populasi 37 ipo dan relisting 6 laporan keuangan tidak lengkap 1 laba dan modal negatif 8 lengkap 22 sampel 2011, 2012, 2013, 2014,
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1 Lampiran 1: Pemilihan sampel No Nama Emiten KODE PT Akasha Wira International Tbk. ADES 2 PT Tiga Pilar Sejahtera Food Tbk. AISA 3 PT Tri Banyan Tirta Tbk. ALTO 4 PT Wilmar Cahaya Indonesia Tbk. CEKA 5 PT Delta Djakarta Tbk. DLTA 6 PT Indofood CBP Sukses Makmur Tbk. ICBP 7 PT Indofood Sukses Makmur Tbk. INDF 8 PT Multi Bintang Indonesia Tbk. MLBI 9 PT Mayora Indah Tbk. MYOR 10 PT Prashida Aneka Niaga Tbk. PSDN 11 PT Nippon Indosari Corporindo Tbk. ROTI 12 PT Sekar Bumi Tbk. SKBM 13 PT Sekar Laut Tbk. SKLT 14 PT Siantar Top Tbk. STTP 15 PT Ultrajaya Milk Industry and Trading Company Tbk. ULTJ 16 PT Gudang Garam Tbk. GGRM 17 PT Handjaya Mandala Sampoerna Tbk. HMSP 18 PT Bentoel International Investama Tbk. RMBA 19 PT Wismilak Inti Makmur Tbk. WIIM 20 PT Darya Varia Laboratoria Tbk. DVLA 21 PT Indofarma (Persero) Tbk. INAF 22 PT Kimia Farma (Persero) Tbk. KAEF 23 PT Kalbe Farma Tbk. KLBF 24 PT Merck Indonesia Tbk. MERK 25 PT Pryidam Farma Tbk. PYFA 26 PT Merck Sharp Dohme Pharma Tbk. SCPI 27 PT Industri Jamu & Farmasi Sido Muncul Tbk. SIDO 28 PT Taisho Pharmaceutical Indonesia Tbk. SQBB 29 PT Tempo Scan Pasific Tbk. TSPC 30 PT Kino Indonesia Tbk. KINO 31 PT Martina Berto Tbk. MBTO 32 PT Mustika Ratu Tbk. MRAT 33 PT Mandom Indonesia Tbk. TCID 34 PT Unilever Indonesia Tbk. UNVR 35 PT Chitose International Tbk. CINT 36 PT Kedaung Indah Can Tbk. KICI 37 PT Langggeng Makmur Industry Tbk. LMPI populasi 37 ipo dan relisting 6 laporan keuangan tidak lengkap 1 laba dan modal negatif 8 lengkap 22 sampel 2011, 2012, 2013, 2014,
2 92
3 93 Lampiran 2 : Sampel perusahaan consumer goods No Nama Emiten KODE 1 PT Akasha Wira International Tbk. ADES 2 PT Tiga Pilar Sejahtera Food Tbk. AISA 3 PT Wilmar Cahaya Indonesia Tbk. CEKA 4 PT Delta Djakarta Tbk. DLTA 5 PT Indofood CBP Sukses Makmur Tbk. ICBP 6 PT Indofood Sukses Makmur Tbk. INDF 7 PT Multi Bintang Indonesia Tbk. MLBI 8 PT Mayora Indah Tbk. MYOR 9 PT Nippon Indosari Corporindo Tbk. ROTI 10 PT Sekar Laut Tbk. SKLT 11 PT Siantar Top Tbk. STTP 12 PT Ultrajaya Milk Industry and Trading Company Tbk. ULTJ 13 PT Gudang Garam Tbk. GGRM 14 PT Handjaya Mandala Sampoerna Tbk. HMSP 15 PT Darya Varia Laboratoria Tbk. DVLA 16 PT Kimia Farma (Persero) Tbk. KAEF 17 PT Kalbe Farma Tbk. KLBF 18 PT Merck Indonesia Tbk. MERK 19 PT Pryidam Farma Tbk. PYFA 20 PT Tempo Scan Pasific Tbk. TSPC 21 PT Mandom Indonesia Tbk. TCID 22 PT Unilever Indonesia Tbk. UNVR
4 94 Lampiran 3: Perhitungan pbv consumer goods ADES AISA CEKA DLTA ICBP INDF MLBI PBV CONSUMER GOODS ,56 1, ,44 2, ,85 4, ,51 5, ,17 4, ,74 0, ,9 1, ,46 1, ,96 1, ,18 0, ,29 0, ,89 0, ,71 0, ,66 0, ,54 0, ,31 1, ,56 8, ,07 8, ,44 6, ,99 3, ,33 4, ,33 5, ,05 4, ,72 3, ,71 2, ,1 1, ,49 1, ,3 1, ,5 1, ,08 1, ,99 22, ,71 45, ,25 25, ,07 47, ,51 14,22
5 95 MYOR ROTI SKLT STTP ULTJ GGRM HMSP DVLA ,36 5, ,44 4, ,06 5, ,98 4, ,95 3, ,80 5, ,38 7, ,54 6, ,47 10, ,77 6, ,03 1, ,69 1, ,17 0, ,45 0, ,93 0, ,08 3, ,53 4, ,87 2, ,51 2, ,1 1, ,67 4, ,16 4, ,67 6, ,44 2, ,55 2, ,73 2, ,85 3, ,42 2, ,7 4, ,77 4, ,14 13, ,65 22, ,53 19, ,37 19, ,58 16, ,21 1, ,94 2,00
6 96 KAEF KLBF MERK PYFA TSPC TCID UNVR ,7 2, ,38 2, ,93 1, ,27 2, ,88 4, ,47 2, ,74 2, ,51 1, ,35 5, ,44 8, ,39 7, ,97 8, ,58 5, ,33 6, ,34 6, ,9 8, ,55 8, ,68 6, ,2 0, ,49 0, ,49 0, ,91 1, ,99 1, ,81 1, ,14 3, ,43 3, ,15 5, ,87 3, ,70 1, ,70 2, ,57 2, ,01 2, , ,68 58, ,72 53, ,62 46, ,1 40, ,43 38,97
7 97
8 97 Lampiran 4: perhitungan NPM consumer goods ADES AISA CEKA DLTA ICBP INDF MLBI NPM CONSUMER GOODS , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,30
9 98 MYOR ROTI SKLT STTP ULTJ GGRM HMSP DVLA , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,39
10 99 KAEF KLBF MERK PYFA TSPC TCID UNVR , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,74
11 100
12 100 Lampiran 5: perhitungan DER consumer goods ADES AISA CEKA DLTA ICBP INDF MLBI DER CONSUMER GOODS , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,30
13 101 MYOR ROTI SKLT STTP ULTJ GGRM HMSP DVLA , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,31
14 102 KAEF KLBF MERK PYFA TSPC TCID UNVR , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,85
15 103
16 103 Lampiran 6: perhitungan TATO consumer goods ADES AISA CEKA DLTA ICBP INDF MLBI TATO CONSUMER GOODS , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,52
17 104 MYOR ROTI SKLT STTP ULTJ GGRM HMSP DVLA , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,89
18 105 KAEF KLBF MERK PYFA TSPC TCID UNVR , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,24
19 106
20 106 Lampiran 7: perkembangan PBV, NPM, DER, TATO consumer goods Perkembangan PBV Consumer Goods KODE ADES 4,74 5,42 4,46 2,74 1,82 AISA 0,45 1,55 1,78 1,71 0,89 CEKA 0,70 0,83 0,65 0,83 0,31 DLTA 3,12 6,83 8,99 8,17 1,96 ICBP 2,83 3,79 4,48 5,08 4,79 INDF 1,28 1,50 1,51 1,45 1,05 MLBI 14,22 47,11 25,52 45,31 22,47 MYOR 3,86 4,28 5,90 4,58 5,25 ROTI 6,16 10,48 6,56 7,35 5,39 SKLT 0,79 0,96 0,89 1,51 1,68 STTP 1,84 2,37 2,93 4,63 3,92 ULTJ 2,22 2,29 6,45 4,73 4,07 GGRM 4,86 4,07 2,75 3,51 2,78 HMSP 16,76 19,73 19,32 22,29 13,66 DVLA 1,77 2,25 2,69 2 1,5 KAEF 1,51 2,86 2,02 4,73 2,59 KLBF 5,30 8,76 7,47 8,74 5,66 MERK 6,01 8,17 8,27 6,47 6,41 PYFA 1,14 1,08 0,84 0,74 0,59 TSPC 3,77 5,00 3,79 3,16 1,82 TCID 1,52 2,02 2,02 2,81 1,93 UNVR 38,97 40,09 46,63 53,59 58,48 PBV CG 5,63 8,25 7,54 8,92 6,77 PBV Consumer Goods
21 107 Perkembangan NPM Consumer Goods KODE ADES 8,64 17,49 11,08 5,36 4,90 AISA 8,55 9,23 8,55 7,36 6,22 CEKA 7,78 5,19 2,57 1,11 3,06 DLTA 26,90 12,41 31,20 32,75 27,45 ICBP 10,67 10,58 8,91 8,43 9,21 INDF 10,79 9,55 5,92 8,09 5,79 MLBI 27,30 28,93 32,07 26,60 18,43 MYOR 5,11 7,08 8,81 2,89 8,44 ROTI 14,25 12,52 10,50 10,03 12,44 SKLT 1,74 1,98 2,02 2,42 2,69 STTP 4,15 5,81 6,75 5,69 7,30 ULTJ 4,82 12,58 9,40 7,23 15,77 GGRM 11,84 8,30 7,91 8,28 9,17 HMSP 15,26 14,93 14,42 12,62 11,64 DVLA 12,44 13,69 11,42 7,33 8,26 KAEF 4,93 5,39 4,96 5,23 5,20 KLBF 13,96 13,02 12,31 12,21 11,50 MERK 25,17 11,59 14,69 21,02 14,49 PYFA 3,42 3,00 3,22 1,20 1,42 TSPC 10,14 9,58 9,32 7,78 6,47 TCID 8,46 8,14 7,90 7,55 23,52 UNVR 17,74 17,72 17,40 16,63 16,04 NPM CG 11,55 10,85 10,97 9,90 10,43 NPM Consumer Goods
22 108 Perkembangan DER Consumer Goods KODE ADES 1,51 0,86 0,67 0,72 0,99 AISA 0,96 0,90 2,13 1,05 1,28 CEKA 1,03 1,22 1,02 1,39 1,32 DLTA 0,22 0,25 0,28 0,31 0,22 ICBP 0,42 0,48 0,60 0,66 0,62 INDF 0,70 0,74 1,04 1,08 1,13 MLBI 1,30 2,49 0,80 3,03 1,74 MYOR 1,72 1,71 1,47 1,53 1,18 ROTI 0,39 0,81 1,32 1,25 1,28 SKLT 0,74 0,93 1,24 1,45 1,48 STTP 0,91 1,16 1,12 1,08 0,90 ULTJ 0,55 0,44 0,40 0,28 0,27 GGRM 0,59 0,56 0,73 0,75 0,67 HMSP 0,90 0,97 0,94 1,10 0,19 DVLA 0,28 0,28 0,30 0,31 0,41 KAEF 0,43 0,45 0,52 0,75 0,74 KLBF 0,27 0,28 0,33 0,27 0,25 MERK 0,18 0,37 0,36 0,29 0,35 PYFA 0,43 0,55 0,86 0,78 0,58 TSPC 0,40 0,38 0,40 0,37 0,45 TCID 0,11 0,15 0,24 0,49 0,21 UNVR 1,85 2,02 2,14 2,11 2,26 DER CG 0,72 0,82 0,86 0,96 0, DER Consumer Goods
23 109 Perkembangan TATO Consumer Goods KODE ADES 0,95 1,22 1,14 1,15 1,03 AISA 0,49 0,71 0,81 0,70 0,66 CEKA 1,5 1,09 2,37 2,88 2,35 DLTA 0,81 2,31 1 0,88 0,67 ICBP 1,27 1,22 1,18 1,21 1,20 INDF 0,85 0,84 0,74 0,74 0,70 MLBI 1,52 1,36 2,05 1,34 1,28 MYOR 1,43 1,27 1,24 1,38 1,31 ROTI 1,07 0,99 0,83 0,88 0,80 SKLT 1,61 1,61 1,88 2,02 1,98 STTP 1,1 1,03 1,15 1,28 1,33 ULTJ 0,96 1,16 1,23 1,34 1,24 GGRM 1,07 1,18 1,09 1,12 1,11 HMSP 2,73 2,54 2,74 2,84 2,34 DVLA 1,05 1,01 0,93 0,89 0,95 KAEF 1,94 1,8 1,76 1,50 1,50 KLBF 1,32 1,45 1,41 1,40 1,31 MERK 1,57 1,63 1,71 1,20 1,53 PYFA 1,28 1,3 1,1 1,29 1,36 TSPC 1,36 1,43 1,27 1,34 1,30 TCID 1,46 1,47 1,38 1,24 1,11 UNVR 2,24 2,28 4,11 2,42 2,32 TATO CG 1,34 1,40 1,51 1,41 1,34 TATO Consumer Goods
24 110 Lampiran 8: Olah data stata EMITEN TAHUN PBV (X) NPM (%) DER (X) TATO (X) ADES ADES ADES ADES ADES AISA AISA AISA AISA AISA CEKA CEKA CEKA CEKA CEKA DLTA DLTA DLTA DLTA DLTA ICBP ICBP ICBP ICBP ICBP INDF INDF INDF INDF INDF MLBI MLBI MLBI MLBI MLBI MYOR MYOR MYOR MYOR MYOR ROTI ROTI
25 ROTI ROTI ROTI SKLT SKLT SKLT SKLT SKLT STTP STTP STTP STTP STTP ULTJ ULTJ ULTJ ULTJ ULTJ GGRM GGRM GGRM GGRM GGRM HMSP HMSP HMSP HMSP HMSP DVLA DVLA DVLA DVLA DVLA KAEF KAEF KAEF KAEF KAEF KLBF KLBF KLBF KLBF KLBF MERK
26 MERK MERK MERK MERK PYFA PYFA PYFA PYFA PYFA TSPC TSPC TSPC TSPC TSPC TCID TCID TCID TCID TCID UNVR UNVR UNVR UNVR UNVR
27 113 Lampiran 9: Langkah-langkah olah data stata egen prov = group (emiten) sort prov tahun tsset prov tahun regres pbv npm der tato estimates store pls xtreg pbv npm der tato, fe estimates store fe xtreg pbv npm der tato, re estimates store re xttest0 hausman fe re xtreg pbv npm der tato, fe vif, uncentered xttest3 xtserial pbv npm der tato xtgls pbv npm der tato
28 114 Lampiran 10: Hasil olah data stata. egen prov = group (emiten).. sort prov tahun.. tsset prov tahun panel variable: prov (strongly balanced) time variable: tahun, 2011 to 2015 delta: 1 unit.. regres pbv npm der tato Source SS df MS Number of obs = 110 F( 3, 106) = Model Prob > F = Residual R-squared = Adj R-squared = Total Root MSE = pbv Coef. Std. Err. t P> t [95% Conf. Interval] npm der tato _cons estimates store pls.. xtreg pbv npm der tato, fe Fixed-effects (within) regression Number of obs = 110 Group variable: prov Number of groups = 22 R-sq: within = Obs per group: min = 5 between = avg = 5.0 overall = max = 5 F(3,85) = corr(u_i, Xb) = Prob > F = pbv Coef. Std. Err. t P> t [95% Conf. Interval] npm der tato _cons sigma_u sigma_e rho (fraction of variance due to u_i) F test that all u_i=0: F(21, 85) = Prob > F =
29 115. estimates store fe.. xtreg pbv npm der tato, re Random-effects GLS regression Number of obs = 110 Group variable: prov Number of groups = 22 R-sq: within = Obs per group: min = 5 between = avg = 5.0 overall = max = 5 Wald chi2(3) = corr(u_i, X) = 0 (assumed) Prob > chi2 = pbv Coef. Std. Err. z P> z [95% Conf. Interval] npm der tato _cons sigma_u sigma_e rho (fraction of variance due to u_i).. estimates store re.. xttest0 Breusch and Pagan Lagrangian multiplier test for random effects pbv[prov,t] = Xb + u[prov] + e[prov,t] Estimated results: Var sd = sqrt(var) pbv e u Test: Var(u) = 0 chibar2(01) = Prob > chibar2 =
30 116. hausman fe re Coefficients (b) (B) (b-b) sqrt(diag(v_b-v_b)) fe re Difference S.E. npm der tato b = consistent under Ho and Ha; obtained from xtreg B = inconsistent under Ha, efficient under Ho; obtained from xtreg Test: Ho: difference in coefficients not systematic. xtreg pbv npm der tato, fe chi2(3) = (b-b)'[(v_b-v_b)^(-1)](b-b) = Prob>chi2 = (V_b-V_B is not positive definite) Fixed-effects (within) regression Number of obs = 110 Group variable: prov Number of groups = 22 R-sq: within = Obs per group: min = 5 between = avg = 5.0 overall = max = 5 F(3,85) = corr(u_i, Xb) = Prob > F = pbv Coef. Std. Err. t P> t [95% Conf. Interval] npm der tato _cons sigma_u sigma_e rho (fraction of variance due to u_i) F test that all u_i=0: F(21, 85) = Prob > F =
31 117. vif, uncentered Variable VIF 1/VIF tato der npm Mean VIF xttest3 Modified Wald test for groupwise heteroskedasticity in fixed effect regression model H0: sigma(i)^2 = sigma^2 for all i chi2 (22) = Prob>chi2 = xtserial pbv npm der tato Wooldridge test for autocorrelation in panel data H0: no first-order autocorrelation F( 1, 21) = Prob > F =
32 118. xtgls pbv npm der tato Cross-sectional time-series FGLS regression Coefficients: generalized least squares Panels: homoskedastic Correlation: no autocorrelation Estimated covariances = 1 Number of obs = 110 Estimated autocorrelations = 0 Number of groups = 22 Estimated coefficients = 4 Time periods = 5 Wald chi2(3) = Log likelihood = Prob > chi2 = pbv Coef. Std. Err. z P> z [95% Conf. Interval] npm der tato _cons
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