bumi Tbk. Industri Barang
Konsumsi
71 SMSM Selamat Sempurna Tbk. Aneka Industri 09 September 1996
72 SPMA Suparma Tbk. Industri Dasar dan
Kimia
Tbk.
75 STAR Star Petrochem Tbk. Aneka Industri 13 Juli 2011
76 SUPR Solusi Tunas Pratama
Tbk.
dan Transportasi
Konsumsi
Investasi
Konsumsi
Investasi
84 VOKS Voksel Electric Tbk. Aneka Industri 20 Desember 1990
85 WIKA Wijaya Karya (Persero)
Tbk.
Firm
Lestari Tbk. 0,20292 2,74375 1,00933 0,00000 0,35503 0,47337 12.419.820.000.000,00 30,15031 0,79680 0,42857
1 AALI 2013 Astra Agro
Lestari Tbk. 0,12718 2,95535 1,08362 0,00000 0,35503 0,49704
14.963.190.000.000,00 30,33661 0,79680 0,42857
Lestari Tbk. 0,14128 2,41997 0,88376 0,00000 0,27778 0,50000 18.559.354.000.000,00 30,55200 0,79680 0,33333
1 AALI 2015 Astra Agro
Lestari Tbk. 0,03234 1,61643 0,48022 0,00000 0,16529 0,49587 21.512.371.000.000,00 30,69965 0,79680 0,40000
1 AALI 2016 Astra Agro
Lestari Tbk. 0,08727 1,60650 0,47406 0,00000 0,16529 0,49587 24.226.122.000.000,00 30,81845 0,79680 0,40000
2 ABMM 2012
12.217.010.733.660,20 30,13385 0,55000 0,33333
14.786.905.730.061,80 30,32476 0,55000 0,33333
14.090.684.086.781,30 30,27653 0,55000 0,33333
16.413.404.428.197,00 30,42912 0,55000 0,33333
14.419.258.051.513,60 30,29959 0,55000 0,33333
3 ADES 2013
146
3 ADES 2015
3 ADES 2016
4 ADHI 2012 Adhi Karya
(Persero) Tbk. 0,02710 1,25272 0,22531 0,00000 0,00000 0,46281 7.872.073.635.468,00 29,69434 0,51000 0,33333
4 ADHI 2013 Adhi Karya
(Persero) Tbk. 0,04202 1,12052 0,11379 0,00000 0,00000 0,49587 9.720.961.764.422,00 29,90531 0,51000 0,33333
4 ADHI 2014 Adhi Karya
(Persero) Tbk. 0,03171 1,44248 0,36636 0,00000 0,00000 0,48611 10.458.881.684.274,00 29,97847 0,51000 0,33333
4 ADHI 2015 Adhi Karya
(Persero) Tbk. 0,02774 1,14665 0,13685 0,00000 0,00000 0,37500 16.761.063.514.879,00 30,45008 0,51000 0,33333
4 ADHI 2016 Adhi Karya
(Persero) Tbk. 0,01568 1,09772 0,09324 0,00000 0,00000 0,15278 20.095.435.959.279,00 30,63151 0,51000 0,33333
5 ADRO 2012 Adaro Energy
Tbk. 0,05728 1,33521 0,28909 0,00000 0,27778 0,48611 64.973.359.223.301,00 31,80500 0,43910 0,33333
5 ADRO 2013 Adaro Energy
Tbk. 0,03465 0,95291 -0,04823 0,00000 0,15278 0,48611 81.657.939.024.390,20 32,03356 0,43910 0,40000
5 ADRO 2014 Adaro Energy
Tbk. 0,02857 0,90673 -0,09791 0,00000 0,14201 0,49704 80.173.300.000.000,00 32,01521 0,43910 0,40000
5 ADRO 2015 Adaro Energy
Tbk. 0,02534 0,63633 -0,45205 0,00000 0,15278 0,48611 82.758.736.111.111,10 32,04695 0,43910 0,40000
5 ADRO 2016 Adaro Energy
Tbk. 0,05223 1,03467 0,03408 0,00000 0,15278 0,48611 88.138.608.108.108,10 32,10993 0,43910 0,40000
6 AKRA 2012
147
6 AKRA 2014
6 AKRA 2015
6 AKRA 2016
7 AMFG 2012 Asahimas Flat
Glass Tbk. 0,11126 1,36756 0,31303 0,00000 0,49827 0,20761 3.115.421.000.000,00 28,76739 0,43860 0,33333
7 AMFG 2013 Asahimas Flat
Glass Tbk. 0,09560 1,07834 0,07542 0,00000 0,49827 0,20761 3.539.393.000.000,00 28,89498 0,43860 0,33333
7 AMFG 2014 Asahimas Flat
Glass Tbk. 0,11762 1,09940 0,09477 0,00000 0,49827 0,20761 3.946.125.000.000,00 29,00376 0,43860 0,33333
7 AMFG 2015 Asahimas Flat
Glass Tbk. 0,07994 0,87178 -0,13722 0,00000 0,49827 0,20761 4.270.275.000.000,00 29,08270 0,43860 0,33333
7 AMFG 2016 Asahimas Flat
Glass Tbk. 0,04731 0,87439 -0,13423 0,00000 0,49827 0,20761 5.504.890.000.000,00 29,33666 0,43860 0,33333
8 APLN 2012
8 APLN 2013
8 APLN 2014
148
8 APLN 2016
9 ARII 2012
9 ARII 2013
9 ARII 2014
9 ARII 2015
9 ARII 2016
10 ASGR 2012 Astra Graphia
Tbk. 0,13807 1,95799 0,67192 0,00000 0,21875 0,37500 1.239.927.000.000,00 27,84607 0,76870 0,33333
10 ASGR 2013 Astra Graphia
Tbk. 0,14404 2,04478 0,71529 0,00000 0,21875 0,21875 1.451.020.000.000,00 28,00329 0,76870 0,33333
10 ASGR 2014 Astra Graphia
Tbk. 0,15935 2,01273 0,69949 0,24490 0,00000 0,24490 1.633.339.000.000,00 28,12165 0,76870 0,33333
10 ASGR 2015 Astra Graphia
Tbk. 0,14647 1,75569 0,56286 0,21875 0,00000 0,46875 1.810.083.000.000,00 28,22439 0,76870 0,50000
10 ASGR 2016 Astra Graphia
Tbk. 0,14802 1,81021 0,59344 0,21875 0,00000 0,46875 1.723.468.000.000,00 28,17536 0,76870 0,50000
149
11 ASII 2013
11 ASII 2014
11 ASII 2015
11 ASII 2016
12 AUTO 2012 Astra
12 AUTO 2013 Astra
12.484.843.000.000,00 30,15554 0,80000 0,36364
12 AUTO 2014 Astra
14.387.568.000.000,00 30,29739 0,80000 0,30000
12 AUTO 2015 Astra
14.339.110.000.000,00 30,29401 0,80000 0,33333
12 AUTO 2016 Astra
14.612.274.000.000,00 30,31288 0,80000 0,37500
820.451.474.171,00 27,43312 0,24580 0,33333
842.928.433.004,00 27,46015 0,24580 0,33333
13 BAJA 2015
13 BAJA 2016
14 BIPP 2012
14 BIPP 2013
14 BIPP 2014
14 BIPP 2015
14 BIPP 2016
15 BISI 2012
15 BISI 2013
15 BISI 2014
151
2.141.600.000.000,00 28,39257 0,31000 0,33333
2.416.177.000.000,00 28,51321 0,31000 0,33333
670.168.566.886,00 27,23080 0,71010 0,50000
710.885.259.735,00 27,28978 0,71010 0,50000
478.041.471.659,00 26,89296 0,71010 0,50000
530.132.144.270,00 26,99639 0,71010 0,50000
498.511.916.189,00 26,93489 0,71010 0,50000
16.756.718.027.575,00 30,44982 0,25280 0,37500
22.572.159.491.478,00 30,74774 0,25280 0,37500
28.206.859.159.578,00 30,97059 0,26450 0,37500
36.022.148.489.646,00 31,21516 0,26570 0,40000
38.292.205.983.731,00 31,27627 0,26570 0,40000
1.218.538.917.931,00 27,82867 0,37120 0,33333
1.480.720.812.133,00 28,02355 0,37120 0,25000
1.667.431.229.479,00 28,14231 0,37730 0,40000
2.563.343.153.139,00 28,57233 0,35300 0,40000
2.972.885.482.438,00 28,72055 0,31570 0,33333
1.027.692.718.504,00 27,65834 0,87020 0,33333
1.069.627.299.747,00 27,69833 0,87020 0,33333
1.284.150.037.341,00 27,88112 0,87020 0,33333
1.485.826.210.015,00 28,02699 0,87020 0,33333
1.425.964.152.418,00 27,98587 0,87020 0,33333
12.348.627.000.000,00 30,14457 0,55530 0,40000
15.722.197.000.000,00 30,38609 0,55530 0,33333
20.841.795.000.000,00 30,66798 0,55530 0,33333
24.684.915.000.000,00 30,83721 0,55530 0,33333
24.204.994.000.000,00 30,81758 0,55530 0,50000
2.512.217.343.000,00 28,55219 0,28510 0,40000
3.107.895.429.000,00 28,76497 0,28510 0,40000
3.308.566.503.000,00 28,82754 0,31320 0,40000
3.522.572.851.000,00 28,89021 0,31320 0,40000
4.240.820.320.000,00 29,07578 0,35210 0,40000
4.293.161.447.000,00 29,08804 0,44940 0,33333
4.768.449.638.000,00 29,19304 0,44940 0,33333
5.114.273.658.000,00 29,26306 0,44940 0,33333
5.739.863.241.000,00 29,37846 0,44940 0,33333
6.066.257.596.000,00 29,43376 0,44940 0,33333
23 DEWA 2012 Darma
4.266.755.339.805,83 29,08187 0,21610 0,33333
23 DEWA 2013 Darma
4.460.463.768.292,68 29,12627 0,21610 0,25000
23 DEWA 2014 Darma
4.447.665.375.000,00 29,12340 0,21610 0,40000
23 DEWA 2015 Darma
5.180.207.388.888,89 29,27587 0,21610 0,33333
23 DEWA 2016 Darma
5.153.239.270.270,27 29,27065 0,18400 0,33333
24 DLTA 2012 Delta
745.306.835.000,00 27,33706 0,58330 0,40000
867.040.802.000,00 27,48835 0,58330 0,40000
24 DLTA 2014 Delta
997.443.167.000,00 27,62846 0,58330 0,40000
24 DLTA 2015 Delta
1.038.321.916.000,00 27,66863 0,58330 0,40000
24 DLTA 2016 Delta
1.197.796.650.000,00 27,81150 0,58330 0,40000
184.533.123.832,00 25,94109 0,49670 0,33333
256.372.669.050,00 26,26990 0,51180 0,33333
268.891.042.610,00 26,31757 0,51180 0,33333
274.483.110.371,00 26,33816 0,51180 0,33333
296.129.565.784,00 26,41406 0,51180 0,33333
12.162.112.860.000,00 30,12935 0,59900 0,40000
14.982.168.512.500,00 30,33788 0,59900 0,60000
16.283.925.925.000,00 30,42120 0,59900 0,60000
24.764.036.457.142,90 30,84041 0,59900 0,50000
31.892.957.285.714,30 31,09341 0,59900 0,50000
Tbk 0,09304 1,07384 0,07124 0,32000 0,00000 0,39111
6.592.254.980.112,00 29,51692 0,88560 0,33333
Tbk 0,10127 1,29888 0,26150 0,26036 0,00000 0,42604
7.473.596.509.696,00 29,64240 0,88560 0,33333
Tbk 0,08596 1,34155 0,29383 0,26036 0,00000 0,42604
8.130.786.587.766,00 29,72668 0,88560 0,33333
Tbk 0,07443 1,55563 0,44188 0,34568 0,00000 0,49383
9.014.911.216.451,00 29,82990 0,88560 0,50000
Tbk 0,08673 1,34121 0,29357 0,34568 0,00000 0,49383
9.692.217.785.825,00 29,90234 0,88560 0,50000
886.378.756.878,00 27,51041 0,66780 0,33333
938.536.950.089,00 27,56759 0,66780 0,33333
1.179.018.690.672,00 27,79570 0,66780 0,33333
1.196.040.969.781,00 27,81004 0,66780 0,50000
1.363.641.661.657,00 27,94118 0,66780 0,40000
Persada Tbk. 0,01330 0,83208 -0,18383 0,00000 0,00000 0,46875
20.119.911.116.504,90 30,63273 0,17940 0,50000
Persada Tbk. 0,07478 0,72756 -0,31806 0,00000 0,00000 0,46875 28.276.190.658.536,60 30,97304 0,22710 0,50000
29 ENRG 2014 Energi Mega
Persada Tbk. -0,03847 0,86263 -0,14776 0,00000 0,00000 0,46875
24.013.383.262.500,00 30,80963 0,16100 0,50000
Persada Tbk. -0,18958 0,87370 -0,13502 0,00000 0,00000 0,46875
21.068.439.458.333,30 30,67880 0,14630 0,50000
Persada Tbk. -0,41594 1,23858 0,21397 0,00000 0,00000 0,46875
14.351.038.094.594,60 30,29484 0,17590 0,50000
4.951.687.572.380,00 29,23075 0,91750 0,33333
5.528.067.698.030,00 29,34086 0,91750 0,33333
6.196.976.324.389,00 29,45508 0,91750 0,50000
6.747.936.555.246,00 29,54026 0,91750 0,40000
7.087.269.812.003,00 29,58932 0,91800 0,40000
3.887.421.699.847,00 28,98877 0,59970 0,33333
5.001.634.710.690,00 29,24079 0,59970 0,33333
6.121.790.303.175,00 29,44288 0,59970 0,33333
7.800.299.841.485,00 29,68518 0,59970 0,33333
7.424.604.403.847,00 29,63582 0,59970 0,33333
Tbk. 0,07797 1,93722 0,66125 0,26036 0,49704 0,49704
35.455.705.000.000,00 31,19931 0,66550 0,50000
Tbk. 0,02564 1,72197 0,54347 0,26036 0,47337 0,49704
40.277.626.000.000,00 31,32682 0,66480 0,33333
Tbk. -0,01263 1,43175 0,35889 0,16529 0,39669 0,46281
63.630.884.000.000,00 31,78412 0,66480 0,33333
Tbk. -0,00043 1,29033 0,25490 0,29752 0,46281 0,46281
58.844.320.000.000,00 31,70592 0,66430 0,28571
Tbk. 0,00684 1,06339 0,06146 0,37500 0,44444 0,48611
54.896.286.000.000,00 31,63647 0,66360 0,37500
1.781.905.994.000,00 28,20870 0,43840 0,33333
2.028.124.663.000,00 28,33813 0,43840 0,33333
2.162.633.810.000,00 28,40235 0,43840 0,33333
2.310.536.370.000,00 28,46850 0,43840 0,33333
2.577.819.573.000,00 28,57797 0,43840 0,33333
34 FORU 2012 Fortune
257.252.585.937,00 26,27332 0,38820 0,40000
34 FORU 2013 Fortune
263.517.555.441,00 26,29739 0,38820 0,40000
34 FORU 2014 Fortune
261.778.512.991,00 26,29076 0,92750 0,25000
34 FORU 2015 Fortune
283.691.670.334,00 26,37115 0,92750 0,33333
34 FORU 2016 Fortune
257.832.299.900,00 26,27558 0,92750 0,33333
35 FREN 2012 Smartfren
14.339.806.990.815,00 30,29406 0,32810 0,50000
35 FREN 2013 Smartfren
15.866.493.429.557,00 30,39523 0,32810 0,60000
35 FREN 2014 Smartfren
17.743.607.008.364,00 30,50705 0,27190 0,60000
35 FREN 2015 Smartfren
20.705.913.320.829,00 30,66144 0,31410 0,60000
35 FREN 2016 Smartfren
22.807.139.288.268,00 30,75809 0,31140 0,75000
1.163.971.056.842,00 27,78286 0,51370 0,33333
1.191.496.619.152,00 27,80623 0,51370 0,50000
1.357.932.144.522,00 27,93698 0,51370 0,33333
1.183.934.183.257,00 27,79986 0,51370 0,33333
1.257.609.869.910,00 27,86023 0,87320 0,33333
3.440.326.009.433,00 28,86659 0,67000 0,50000
3.993.668.982.181,00 29,01573 0,67000 0,60000
3.945.493.637.500,00 29,00360 0,67000 0,40000
5.280.961.357.142,86 29,29513 0,67000 0,50000
5.395.285.714.285,71 29,31655 0,67000 0,50000
1.445.438.460.910,00 27,99943 0,74280 1,00000
1.874.290.536.024,00 28,25925 0,72480 1,00000
1.670.117.558.120,00 28,14392 0,47600 1,00000
1.985.242.947.170,00 28,31676 0,47600 1,00000
2.218.110.598.064,00 28,42768 0,47600 1,00000
6.642.450.247.530,00 29,52450 0,49000 0,40000
8.957.950.667.265,00 29,82356 0,49000 0,40000
9.701.335.530.120,00 29,90328 0,49000 0,40000
11.102.923.628.320,00 30,03823 0,49000 0,40000
11.374.494.164.460,00 30,06239 0,25000 0,40000
40 INDS 2012 Indospring
1.664.779.358.215,00 28,14071 0,75650 0,33333
40 INDS 2013 Indospring
2.196.518.364.473,00 28,41789 0,88110 0,33333
40 INDS 2014 Indospring
2.282.666.078.493,00 28,45637 0,88110 0,33333
40 INDS 2015 Indospring
2.553.928.346.219,00 28,56865 0,88110 0,33333
40 INDS 2016 Indospring
2.477.272.502.538,00 28,53818 0,88110 0,33333
Tbk 0,09865 1,00120 0,00120 0,00000 0,50000 0,50000
150.509.404.105,00 25,73729 0,81070 0,50000
Tbk 0,10918 0,73108 -0,31323 0,00000 0,50000 0,50000
147.417.713.509,00 25,71654 0,61260 0,50000
Tbk 0,26126 1,26199 0,23269 0,00000 0,50000 0,50000
183.172.852.929,00 25,93370 0,61260 0,50000
Tbk 0,01014 0,32569 -1,12181 0,00000 0,50000 0,50000
181.024.951.673,00 25,92190 0,56280 0,50000
Tbk -0,11010 0,24570 -1,40364 0,00000 0,50000 0,50000
162.412.706.550,00 25,81341 0,56280 0,50000
22.755.160.000.000,00 30,75581 0,51000 0,42857
26.607.241.000.000,00 30,91220 0,51000 0,42857
28.884.635.000.000,00 30,99433 0,51000 0,42857
27.638.360.000.000,00 30,95023 0,51000 0,42857
30.150.580.000.000,00 31,03723 0,51000 0,42857
2.734.945.493.230,00 28,63713 0,41030 0,33333
3.382.550.448.294,00 28,84965 0,41010 0,33333
3.550.444.332.920,00 28,89809 0,41010 0,33333
43 IPOL 2016
3.800.969.212.144,00 28,96628 0,29540 0,33333
14.420.136.080.000,00 30,29965 0,65000 0,33333
16.171.828.884.000,00 30,41429 0,65000 0,33333
16.302.545.360.000,00 30,42234 0,65060 0,33333
16.255.517.585.000,00 30,41945 0,65140 0,40000
16.254.765.312.000,00 30,41941 0,65140 0,40000
Wattie Tbk. 0,06861 1,08082 0,07772 0,37500 0,00000 0,50000
2.240.678.942.227,00 28,43780 0,51000 0,33333
Wattie Tbk. 0,02634 1,06018 0,05843 0,34568 0,00000 0,49383
2.659.037.365.483,00 28,60899 0,70510 0,33333
Wattie Tbk. 0,01701 1,03779 0,03710 0,34568 0,00000 0,49383
3.062.096.151.425,00 28,75012 0,70510 0,33333
Wattie Tbk. -0,00348 0,86357 -0,14668 0,34568 0,00000 0,49383
3.368.151.762.269,00 28,84539 0,70510 0,33333
Wattie Tbk. -0,06841 0,82652 -0,19053 0,34568 0,00000 0,49383
3.291.116.891.878,00 28,82225 0,70510 0,33333
Property Tbk. 0,08561 2,26115 0,81587 0,18000 0,00000 0,48000
4.998.260.900.000,00 29,24011 0,66240 0,40000
Property Tbk. 0,08863 2,34936 0,85414 0,18000 0,00000 0,42000
6.163.177.866.000,00 29,44961 0,66290 0,40000
Property Tbk. 0,10886 2,65928 0,97806 0,18000 0,00000 0,42000
6.684.613.561.000,00 29,53083 0,66410 0,40000
Property Tbk. 0,11478 1,80532 0,59074 0,18000 0,00000 0,42000
7.578.101.438.000,00 29,65628 0,65020 0,40000
Property Tbk. 0,11997 1,83976 0,60963 0,16529 0,00000 0,46281
8.484.436.652.000,00 29,76925 0,64920 0,40000
1.003.760.582.360,00 27,63477 0,31670 0,40000
1.293.102.999.678,00 27,88807 0,32370 0,40000
1.321.501.013.400,00 27,90979 0,32370 0,40000
1.359.381.027.125,00 27,93805 0,32540 0,40000
1.326.250.765.000,00 27,91338 0,32540 0,40000
Tbk. 0,18848 5,93262 1,78047 0,16529 0,00000 0,49587
9.417.957.180.958,00 29,87364 0,10170 0,33333
Tbk. 0,17414 5,42719 1,69142 0,16529 0,00000 0,49587
11.315.061.275.026,00 30,05716 0,10170 0,33333
Tbk. 0,17064 7,11108 1,96165 0,29752 0,00000 0,49587
12.439.267.396.015,00 30,15188 0,10170 0,50000
Tbk. 0,15024 4,71899 1,55160 0,27778 0,00000 0,50000
13.696.417.381.439,00 30,24816 0,10170 0,42857
Tbk. 0,15440 4,84552 1,57806 0,27778 0,00000 0,50000
15.226.009.210.657,00 30,35403 0,10170 0,42857
Tbk. 0,05351 2,13772 0,75974 0,21875 0,00000 0,46875
2.728.806.704.532,00 28,63489 0,20080 0,33333
Tbk. 0,04060 1,05964 0,05793 0,18000 0,00000 0,50000
7.361.429.209.148,00 29,62728 0,31780 0,33333
Tbk. 0,04215 1,03330 0,03276 0,19753 0,00000 0,49383
9.965.854.377.307,00 29,93019 0,20510 0,33333
Tbk. 0,02154 1,07551 0,07280 0,44444 0,00000 0,50000
11.127.313.993.463,00 30,04042 0,19050 0,40000
Tbk. 0,12720 0,93452 -0,06772 0,39669 0,00000 0,46281
14.157.428.109.357,00 30,28126 0,19050 0,40000
Works Tbk. 0,19694 1,39017 0,32943 0,00000 0,48980 0,40816
433.497.042.140,00 26,79515 0,28850 0,33333
Works Tbk. 0,12989 1,41801 0,34926 0,00000 0,48980 0,40816
498.567.897.161,00 26,93501 0,28850 0,33333
Works Tbk. 0,08050 1,09554 0,09124 0,00000 0,48980 0,40816
605.165.911.239,00 27,12877 0,28850 0,33333
Works Tbk. 0,07198 1,14323 0,13385 0,00000 0,48980 0,40816
639.330.150.373,00 27,18369 0,28850 0,33333
Works Tbk. 0,06174 1,11018 0,10452 0,00000 0,48980 0,40816
685.812.995.987,00 27,25387 0,28850 0,33333
271.859.014.726,00 26,32855 0,45380 0,33333
346.263.716.192,00 26,57047 0,45380 0,50000
455.369.989.399,00 26,84438 0,45380 0,50000
552.476.982.324,00 27,03768 0,45380 0,50000
478.773.464.964,00 26,89449 0,45380 0,50000
Tbk 0,18360 0,25589 -1,36302 0,00000 0,00000 0,40816
1.590.431.000.000,00 28,09503 0,20050 0,66667
Tbk 0,14942 0,34392 -1,06735 0,00000 0,00000 0,44444
1.870.675.000.000,00 28,25732 0,20050 0,33333
Tbk 0,21150 0,32190 -1,13352 0,00000 0,00000 0,44444
2.492.165.000.000,00 28,54417 0,20050 0,33333
Tbk -0,12569 0,22683 -1,48358 0,00000 0,00000 0,44444
2.443.150.000.000,00 28,52431 0,20050 0,33333
Tbk -0,10107 0,28459 -1,25669 0,00000 0,00000 0,44444
2.107.765.000.000,00 28,37665 0,20050 0,33333
Tbk. 0,02687 0,86279 -0,14758 0,16529 0,00000 0,49587
4.054.774.000.000,00 29,03092 0,63030 0,40000
Tbk. 0,02813 0,81717 -0,20191 0,18000 0,00000 0,48000
4.532.035.000.000,00 29,14219 0,55030 0,50000
Tbk. 0,04345 1,27235 0,24086 0,18000 0,00000 0,48000
4.674.927.000.000,00 29,17323 0,56050 0,50000
Tbk. 0,00631 0,84432 -0,16922 0,16529 0,00000 0,49587
5.393.330.000.000,00 29,31618 0,56050 0,40000
Tbk. 0,02038 0,79976 -0,22344 0,33673 0,13265 0,45918
5.658.360.000.000,00 29,36416 0,54050 0,62500
5.990.586.903.000,00 29,42121 0,56000 0,40000
7.808.299.570.000,00 29,68621 0,56000 0,40000
8.700.807.837.000,00 29,79444 0,56000 0,40000
9.482.934.568.000,00 29,88051 0,56000 0,40000
10.683.437.788.000,00 29,99972 0,56000 0,40000
1.734.346.315.702,00 28,18165 0,29940 0,66667
1.887.308.404.711,00 28,26617 0,28220 0,66667
2.383.372.323.714,00 28,49954 0,27110 0,66667
2.489.342.618.781,00 28,54304 0,23760 0,66667
1.982.423.166.407,00 28,31534 0,26640 0,33333
25.784.861.203.883,50 30,88081 0,57420 0,33333
30.874.139.878.048,80 31,06094 0,50700 0,33333
33.347.034.125.000,00 31,13799 0,50700 0,33333
40.414.011.500.000,00 31,33020 0,51260 0,33333
48.609.873.013.513,50 31,51485 0,36440 0,40000
57 MERK 2012 Merck Tbk. 0,18933 6,24745 1,83217 0,32000 0,48000 0,32000
569.430.951.000,00 27,06790 0,73992 0,33333
57 MERK 2013 Merck Tbk. 0,25173 6,33955 1,84681 0,32000 0,48000 0,32000
696.946.318.000,00 27,26997 0,73992 0,33333
57 MERK 2014 Merck Tbk. 0,25616 5,27499 1,66298 0,37500 0,50000 0,50000
711.055.830.000,00 27,29002 0,73990 0,33333
57 MERK 2015 Merck Tbk. 0,22216 4,99232 1,60790 0,21875 0,50000 0,46875
641.646.818.000,00 27,18730 0,73990 0,33333
57 MERK 2016 Merck Tbk. 0,20680 5,75704 1,75042 0,21875 0,50000 0,46875
743.934.894.000,00 27,33522 0,73990 0,33333
1.732.407.000.000,00 28,18053 0,41820 0,66667
2.108.897.000.000,00 28,37719 0,56720 0,66667
2.575.859.000.000,00 28,57720 0,86720 0,50000
3.232.642.000.000,00 28,80432 0,86720 0,50000
4.261.283.000.000,00 29,08059 0,86720 0,50000
59 MKPI 2012 Metropolitan
2.553.203.639.852,00 28,56837 0,47440 0,28571
59 MKPI 2013 Metropolitan
2.838.815.438.871,00 28,67441 0,47440 0,31818
59 MKPI 2014 Metropolitan
4.316.214.269.222,00 29,09340 0,47440 0,31818
59 MKPI 2015 Metropolitan
5.709.371.372.467,00 29,37313 0,47440 0,31818
59 MKPI 2016 Metropolitan
6.612.200.867.199,00 29,51994 0,47440 0,27778
60 MTLA 2012 Metropolitan
2.015.753.149.000,00 28,33201 0,37500 0,33333
60 MTLA 2013 Metropolitan
2.834.484.171.000,00 28,67288 0,37500 0,33333
60 MTLA 2014 Metropolitan
3.250.877.510.000,00 28,80995 0,37500 0,33333
60 MTLA 2015 Metropolitan
3.620.742.578.000,00 28,91770 0,37500 0,40000
60 MTLA 2016 Metropolitan
3.932.529.273.000,00 29,00030 0,37500 0,33333
1.292.581.025.000,00 27,88766 0,55090 0,33333
1.815.818.263.000,00 28,22756 0,59110 0,33333
2.031.097.086.800,00 28,33960 0,59110 0,33333
2.224.205.220.655,00 28,43042 0,59110 0,33333
1.978.508.264.232,00 28,31336 0,63570 0,33333
Tbk. 0,08966 2,47712 0,90710 0,00000 0,00000 0,18000
8.302.506.241.903,00 29,74758 0,32930 0,40000
Tbk. 0,10438 2,99369 1,09651 0,00000 0,00000 0,18000
9.710.223.454.000,00 29,90420 0,32930 0,40000
Tbk. 0,03978 2,41919 0,88343 0,00000 0,00000 0,18000
10.297.997.020.540,00 29,96297 0,32930 0,40000
Tbk. 0,11022 2,94690 1,08075 0,00000 0,00000 0,18000
11.342.715.686.221,00 30,05960 0,32930 0,40000
Tbk. 0,10746 3,36138 1,21235 0,00000 0,00000 0,18000
12.922.421.859.142,00 30,18999 0,32930 0,40000
1.073.941.747.572,82 27,70236 0,35000 0,33333
1.517.317.073.170,73 28,04796 0,35000 0,33333
1.524.245.862.500,00 28,05252 0,35000 0,33333
1.557.815.945.205,48 28,07431 0,35000 0,33333
1.595.570.560.000,00 28,09825 0,35000 0,33333
37.791.929.624.730,00 31,26312 0,56970 0,33333
52.632.230.447.682,00 31,59435 0,56970 0,33333
70.778.225.596.560,00 31,89057 0,56970 0,33333
89.598.832.090.495,00 32,12636 0,56970 0,33333
91.823.679.278.048,00 32,15089 0,56970 0,33333
Canindo Tbk 0,01873 0,91367 -0,09029 0,32000 0,00000 0,32000
594.616.098.268,00 27,11118 0,76200 0,33333
Canindo Tbk 0,02485 0,79572 -0,22850 0,37500 0,00000 0,37500
621.400.236.614,00 27,15524 0,76200 0,50000
Canindo Tbk 0,02589 0,77724 -0,25200 0,32000 0,00000 0,32000
626.626.507.164,00 27,16362 0,76160 0,33333
Canindo Tbk 0,02472 0,71221 -0,33938 0,32000 0,00000 0,32000
605.788.310.444,00 27,12980 0,76160 0,33333
Canindo Tbk 0,02154 0,78129 -0,24681 0,32000 0,00000 0,32000
638.566.761.452,00 27,18249 0,76160 0,33333
396.379.847.000,00 26,70564 0,31090 0,33333
361.548.802.000,00 26,61366 0,31990 0,33333
303.836.837.000,00 26,43976 0,39990 0,33333
170.598.564.000,00 25,86258 0,39990 0,33333
157.702.767.000,00 25,78398 0,39990 0,33333
1.204.944.681.223,00 27,81745 0,31504 0,33333
1.822.689.047.108,00 28,23133 0,31504 0,33333
2.142.894.276.216,00 28,39318 0,31504 0,33333
2.706.323.637.034,00 28,62661 0,31504 0,33333
2.919.640.858.718,00 28,70248 0,31504 0,33333
68 SDMU 2012 Sidomulyo
277.672.117.951,00 26,34971 0,55680 0,33333
68 SDMU 2013 Sidomulyo
370.378.402.033,00 26,63779 0,52240 0,33333
405.330.859.653,00 26,72797 0,50870 0,33333
68 SDMU 2015 Sidomulyo
403.984.087.058,00 26,72464 0,51410 0,33333
68 SDMU 2016 Sidomulyo
436.204.840.797,00 26,80138 0,50170 0,33333
69 SGRO 2012 Sampoerna
4.137.700.386.000,00 29,05116 0,67050 0,50000
69 SGRO 2013 Sampoerna
4.512.655.525.000,00 29,13791 0,67050 0,50000
69 SGRO 2014 Sampoerna
5.468.888.411.000,00 29,33010 0,67050 0,50000
69 SGRO 2015 Sampoerna
7.294.672.621.000,00 29,61817 0,68530 0,50000
69 SGRO 2016 Sampoerna
8.328.480.337.000,00 29,75070 0,69680 0,33333
Tbk. 0,04396 1,70723 0,53487 0,34568 0,00000 0,19753
288.961.557.631,00 26,38956 0,19450 0,33333
Tbk. 0,11708 1,43088 0,35829 0,34568 0,00000 0,19753
497.652.557.672,00 26,93317 0,19130 0,33333
Tbk. 0,13797 1,92012 0,65239 0,34568 0,00000 0,19753
652.976.510.619,00 27,20481 0,17680 0,33333
Tbk. 0,05252 1,70758 0,53508 0,34568 0,00000 0,19753
764.484.248.710,00 27,36247 0,17680 0,33333
Tbk. 0,02251 1,23061 0,20751 0,39669 0,16529 0,39669
1.001.657.012.004,00 27,63268 0,17680 0,33333
1.556.214.342.213,00 28,07328 0,58130 0,33333
1.712.710.000.000,00 28,16910 0,58130 0,33333
1.757.634.000.000,00 28,19499 0,58130 0,33333
2.220.108.000.000,00 28,42858 0,58130 0,33333
2.254.740.000.000,00 28,44406 0,58130 0,33333
72 SPMA 2012 Suparma Tbk. 0,02397 0,79163 -0,23366 0,19753 0,00000 0,00000
1.664.353.264.549,00 28,14046 0,29700 0,60000
72 SPMA 2013 Suparma Tbk. -0,01350 0,74976 -0,28801 0,19753 0,00000 0,00000
1.767.105.818.949,00 28,20036 0,44600 0,60000
72 SPMA 2014 Suparma Tbk. 0,02340 0,76011 -0,27430 0,19753 0,00000 0,00000
2.091.957.078.669,00 28,36912 0,44600 0,80000
72 SPMA 2015 Suparma Tbk. -0,01949 0,72592 -0,32032 0,19753 0,00000 0,00000
2.185.464.365.772,00 28,41285 0,44620 0,80000
72 SPMA 2016 Suparma Tbk. 0,03755 0,69015 -0,37085 0,19753 0,00000 0,00000
2.158.852.415.950,00 28,40060 0,31480 0,80000
1.236.394.210.907,00 27,84322 0,79680 0,50000
2.052.080.874.902,00 28,34988 0,53790 0,40000
1.857.958.845.605,00 28,25050 0,53790 0,40000
1.671.945.400.584,00 28,14501 0,53790 0,40000
2.303.567.501.432,00 28,46548 0,65940 0,40000
4.854.633.414.808,00 29,21095 0,09150 0,40000
5.814.435.113.331,00 29,39136 0,09030 0,40000
5.993.292.754.155,00 29,42166 0,09660 0,33333
6.463.923.464.990,00 29,49726 0,09620 0,20000
7.195.448.327.618,00 29,60447 0,09070 0,33333
751.720.620.157,00 27,34563 0,57750 0,50000
749.402.740.231,00 27,34254 0,57750 0,50000
775.917.827.931,00 27,37731 0,54420 0,50000
729.020.553.284,00 27,31497 0,48190 0,50000
690.187.353.961,00 27,26023 0,48190 0,50000
Pratama Tbk. 0,04526 1,50346 0,40777 0,34568 0,00000 0,44444
3.881.997.389.399,00 28,98737 0,57866 0,40000
Pratama Tbk. 0,03131 1,66252 0,50834 0,32000 0,00000 0,48000
6.310.872.548.093,00 29,47330 0,53546 0,40000
Pratama Tbk. -0,02947 1,32990 0,28510 0,32000 0,00000 0,48000
12.894.700.000.000,00 30,18784 0,53541 0,40000
Pratama Tbk. 0,00996 1,34509 0,29646 0,34568 0,00000 0,49383
13.738.747.000.000,00 30,25124 0,43196 0,40000
Pratama Tbk. 0,01691 1,23358 0,20992 0,34568 0,00000 0,49383
14.019.294.000.000,00 30,27146 0,43196 0,40000
14.317.483.000.000,00 30,29250 0,23850 0,60000
18.719.211.000.000,00 30,56057 0,30250 0,60000
21.629.034.000.000,00 30,70506 0,30080 0,60000
22.799.671.000.000,00 30,75777 0,27520 0,60000
23.620.268.000.000,00 30,79313 0,29130 0,50000
78 TINS 2012 Timah Tbk. 0,07040 1,52080 0,41923 0,00000 0,00000 0,44444
6.130.320.000.000,00 29,44427 0,65000 0,50000
78 TINS 2013 Timah Tbk. 0,07042 1,33964 0,29240 0,00000 0,00000 0,44444
8.244.019.000.000,00 29,74051 0,65000 0,50000
78 TINS 2014 Timah Tbk. 0,06837 1,47349 0,38763 0,00000 0,00000 0,46281
9.843.818.000.000,00 29,91786 0,65000 0,40000
78 TINS 2015 Timah Tbk. 0,01094 0,82651 -0,19055 0,00000 0,00000 0,44444
9.279.683.000.000,00 29,85885 0,65000 0,50000
78 TINS 2016 Timah Tbk. 0,02639 1,24639 0,22025 0,00000 0,00000 0,42000
9.548.631.000.000,00 29,88742 0,65000 0,50000
Minera Tbk. -0,09138 4,04381 1,39719 0,37500 0,00000 0,37500
3.247.499.690.522,24 28,80891 0,27760 0,50000
Minera Tbk. 0,01210 4,53909 1,51273 0,37500 0,00000 0,37500
3.893.255.804.878,05 28,99027 0,21760 0,50000
Minera Tbk. -0,11847 1,20954 0,19024 0,37500 0,00000 0,37500
3.552.465.074.626,87 28,89866 0,20700 0,50000
Minera Tbk. -0,37166 1,03107 0,03060 0,37500 0,00000 0,37500
2.833.678.648.275,86 28,67260 0,20700 0,50000
Minera Tbk. -0,12244 1,57469 0,45406 0,32000 0,00000 0,48000
2.174.465.927.419,35 28,40780 0,19570 0,33333
Pacific Tbk. 0,13710 3,89432 1,35952 0,42969 0,00000 0,37500
4.632.984.970.719,00 29,16422 0,77290 0,50000
Pacific Tbk. 0,11807 2,99004 1,09529 0,45675 0,00000 0,41522
5.407.957.915.805,00 29,31889 0,77340 0,60000
Pacific Tbk. 0,10443 2,57060 0,94414 0,48000 0,00000 0,48000
5.609.556.653.195,00 29,35549 0,77520 0,75000
Pacific Tbk. 0,08421 1,56293 0,44656 0,48000 0,00000 0,48000
6.284.729.099.203,00 29,46914 0,78160 0,50000
Pacific Tbk. 0,08283 1,64225 0,49607 0,49219 0,00000 0,42969
6.585.807.349.438,00 29,51594 0,78420 0,50000
81 UNTR 2012 United
50.300.633.000.000,00 31,54904 0,59500 0,50000
81 UNTR 2013 United
57.362.244.000.000,00 31,68041 0,59500 0,42857
81 UNTR 2014 United
60.306.777.000.000,00 31,73047 0,59500 0,42857
81 UNTR 2015 United
61.715.399.000.000,00 31,75355 0,59500 0,33333
81 UNTR 2016 United
63.991.229.000.000,00 31,78977 0,59500 0,33333
11.984.979.000.000,00 30,11468 0,85000 0,80000
12.703.468.000.000,00 30,17290 0,85000 0,80000
14.280.670.000.000,00 30,28993 0,85000 0,80000
15.729.945.000.000,00 30,38659 0,85000 0,80000
16.745.695.000.000,00 30,44916 0,85000 0,80000
Asia Tbk. 0,02436 3,33422 1,20424 0,00000 0,14201 0,26036
2.993.376.435.000,00 28,72742 0,67510 0,50000
Asia Tbk. 0,03289 1,59944 0,46966 0,00000 0,15278 0,27778
3.216.308.025.000,00 28,79926 0,55680 0,50000
Asia Tbk. 0,02815 1,84832 0,61427 0,00000 0,00000 0,26036
6.161.588.190.000,00 29,44936 0,53380 0,50000
Asia Tbk. -0,07771 1,31565 0,27433 0,00000 0,15278 0,27778
6.206.137.121.000,00 29,45656 0,53380 0,40000
Asia Tbk. 0,06977 1,33337 0,28771 0,00000 0,15278 0,27778
6.836.551.167.000,00 29,55330 0,53690 0,40000
84 VOKS 2012 Voksel
1.698.078.355.471,00 28,16052 0,27690 0,40000
84 VOKS 2013 Voksel
1.955.830.321.070,00 28,30184 0,32500 0,40000
84 VOKS 2014 Voksel
1.557.960.734.712,00 28,07440 0,32500 0,40000
84 VOKS 2015 Voksel
1.536.244.634.556,00 28,06036 0,20450 0,40000
84 VOKS 2016 Voksel
1.668.210.094.478,00 28,14277 0,30080 0,28571
(Persero) Tbk. 0,04748 1,56276 0,44645 0,00000 0,00000 0,37500
11.020.768.204.000,00 30,03080 0,65510 0,33333
(Persero) Tbk. 0,04957 1,51403 0,41478 0,00000 0,00000 0,15278
12.594.962.700.000,00 30,16432 0,65150 0,33333
(Persero) Tbk. 0,04675 2,11586 0,74946 0,00000 0,00000 0,16529
15.909.219.757.000,00 30,39792 0,65050 0,40000
(Persero) Tbk. 0,03586 1,55074 0,43873 0,24490 0,00000 0,33673
19.602.406.034.000,00 30,60667 0,65050 0,42857
(Persero) Tbk. 0,03689 1,27882 0,24594 0,27778 0,00000 0,27778
31.096.539.490.000,00 31,06812 0,65050 0,33333
3.277.838.869.387,79 28,81821 0,53240 0,33333
5.828.942.053.363,56 29,39386 0,53190 0,33333
6.235.965.466.623,54 29,46135 0,48760 0,33333
6.147.308.925.369,02 29,44704 0,48680 0,33333
5.392.351.270.372,31 29,31600 0,36770 0,33333
349.438.243.276,00 26,57959 0,89469 0,33333
613.878.797.683,00 27,14306 0,89469 0,33333
320.882.480.510,00 26,49434 0,89469 0,33333
279.189.768.587,00 26,35516 0,89469 0,33333
280.257.664.992,00 26,35898 0,89469 0,33333
Lampiran 4: Hasil Uji Chow dan Hausman Persamaan 1
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 345) = 5,38675 with p-value 1,14464e-029 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 3,75021 with p-value = prob(chi-square(3) > 3,75021) = 0,289731 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 5: Hasil Uji Chow dan Hausman Persamaan 2
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,58939 with p-value 5,05539e-031 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 0,241994 with p-value = prob(chi-square(2) > 0,241994) = 0,886037 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 6: Hasil Uji Chow dan Hausman Persamaan 3
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,47206 with p-value 2,92024e-030 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 9,19193 with p-value = prob(chi-square(2) > 9,19193) = 0,0100925 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 7: Hasil Uji Chow dan Hausman Persamaan 4
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,7001 with p-value 9,7837e-032 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.)
182
Lampiran 7: Hasil Uji Chow dan Hausman Persamaan 4 (Sambungan)
Hausman test statistic: H = 7,90242 with p-value = prob(chi-square(2) > 7,90242) = 0,0192314 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 8: Hasil Uji Chow dan Hausman Persamaan 5
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,26443 with p-value 6,72774e-029 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 0,470585 with p-value = prob(chi-square(2) > 0,470585) = 0,79034 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 9: Hasil Uji Chow dan Hausman Persamaan 6
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,18566 with p-value 2,23695e-028 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 9,04555 with p-value = prob(chi-square(2) > 9,04555) = 0,0108588 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 10: Hasil Uji Chow dan Hausman Persamaan 7
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,37753 with p-value 1,21172e-029 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 7,54892 with p-value = prob(chi-square(2) > 7,54892) = 0,0229495 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
183
Lampiran 11: Hasil Uji Chow dan Hausman Persamaan 8
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,67092 with p-value 1,50654e-031 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 3,35855 with p-value = prob(chi-square(2) > 3,35855) = 0,186509 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 12: Hasil Uji Chow dan Hausman Persamaan 9
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,57217 with p-value 6,53394e-031 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 11,5056 with p-value = prob(chi-square(2) > 11,5056) = 0,00317385 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 13: Hasil Uji Chow dan Hausman Persamaan 10
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 5,76075 with p-value 3,99954e-032 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 11,485 with p-value = prob(chi-square(2) > 11,485) = 0,00320668 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 14: Hasil Uji Chow dan Hausman Persamaan 11
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 342) = 5,13037 with p-value 7,07822e-028 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in fav
184
Lampiran 14: Hasil Uji Chow dan Hausman Persamaan 11 (Sambungan)
Hausman test statistic: H = 18,8178 with p-value = prob(chi-square(6) > 18,8178) = 0,00448263 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 15: Hasil Uji Chow dan Hausman Persamaan 12
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 345) = 21,4869 with p-value 1,7819e-097 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 1,19883 with p-value = prob(chi-square(3) > 1,19883) = 0,753284 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 16: Hasil Uji Chow dan Hausman Persamaan 13
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 27,4375 with p-value 8,89416e-113 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 70,4616 with p-value = prob(chi-square(2) > 70,4616) = 5,00555e-016 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 17: Hasil Uji Chow dan Hausman Persamaan 14
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 21,2016 with p-value 7,55005e-097 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 0,710586 with p-value = prob(chi-square(2) > 0,710586) = 0,700968 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
185
Lampiran 18: Hasil Uji Chow dan Hausman Persamaan 15
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 20,8184 with p-value 9,43971e-096 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 2,54942 with p-value = prob(chi-square(2) > 2,54942) = 0,279512 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 19: Hasil Uji Chow dan Hausman Persamaan 16
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 26,8749 with p-value 1,80474e-111 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 64,3642 with p-value = prob(chi-square(2) > 64,3642) = 1,05558e-014 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 20: Hasil Uji Chow dan Hausman Persamaan 17
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 20,9629 with p-value 3,62668e-096 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 0,67781 with p-value = prob(chi-square(2) > 0,67781) = 0,71255 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 21: Hasil Uji Chow dan Hausman Persamaan 18
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 20,476 with p-value 9,30857e-095 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.)
186
Lampiran 21: Hasil Uji Chow dan Hausman Persamaan 18 (Sambungan)
Hausman test statistic: H = 2,86166 with p-value = prob(chi-square(2) > 2,86166) = 0,23911 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 22: Hasil Uji Chow dan Hausman Persamaan 19
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 27,1524 with p-value 4,06146e-112 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 67,2706 with p-value = prob(chi-square(2) > 67,2706) = 2,46813e-015 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 23: Hasil Uji Chow dan Hausman Persamaan 20
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 21,2212 with p-value 6,64385e-097 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 1,92451 with p-value = prob(chi-square(2) > 1,92451) = 0,38203 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 24: Hasil Uji Chow dan Hausman Persamaan 21
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 346) = 20,8218 with p-value 9,22835e-096 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 3,83104 with p-value = prob(chi-square(2) > 3,83104) = 0,147265 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
187
Lampiran 25: Hasil Uji Chow dan Hausman Persamaan 22
Diagnostics: using n = 87 cross-sectional units Joint significance of differing group means: F(86, 342) = 25,6109 with p-value 1,2746e-107 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Hausman test statistic: H = 77,6288 with p-value = prob(chi-square(6) > 77,6288) = 1,10267e-014 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)
Lampiran 26: Hasil Uji Multikolinearitas Menggunakan Koefisien Korelasi
Correlation coefficients, using the observations 1:1 - 87:5
5% critical value (two-tailed) = 0,0940 for n = 435
WBR FBR ER FirmSize Large BI
1,0000 -0,2378 -0,1101 -0,1264 0,1957 -0,0466 WBR
1,0000 0,1898 0,0926 0,0237 -0,0654 FBR
1,0000 0,2433 0,0354 0,0375 ER
1,0000 -0,0443 0,0576 FirmSize
Lampiran 27: Hasil Uji Multikolinearitas Menggunakan VIF
Variance Inflation Factors Minimum possible value = 1.0 Values > 10.0 may indicate a collinearity problem WBR 1,127 FBR 1,106 ER 1,102 FirmSize 1,079 Large 1,053 BI 1,017
Lampiran 28: Hasil Uji Heterokedastisitas Persamaan 3
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 4,6245e+007, with p-value = 0
188
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 1,23508e+010, with p-value = 0
Lampiran 30: Hasil Uji Heterokedastisitas Persamaan 6
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 1,14084e+007, with p-value = 0
Lampiran 31: Hasil Uji Heterokedastisitas Persamaan 7
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 1,23273e+010, with p-value = 0
Lampiran 32: Hasil Uji Heterokedastisitas Persamaan 9
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 1,41052e+006, with p-value = 0
Lampiran 33: Hasil Uji Heterokedastisitas Persamaan 10
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 233125, with p-value = 0
Lampiran 34: Hasil Uji Heterokedastisitas Persamaan 11
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 102273, with p-value = 0
Lampiran 35: Hasil Uji Heterokedastisitas Persamaan 13
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 107792, with p-value = 0
Lampiran 36: Hasil Uji Heterokedastisitas Persamaan 16
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 74185,7, with p-value = 0
189
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 44191,7, with p-value = 0
Lampiran 38: Hasil Uji Heterokedastisitas Persamaan 22
Distribution free Wald test for heteroskedasticity: Chi-square(87) = 36199,2, with p-value = 0
Lampiran 39: Hasil Regresi Data Panel Persamaan 1
Model 4: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 5,155446 S.E. of regression 0,109242
Lampiran 40: Hasil Regresi Data Panel Persamaan 2
Model 6: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 5,282044 S.E. of regression 0,110448
190
Model 8: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,187793 S.E. of regression 0,079518
LSDV R-squared 0,589833 Within R-squared 0,010482
LSDV F(88, 346) 5,654067 P-value(F) 8,27e-32
Lampiran 42: Hasil Regresi Data Panel Persamaan 4
Model 11: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,180733 S.E. of regression 0,079390
LSDV R-squared 0,591156 Within R-squared 0,013676
LSDV F(88, 346) 5,685101 P-value(F) 5,20e-32
Lampiran 43: Hasil Regresi Data Panel Persamaan 5
Model 15: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
191
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 5,099722 S.E. of regression 0,108525
Lampiran 44: Hasil Regresi Data Panel Persamaan 6
Model 17: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,184114 S.E. of regression 0,079451
LSDV R-squared 0,590522 Within R-squared 0,012146
LSDV F(88, 346) 5,670214 P-value(F) 6,49e-32
Lampiran 45: Hasil Regresi Data Panel Persamaan 7
Model 21: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,178660 S.E. of regression 0,079352
LSDV R-squared 0,591545 Within R-squared 0,014613
LSDV F(88, 346) 5,694253 P-value(F) 4,53e-32
192
Model 24: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 5,314044 S.E. of regression 0,110782
Lampiran 47: Hasil Regresi Data Panel Persamaan 9
Model 26: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,172573 S.E. of regression 0,079241
LSDV R-squared 0,592686 Within R-squared 0,017366
LSDV F(88, 346) 5,721222 P-value(F) 3,03e-32
Lampiran 48: Hasil Regresi Data Panel Persamaan 10
Model 29: Fixed-effects, using 435 observations
Included 87 cross-sectional units
193
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,164071 S.E. of regression 0,079086
LSDV R-squared 0,594280 Within R-squared 0,021212
LSDV F(88, 346) 5,759148 P-value(F) 1,73e-32
Lampiran 49: Hasil Regresi Data Panel Persamaan 11
Model 32: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,142934 S.E. of regression 0,079157
LSDV R-squared 0,598243 Within R-squared 0,030772
LSDV F(92, 342) 5,535440 P-value(F) 1,41e-31
Lampiran 50: Hasil Regresi Data Panel Persamaan 12
Model 37: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 184,7313 S.E. of regression 0,653926
194
Model 39: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 23,55098 S.E. of regression 0,260895
LSDV R-squared 0,874707 Within R-squared 0,199601
LSDV F(88, 346) 27,44929 P-value(F) 1,3e-113
Lampiran 52: Hasil Regresi Data Panel Persamaan 14
Model 44: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 184,6193 S.E. of regression 0,652972
Lampiran 53: Hasil Regresi Data Panel Persamaan 15
Model 42: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
195
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 184,0398 S.E. of regression 0,651946
Lampiran 54: Hasil Regresi Data Panel Persamaan 16
Model 47: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 23,57006 S.E. of regression 0,261001
LSDV R-squared 0,874606 Within R-squared 0,198953
LSDV F(88, 346) 27,42389 P-value(F) 1,5e-113
Lampiran 55: Hasil Regresi Data Panel Persamaan 17
Model 50: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 180,8190 S.E. of regression 0,646217
196
Model 52: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 179,6885 S.E. of regression 0,644193
Lampiran 57: Hasil Regresi Data Panel Persamaan 19
Model 54: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 23,76713 S.E. of regression 0,262090
LSDV R-squared 0,873558 Within R-squared 0,192255
LSDV F(88, 346) 27,16389 P-value(F) 5,9e-113
Lampiran 58: Hasil Regresi Data Panel Persamaan 20
Model 57: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
197
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 185,4717 S.E. of regression 0,654478
Lampiran 59: Hasil Regresi Data Panel Persamaan 21
Model 61: Random-effects (GLS), using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 184,9162 S.E. of regression 0,653497
Lampiran 60: Hasil Regresi Data Panel Persamaan 22
Model 63: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 22,88289 S.E. of regression 0,258668
LSDV R-squared 0,878262 Within R-squared 0,222306
LSDV F(92, 342) 26,81854 P-value(F) 8,2e-113
198
Lampiran 61: Hasil Regresi Data Panel Persamaan 3 dengan Robust
Model 9: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,187793 S.E. of regression 0,079518
LSDV R-squared 0,589833 Within R-squared 0,010482
Lampiran 62: Hasil Regresi Data Panel Persamaan 4 dengan Robust
Model 12: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,180733 S.E. of regression 0,079390
LSDV R-squared 0,591156 Within R-squared 0,013676
Lampiran 63: Hasil Regresi Data Panel Persamaan 6 dengan Robust
Model 18: Fixed-effects, using 435 observations
Included 87 cross-sectional units
199
Lampiran 63: Hasil Regresi Data Panel Persamaan 6 dengan Robust
(Sambungan)
LSDV R-squared 0,590522 Within R-squared 0,012146
Lampiran 64: Hasil Regresi Data Panel Persamaan 7 dengan Robust
Model 22: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,178660 S.E. of regression 0,079352
LSDV R-squared 0,591545 Within R-squared 0,014613
Lampiran 65: Hasil Regresi Data Panel Persamaan 9 dengan Robust
Model 27: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,172573 S.E. of regression 0,079241
LSDV R-squared 0,592686 Within R-squared 0,017366
200
Lampiran 66: Hasil Regresi Data Panel Persamaan 10 dengan Robust
Model 30: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,164071 S.E. of regression 0,079086
LSDV R-squared 0,594280 Within R-squared 0,021212
Lampiran 67: Hasil Regresi Data Panel Persamaan 11 dengan Robust
Model 33: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,051436 S.D. dependent var 0,110861
Sum squared resid 2,142934 S.E. of regression 0,079157
LSDV R-squared 0,598243 Within R-squared 0,030772
201
Lampiran 68: Hasil Regresi Data Panel Persamaan 13 dengan Robust
Model 40: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 23,55098 S.E. of regression 0,260895
LSDV R-squared 0,874707 Within R-squared 0,199601
Lampiran 69: Hasil Regresi Data Panel Persamaan 16 dengan Robust
Model 48: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 23,57006 S.E. of regression 0,261001
LSDV R-squared 0,874606 Within R-squared 0,198953
Lampiran 70: Hasil Regresi Data Panel Persamaan 19 dengan Robust
Model 55: Fixed-effects, using 435 observations
Included 87 cross-sectional units
202
Lampiran 70: Hasil Regresi Data Panel Persamaan 19 dengan Robust
(Sambungan)
LSDV R-squared 0,873558 Within R-squared 0,192255
Lampiran 71: Hasil Regresi Data Panel Persamaan 22 dengan Robust
Model 64: Fixed-effects, using 435 observations
Included 87 cross-sectional units
Mean dependent var 0,341668 S.D. dependent var 0,658108
Sum squared resid 22,88289 S.E. of regression 0,258668
LSDV R-squared 0,878262 Within R-squared 0,222306
Lampiran 72: Grafik Efek Individu Persamaan 1
203
204
205
206
207
208
209
210
obs Indv_effect
1 0,04907
2 -0,04715
3 0,06091
4 -0,003790
5 -0,007511
6 -0,008800
7 -0,004532
8 -0,003019
9 -0,09916
10 0,08351
11 0,007296
12 0,008777
13 -0,04060
14 -0,005698
15 0,05599
16 -0,1128335
17 0,05058
18 -0,008789
19 0,03628
20 0,04972
21 -0,01796
22 0,0005154
23 -0,07334
24 0,1474275
25 0,05707
26 -0,01781
27 0,04577
28 0,003624
29 -0,1158751
30 0,04063
31 0,002553
32 -0,05004
33 0,01474
34 -0,02365
35 -0,1264939
36 -0,05283
37 -0,02147
38 -0,1918664
39 -0,06666
40 0,005706
41 -0,008187
42 0,07235
43 -0,02539
44 0,06119
45 -0,01839
46 0,05846
47 0,06126
48 0,1126403
49 0,02155
50 0,01773
51 -0,04455
52 0,02608
53 -0,006869
54 -0,02736
55 -0,08803
56 -0,05335
57 0,1127610
58 -0,02701
59 0,09134
60 0,01875
61 0,03052
62 0,03916
63 -0,08924
64 0,07985
65 -0,01157
66 -0,1212030
67 0,008078
68 -0,04299
69 -0,007439
70 0,02448
71 0,1488450
72 -0,03298
73 -0,05855
74 0,02765
75 -0,03881
76 -0,01336
77 0,01765
78 0,01462
79 -0,1416538
80 0,05892
81 0,01169
82 0,2719388
83 -0,02973
84 -0,03476
85 0,003195
86 -0,04037
87 -0,04920
obs Indv_effect
1 0,04496
2 -0,06913
3 0,05585
4 -0,02669
5 -0,02801
6 -0,001069
7 0,03013
8 -0,01457
9 -0,09097
10 0,08354
11 0,008574
12 0,003925
13 -0,04133
14 0,009866
15 0,04357
16 -0,1088785
17 0,02699
18 -0,02304
19 0,03019
20 0,05221
21 -0,01939
22 -0,006764
23 -0,08370
24 0,1754420
25 0,05250
26 -0,04098
27 0,02763
28 -0,003555
29 -0,1452142
30 0,02485
31 0,001776
32 -0,03935
33 0,02357
34 -0,01072
35 -0,1362986
36 -0,02384
37 -0,004967
38 -0,2093984
39 -0,04378
40 -0,001371
41 0,03391
42 0,08822
43 -0,02227
44 0,07498
45 -0,03253
46 0,04001
47 0,06401
48 0,09011
49 0,001740
50 0,05555
51 -0,02969
52 0,01161
53 -0,02274
54 -0,02006
55 -0,08575
56 -0,05159
57 0,1540713
58 -0,006650
59 0,07484
60 0,02801
61 0,05219
62 0,02488
63 -0,06221
64 0,04935
65 -0,01183
66 -0,1217419
67 0,04396
68 -0,01968
69 -0,003117
70 0,03129
71 0,1347901
72 -0,02999
73 -0,06834
74 0,02706
75 -0,03086
76 -0,03332
77 -0,005357
78 -0,007841
79 -0,1535398
80 0,04526
81 0,007479
82 0,2810902
83 -0,03262
84 -0,01228
85 -0,01547
86 -0,02214
87 -0,03531
obs Indv_effect
1 0,2233053
2 0,04086
3 0,2185197
4 0,09612
5 0,09754
6 0,1240608
7 0,1481999
8 0,1208288
9 -0,009189
10 0,2445002
11 0,1555860
12 0,1749676
13 0,009659
14 0,1110499
15 0,1408539
16 -0,01142
17 0,1203476
18 0,06140
19 0,1855464
20 0,1943660
21 0,04968
22 0,09674
23 -0,01890
24 0,3339445
25 0,1663210
26 0,07595
27 0,1959264
28 0,1106331
29 -0,08771
30 0,1895851
31 0,1297523
32 0,09901
33 0,1261913
34 0,09839
35 -0,06169
36 0,09439
37 0,1367370
38 -0,1287588
39 0,05333
40 0,1495149
41 0,1572319
42 0,2406679
43 0,06197
44 0,2327758
45 0,08535
46 0,1850304
47 0,1663369
48 0,1739041
49 0,07753
50 0,1462670
51 0,04813
52 0,09000
53 0,09385
54 0,09007
55 -0,01864
56 0,05637
57 0,3141335
58 0,1298923
59 0,1975610
60 0,1341772
61 0,1900357
62 0,1337389
63 0,01601
64 0,2072185
65 0,1137135
66 -0,06350
67 0,1308219
68 0,07749
69 0,1419672
70 0,08832
71 0,2888765
72 0,05591
73 0,02758
74 0,09692
75 0,05976
76 0,07106
77 0,09510
78 0,1350460
79 -0,1201266
80 0,1938697
81 0,1591213
82 0,5007047
83 0,09032
84 0,05783
85 0,1261346
86 0,08433
87 0,09926
obs Indv_effect
1 0,04623
2 -0,08863
3 0,04063
4 -0,03141
5 -0,03029
6 -0,009194
7 0,03008
8 -0,02382
9 -0,1227202
10 0,07266
11 0,02762
12 0,003955
13 -0,07325
14 -0,01415
15 0,04030
16 -0,1908766
17 0,02072
18 -0,04567
19 0,01440
20 0,05446
21 -0,05689
22 -0,01958
23 -0,1062225
24 0,1846851
25 0,03894
26 -0,09137
27 0,01100
28 -0,04013
29 -0,2015754
30 0,003363
31 -0,007049
32 -0,05100
33 0,01135
34 -0,05156
35 -0,2125442
36 -0,04914
37 -0,04204
38 -0,3859419
39 -0,07357
40 -0,01987
41 -0,01657
42 0,09591
43 -0,04448
44 0,08410
45 -0,05795
46 0,02838
47 0,05142
48 0,09056
49 -0,01275
50 0,04795
51 -0,09136
52 -0,008764
53 -0,06599
54 -0,05017
55 -0,1629057
56 -0,06666
57 0,1602594
58 -0,06465
59 0,08328
60 0,02246
61 0,05168
62 0,01798
63 -0,08982
64 0,07181
65 -0,04851
66 -0,1720585
67 0,03340
68 -0,04966
69 -0,03193
70 0,008773
71 0,1519337
72 -0,1229877
73 -0,1231071
74 0,02591
75 -0,09574
76 -0,06296
77 -0,04691
78 -0,03748
79 -0,2286452
80 -0,005311
81 0,007458
82 0,2486142
83 -0,06767
84 -0,04384
85 -0,02450
86 -0,03683
87 -0,07454
obs Indv_effect
1 0,03838
2 -0,05496
3 0,06592
4 -0,01082
5 -0,02532
6 -0,00324
7 0,003332
8 -0,01409
9 -0,10103
10 0,08796
11 -0,01203
12 0,001722
13 -0,02947
14 0,006746
15 0,05681
16 -0,10263
17 0,03963
18 -0,01007
19 0,04093
20 0,04348
21 -0,01549
22 -0,00128
23 -0,0767
24 0,152194
25 0,06463
26 -0,0287
27 0,03949
28 0,006028
29 -0,12739
30 0,03532
31 -0,00052
32 -0,06256
33 0,02352
34 -0,00202
35 -0,13602
36 -0,0473
37 -0,02178
38 -0,19243
39 -0,07062
40 0,01025
41 0,004701
42 0,06213
43 -0,0198
44 0,05342
45 -0,02104
46 0,05285
47 0,06321
48 0,102117
49 0,01412
50 0,02775
51 -0,03215
52 0,02575
53 -0,01178
54 -0,03173
55 -0,08246
56 -0,06532
57 0,122055
58 -0,02706
59 0,08634
60 0,02167
61 0,0331
62 0,03996
63 -0,0861
64 0,06539
65 -0,00148
66 -0,10729
67 0,01364
68 -0,02568
69 -0,01211
70 0,03806
71 0,147232
72 -0,01729
73 -0,05772
74 0,02491
75 -0,02057
76 -0,02087
77 0,01058
78 0,007535
79 -0,14052
80 0,05505
81 0,001346
82 0,262496
83 -0,02723
84 -0,03209
85 -0,00055
86 -0,03949
87 -0,025
obs Indv_effect
1 0,20934
2 0,05159
3 0,232052
4 0,09935
5 0,08765
6 0,125747
7 0,115069
8 0,117574
9 -0,02098
10 0,24714
11 0,126888
12 0,165624
13 0,01824
14 0,110655
15 0,144123
16 -0,0015
17 0,131393
18 0,06842
19 0,199555
20 0,182786
21 0,0606
22 0,100298
23 -0,0254
24 0,307367
25 0,169535
26 0,09218
27 0,2107
28 0,127992
29 -0,08658
30 0,208312
31 0,125668
32 0,07857
33 0,125819
34 0,115997
35 -0,07366
36 0,06519
37 0,113325
38 -0,1251
39 0,02925
40 0,163245
41 0,1252
42 0,208114
43 0,06725
44 0,211529
45 0,100084
46 0,194489
47 0,156256
48 0,181638
49 0,08754
50 0,112799
51 0,05031
52 0,09127
53 0,101689
54 0,08657
55 -0,02751
56 0,04584
57 0,29206
58 0,111051
59 0,207499
60 0,119804
61 0,165322
62 0,135819
63 -0,0139
64 0,210817
65 0,128441
66 -0,06119
67 0,106737
68 0,06895
69 0,125287
70 0,09776
71 0,292549
72 0,06429
73 0,04506
74 0,08712
75 0,07436
76 0,08428
77 0,09688
78 0,139152
79 -0,10783
80 0,212792
81 0,143117
82 0,492545
83 0,08526
84 0,04194
85 0,133382
86 0,06623
87 0,114694
obs Indv_effect
1 0,03249
2 -0,08493
3 0,04459
4 -0,03164
5 -0,03953
6 -0,01263
7 0,004397
8 -0,02997
9 -0,13429
10 0,07013
11 0,004616
12 -0,00674
13 -0,0695
14 -0,01839
15 0,04078
16 -0,18905
17 0,02555
18 -0,04333
19 0,01878
20 0,04276
21 -0,05322
22 -0,02048
23 -0,11199
24 0,162955
25 0,03872
26 -0,08499
27 0,0157
28 -0,03328
29 -0,20192
30 0,0101
31 -0,0138
32 -0,07008
33 0,007706
34 -0,0447
35 -0,22299
36 -0,07272
37 -0,06198
38 -0,38662
39 -0,09426
40 -0,01559
41 -0,04246
42 0,07025
43 -0,04448
44 0,06506
45 -0,05248
46 0,03098
47 0,04255
48 0,09413
49 -0,00833
50 0,0227
51 -0,09389
52 -0,00904
53 -0,06434
54 -0,17082
55 -0,17082
56 -0,07828
57 0,139608
58 -0,08253
59 0,08683
60 0,0102
61 0,03128
62 0,01771
63 -0,11304
64 0,07158
65 -0,04339
66 -0,17229
67 0,01308
68 -0,05893
69 -0,04712
70 0,01263
71 0,151707
72 -0,12027
73 -0,11603
74 0,01776
75 -0,09
76 -0,05779
77 -0,04731
78 -0,0378
79 -0,22306
80 0,001887
81 -0,00683
82 0,236771
83 -0,07412
84 -0,05822
85 -0,02306
86 -0,05299
87 -0,06947
obs Indv_effect
1 0,04892
2 -0,06971
3 0,05932
4 -0,02559
5 -0,02524
6 -0,01382
7 0,02619
8 -0,01277
9 -0,08844
10 0,08353
11 0,008871
12 0,005923
13 -0,04559
14 0,006551
15 0,04611
16 -0,10995
17 0,02516
18 -0,01902
19 0,02968
20 0,05074
21 -0,02351
22 -0,00738
23 -0,08024
24 0,180345
25 0,05927
26 -0,0415
27 0,02761
28 -0,00239
29 -0,14224
30 0,0245
31 0,00264
32 -0,0392
33 0,01785
34 -0,01996
35 -0,1333
36 -0,01981
37 -0,00246
38 -0,20396
39 -0,04295
40 -0,00446
41 0,04128
42 0,091
43 -0,02831
44 0,07654
45 -0,03082
46 0,04125
47 0,06897
48 0,09216
49 0,003124
50 0,05923
51 -0,03092
52 0,01528
53 -0,02031
54 -0,02093
55 -0,08612
56 -0,05149
57 0,155037
58 -0,00314
59 0,07738
60 0,02808
61 0,05619
62 0,01943
63 -0,05692
64 0,04859
65 -0,01397
66 -0,12017
67 0,04299
68 -0,02301
69 0,001378
70 0,02603
71 0,139604
72 -0,04195
73 -0,06801
74 0,02797
75 -0,04158
76 -0,03274
77 -0,00674
78 -0,00495
79 -0,15517
80 0,04357
81 0,005433
82 0,282006
83 -0,03475
84 -0,01007
85 -0,01978
86 -0,02305
87 -0,04739
obs Indv_effect
1 0,277056
2 0,0956
3 0,27747
4 0,140565
5 0,154605
6 0,136596
7 0,169759
8 0,180371
9 0,05404
10 0,285281
11 0,207223
12 0,221146
13 0,04587
14 0,148921
15 0,19103
16 0,03745
17 0,179686
18 0,12527
19 0,233144
20 0,239343
21 0,105336
22 0,148905
23 0,03583
24 0,385379
25 0,222832
26 0,143271
27 0,252049
28 0,177796
29 -0,03031
30 0,252021
31 0,183295
32 0,160891
33 0,155527
34 0,118984
35 -0,00393
36 0,14351
37 0,182222
38 -0,07222
39 0,115768
40 0,188006
41 0,213707
42 0,293724
43 0,100345
44 0,289467
45 0,151365
46 0,239016
47 0,221864
48 0,242856
49 0,145151
50 0,194815
51 0,09864
52 0,143166
53 0,154917
54 0,155379
55 0,0177
56 0,123823
57 0,367464
58 0,190581
59 0,261201
60 0,174053
61 0,239843
62 0,152978
63 0,07641
64 0,247847
65 0,15733
66 -0,02593
67 0,186387
68 0,103513
69 0,196165
70 0,127047
71 0,341946
72 0,05764
73 0,09455
74 0,150776
75 0,07476
76 0,136242
77 0,133216
78 0,184148
79 -0,06149
80 0,254697
81 0,194091
82 0,564121
83 0,118497
84 0,125649
85 0,155358
86 0,13188
87 0,09943
obs Indv_effect
1 0,112613
2 -0,02787
3 0,10952
4 0,02187
5 0,03548
6 0,007282
7 0,05918
8 0,04381
9 -0,05423
10 0,123518
11 0,08774
12 0,06227
13 -0,03535
14 0,02853
15 0,09662
16 -0,13459
17 0,08231
18 0,02358
19 0,07077
20 0,106954
21 -0,00082
22 0,03755
23 -0,04574
24 0,246369
25 0,104555
26 -0,01845
27 0,07638
28 0,03211
29 -0,13757
30 0,0737
31 0,05383
32 0,01811
33 0,04499
34 -0,02669
35 -0,14642
36 0,009972
37 0,01518
38 -0,31506
39 -0,00609
40 0,02712
41 0,05148
42 0,158641
43 -0,00388
44 0,149282
45 0,01404
46 0,09094
47 0,114426
48 0,161491
49 0,05709
50 0,102995
51 -0,03658
52 0,05049
53 0,002987
54 0,01921
55 -0,11875
56 0,005145
57 0,220968
58 0,006423
59 0,15226
60 0,06923
61 0,111353
62 0,04396
63 -0,02261
64 0,121843
65 0,002142
66 -0,12738
67 0,0913
68 -0,01699
69 0,03407
70 0,04749
71 0,214821
72 -0,11496
73 -0,0516
74 0,08263
75 -0,0766
76 0,007064
77 -0,00096
78 0,02309
79 -0,16837
80 0,06251
81 0,05246
82 0,323264
83 -0,02955
84 0,02667
85 0,01348
86 0,0166
87 -0,06701
obs Indv_effect
1 -0,00388
2 -0,16065
3 0,04032
4 -0,10695
5 -0,12624
6 -0,13533
7 -0,10707
8 -0,09435
9 -0,21445
10 0,02898
11 -0,09604
12 -0,04555
13 -0,19114
14 -0,10081
15 -0,04534
16 -0,23221
17 -0,08988
18 -0,11642
19 -0,00983
20 -0,04318
21 -0,1639
22 -0,10667
23 -0,2122
24 0,112057
25 -9,09E-05
26 -0,14947
27 -0,01419
28 -0,07595
29 -0,30624
30 -0,01536
31 -0,07967
32 -0,14368
33 -0,09813
34 -0,11921
35 -0,3128
36 -0,12892
37 -0,11385
38 -0,41181
39 -0,18498
40 -0,05823
41 -0,07014
42 -0,0109
43 -0,15743
44 -0,00091
45 -0,09863
46 -0,02114
47 -0,03351
48 -0,02193
49 -0,11186
50 -0,06879
51 -0,16969
52 -0,10237
53 -0,11903
54 -0,13459
55 -0,26989
56 -0,1679
57 0,09196
58 -0,12012
59 0,01799
60 -0,08527
61 -0,02541
62 -0,10274
63 -0,19305
64 -0,01053
65 -0,08728
66 -0,24812
67 -0,09588
68 -0,1417
69 -0,08979
70 -0,11305
71 0,105974
72 -0,24312
73 -0,16879
74 -0,10841
75 -0,19169
76 -0,13031
77 -0,15484
78 -0,08449
79 -0,3312
80 -0,0403
81 -0,09518
82 0,206498
83 -0,15161
84 -0,15313
85 -0,10268
86 -0,14366
87 -0,13595
obs Indv_effect
1 0,420773
2 0,040524
3 0,468105
4 -0,01446
5 -0,33009
6 0,193743
7 -0,49915
8 -0,40299
9 -0,17069
10 0,335746
11 0,072464
12 -0,03303
13 0,178015
14 -0,66849
15 0,293096
16 -0,34929
17 0,073043
18 0,116893
19 -0,36433
20 0,742918
21 -0,27043
22 -0,63284
23 -0,69682
24 1,146463
25 -0,58551
26 -0,39161
27 0,016019
28 -0,40579
29 -0,28462
30 0,259115
31 -0,24207
32 -0,14563
33 0,381816
34 -0,22881
35 -0,43171
36 -0,5252
37 0,659716
38 0,8607
39 -0,89457
40 -0,75354
41 -0,96911
42 0,559556
43 -0,75655
44 -0,00153
45 -0,27319
46 0,516252
47 -0,02508
48 1,41788
49 -0,06763
50 -0,29453
51 -0,52201
52 -1,38712
53 -0,32664
54 0,095063
55 0,037628
56 -0,54882
57 1,11509
58 -0,04261
59 0,887869
60 -0,09873
61 -0,27488
62 0,745578
63 -0,24115
64 0,470247
65 -0,49735
66 -0,50456
67 0,711259
68 0,060132
69 -0,208
70 0,113345
71 0,95517
72 -0,61104
73 0,280016
74 -0,20834
75 -0,72805
76 0,083658
77 0,612291
78 0,033983
79 0,416839
80 0,549431
81 0,048175
82 2,262761
83 0,249166
84 -0,32903
85 0,192301
86 -0,6869
87 0,25167
obs Indv_effect
1 16,18058
2 15,4367
3 14,20392
4 15,39004
5 16,09152
6 15,75939
7 14,6828
8 15,29275
9 14,74984
10 14,73574
11 17,22452
12 15,51021
13 14,23199
14 13,27755
15 14,76029
16 13,42337
17 15,76922
18 14,50043
19 13,77519
20 16,53114
21 14,35007
22 14,28114
23 14,24817
24 15,57323
25 12,81299
26 15,04472
27 15,09522
28 13,58925
29 15,3642
30 15,15246
31 14,82595
32 16,13019
33 14,98243
34 13,14679
35 15,25061
36 13,97684
37 15,81349
38 15,32147
39 14,53165
40 13,6773
41 12,50871
42 16,69241
43 13,95368
44 15,7282
45 14,24433
46 15,56791
47 14,32017
48 16,78359
49 14,99416
50 13,8543
51 13,12984
52 13,04782
53 14,51841
54 15,3226
55 14,66535
56 15,42736
57 15,3138
58 14,75415
59 15,6821
60 14,7613
61 14,40133
62 16,1587
63 14,32865
64 16,74797
65 13,27815
66 12,95036
67 15,45584
68 13,84669
69 14,96907
70 13,93087
71 15,44358
72 13,87133
73 14,54945
74 14,90905
75 13,17502
76 15,20366
77 16,31066
78 15,246
79 15,01866
80 15,41838
81 16,43812
82 17,91572
83 15,30134
84 14,1654
85 15,76488
86 14,43508
87 13,86219
obs Indv_effect
1 0,360821
2 -0,06394
3 0,242888
4 -0,12685
5 -0,33708
6 0,278666
7 -0,24407
8 -0,4446
9 -0,08122
10 0,22443
11 0,23183
12 -0,11696
13 0,218567
14 -0,62484
15 0,239278
16 -0,43829
17 0,062183
18 0,041722
19 -0,54807
20 0,803337
21 -0,21631
22 -0,64855
23 -0,66806
24 1,251392
25 -0,71936
26 -0,50591
27 -0,1852
28 -0,53744
29 -0,31719
30 0,056393
31 -0,25517
32 -0,01842
33 0,444352
34 -0,28775
35 -0,37635
36 -0,39257
37 0,727207
38 0,703194
39 -0,67957
40 -0,91653
41 -0,83799
42 0,731391
43 -0,69431
44 0,100498
45 -0,4166
46 0,368373
47 0,002229
48 1,424448
49 -0,0858
50 -0,04826
51 -0,47838
52 -1,41759
53 -0,43813
54 0,167427
55 0,103845
56 -0,44189
57 1,258888
58 0,023606
59 0,787769
60 -0,00684
61 -0,18323
62 0,735712
63 -0,04469
64 0,345782
65 -0,63199
66 -0,55866
67 0,990719
68 0,132738
69 -0,21465
70 0,191839
71 0,803346
72 -0,5733
73 0,167279
74 -0,07416
75 -0,73035
76 -0,01024
77 0,582265
78 -0,13085
79 0,427392
80 0,399041
81 0,093077
82 2,26135
83 0,22169
84 -0,13574
85 0,080971
86 -0,53897
87 0,154943
obs Indv_effect
1 0,449449
2 -0,03088
3 0,382671
4 -0,09794
5 -0,34793
6 0,319633
7 -0,23586
8 -0,40295
9 -0,08343
10 0,300114
11 0,252508
12 0,002224
13 0,148253
14 -0,60066
15 0,208072
16 -0,42129
17 -0,01035
18 0,017486
19 -0,42233
20 0,822965
21 -0,28468
22 -0,64396
23 -0,72498
24 1,276041
25 -0,69015
26 -0,53097
27 -0,08018
28 -0,49243
29 -0,4453
30 0,169038
31 -0,2057
32 0,035483
33 0,444447
34 -0,21687
35 -0,5064
36 -0,35337
37 0,74154
38 0,510056
39 -0,70237
40 -0,79428
41 -0,83293
42 0,724882
43 -0,71157
44 0,155533
45 -0,35265
46 0,410273
47 -0,04771
48 1,299347
49 -0,15979
50 -0,08407
51 -0,52437
52 -1,5017
53 -0,45305
54 0,173126
55 -0,03367
56 -0,43289
57 1,344413
58 0,022718
59 0,808903
60 -0,02322
61 -0,13033
62 0,686807
63 -0,06391
64 0,391593
65 -0,55131
66 -0,57127
67 0,951635
68 0,160453
69 -0,18466
70 0,114079
71 0,852037
72 -0,72496
73 0,18085
74 -0,17041
75 -0,76605
76 -0,01805
77 0,454475
78 -0,11416
79 0,311875
80 0,405353
81 0,120697
82 2,20747
83 0,221085
84 -0,19757
85 0,13604
86 -0,5238
87 0,285744
obs Indv_effect
1 15,38189
2 14,93165
3 13,77777
4 14,75089
5 15,3118
6 15,21597
7 13,78102
8 14,64062
9 14,08909
10 14,16751
11 16,28064
12 14,76106
13 13,78708
14 12,76205
15 14,18518
16 13,00284
17 15,29142
18 13,99125
19 13,34588
20 15,81139
21 13,96866
22 13,74319
23 13,56693
24 14,74676
25 12,25605
26 14,6324
27 14,63884
28 13,2504
29 14,71347
30 14,77343
31 14,20117
32 15,35442
33 14,43294
34 12,83759
35 14,50213
36 13,12401
37 14,9758
38 14,72267
39 13,773
40 13,23221
41 11,67366
42 15,75106
43 13,48125
44 14,93503
45 13,83545
46 15,04215
47 13,63263
48 16,27885
49 14,52746
50 12,99893
51 12,67088
52 12,44626
53 14,00042
54 14,77806
55 13,97933
56 14,76922
57 14,6186
58 14,02201
59 15,19764
60 14,02809
61 13,57544
62 15,52292
63 13,4931
64 16,07333
65 12,89037
66 12,39289
67 14,75197
68 13,23034
69 14,17873
70 13,53917
71 14,84409
72 13,38317
73 14,20912
74 14,23879
75 12,80842
76 14,76141
77 15,66112
78 14,61453
79 14,61553
80 15,06128
81 15,6081
82 17,27736
83 14,61304
84 13,53039
85 15,1783
86 13,70748
87 13,48387
obs Indv_effect
1 0,293247
2 0,02774
3 0,346447
4 -0,05994
5 -0,3669
6 0,287906
7 -0,44816
8 -0,4494
9 -0,15226
10 0,264604
11 0,055108
12 -0,1531
13 0,30034
14 -0,62017
15 0,304579
16 -0,36731
17 0,152577
18 0,119732
19 -0,44291
20 0,739113
21 -0,14877
22 -0,6074
23 -0,66802
24 1,092866
25 -0,65217
26 -0,39566
27 -0,07762
28 -0,42293
29 -0,25963
30 0,176999
31 -0,26833
32 -0,16621
33 0,455383
34 -0,17221
35 -0,42324
36 -0,56993
37 0,591041
38 0,771619
39 -0,84999
40 -0,8122
41 -1,03719
42 0,529741
43 -0,6544
44 -0,03942
45 -0,31072
46 0,456528
47 -0,02709
48 1,502058
49 0,000982
50 -0,25215
51 -0,46171
52 -1,35879
53 -0,36363
54 0,127989
55 0,084504
56 -0,52064
57 1,094343
58 -0,10228
59 0,875827
60 -0,07317
61 -0,32718
62 0,797016
63 -0,22863
64 0,414132
65 -0,52528
66 -0,49561
67 0,815498
68 0,094533
69 -0,30002
70 0,266235
71 0,871778
72 -0,49025
73 0,281396
74 -0,1111
75 -0,6258
76 0,089195
77 0,642298
78 -0,05996
79 0,521377
80 0,519007
81 0,014181
82 2,192219
83 0,225208
84 -0,24747
85 0,162014
86 -0,65501
87 0,26458
obs Indv_effect
1 0,365138
2 0,068132
3 0,483382
4 -0,02995
5 -0,38105
6 0,332873
7 -0,45227
8 -0,41019
9 -0,15346
10 0,334024
11 0,063664
12 -0,0481
13 0,247477
14 -0,59174
15 0,281412
16 -0,34977
17 0,096858
18 0,105567
19 -0,31758
20 0,753461
21 -0,19917
22 -0,59536
23 -0,71838
24 1,101721
25 -0,62165
26 -0,4129
27 0,025846
28 -0,36868
29 -0,38026
30 0,291058
31 -0,22038
32 -0,12211
33 0,461271
34 -0,09277
35 -0,55718
36 -0,54655
37 0,586478
38 0,56455
39 -0,87764
40 -0,69002
41 -1,05305
42 0,506785
43 -0,65933
44 0,004042
45 -0,23929
46 0,499262
47 -0,07712
48 1,395136
49 -0,05535
50 -0,29577
51 -0,50162
52 -1,4338
53 -0,37647
54 0,13662
55 -0,05483
56 -0,51007
57 1,167526
58 -0,11934
59 0,906438
60 -0,09157
61 -0,2878
62 0,752818
63 -0,25528
64 0,459156
65 -0,44107
66 -0,50287
67 0,777165
68 0,120165
69 -0,28536
70 0,208709
71 0,919201
72 -0,63858
73 0,305236
74 -0,19683
75 -0,65257
76 0,091643
77 0,517186
78 -0,04902
79 0,423659
80 0,528368
81 0,030483
82 2,120152
83 0,217772
84 -0,30471
85 0,216619
86 -0,64357
87 0,39535
obs Indv_effect
1 15,76157
2 15,1374
3 13,99431
4 14,94771
5 15,64327
6 15,41115
7 14,20327
8 14,96331
9 14,47779
10 14,39732
11 16,76192
12 15,09076
13 13,931
14 13,01119
15 14,38304
16 13,22036
17 15,49712
18 14,21547
19 13,53343
20 16,1567
21 14,1925
22 13,98828
23 13,84111
24 15,19772
25 12,47294
26 14,85827
27 14,85071
28 13,46899
29 14,93471
30 14,99172
31 14,51458
32 15,84295
33 14,65066
34 12,93951
35 14,84352
36 13,591
37 15,39729
38 14,94635
39 14,27064
40 13,39889
41 12,17992
42 16,25627
43 13,693
44 15,39547
45 14,05998
46 15,2518
47 13,94279
48 16,50769
49 14,75137
50 13,47382
51 12,9352
52 12,65198
53 14,23745
54 15,15424
55 14,23
56 15,18973
57 15,09746
58 14,47742
59 15,42095
60 14,34527
61 14,00982
62 15,65267
63 13,983
64 16,26647
65 13,0601
66 12,55955
67 15,22744
68 13,48962
69 14,5693
70 13,69868
71 15,05937
72 13,45287
73 14,42589
74 14,54725
75 12,89902
76 14,98357
77 15,83758
78 14,82559
79 14,80942
80 15,26909
81 15,94534
82 17,69414
83 14,83808
84 13,96672
85 15,33457
86 14,10889
87 13,54933
obs Indv_effect
1 0,358189
2 -0,0522
3 0,261241
4 -0,14351
5 -0,3336
6 0,229052
7 -0,29673
8 -0,42905
9 -0,05725
10 0,208259
11 0,228284
12 -0,13048
13 0,201915
14 -0,63785
15 0,234302
16 -0,43146
17 0,085451
18 0,064108
19 -0,54617
20 0,794845
21 -0,1905
22 -0,64098
23 -0,66773
24 1,245492
25 -0,71689
26 -0,4656
27 -0,16876
28 -0,49636
29 -0,31261
30 0,089037
31 -0,24819
32 0,005849
33 0,415864
34 -0,32045
35 -0,36994
36 -0,40199
37 0,711758
38 0,705426
39 -0,65391
40 -0,92928
41 -0,83583
42 0,728267
43 -0,70226
44 0,111105
45 -0,38173
46 0,375359
47 0,003497
48 1,459248
49 -0,05067
50 -0,05794
51 -0,4679
52 -1,41965
53 -0,41825
54 0,205491
55 0,074883
56 -0,40492
57 1,270298
58 0,041495
59 0,813145
60 -0,02888
61 -0,19158
62 0,679533
63 -0,03357
64 0,322915
65 -0,63376
66 -0,58582
67 1,008139
68 0,093529
69 -0,21626
70 0,184807
71 0,800076
72 -0,64721
73 0,208907
74 -0,06938
75 -0,77461
76 0,022825
77 0,556047
78 -0,14045
79 0,452139
80 0,431244
81 0,061232
82 2,290847
83 0,179152
84 -0,09913
85 0,045193
86 -0,54107
87 0,083911
obs Indv_effect
1 0,44244
2 -0,01814
3 0,407111
4 -0,12067
5 -0,35555
6 0,289601
7 -0,28836
8 -0,38981
9 -0,0643
10 0,288809
11 0,241866
12 -0,01196
13 0,133129
14 -0,60624
15 0,193793
16 -0,40481
17 0,01093
18 0,031586
19 -0,41039
20 0,815063
21 -0,25211
22 -0,63645
23 -0,73877
24 1,263144
25 -0,69764
26 -0,4854
27 -0,05512
28 -0,44441
29 -0,45569
30 0,213809
31 -0,19876
32 0,061551
33 0,423156
34 -0,22712
35 -0,51144
36 -0,36907
37 0,722669
38 0,505329
39 -0,67851
40 -0,79453
41 -0,8383
42 0,713178
43 -0,7