...... -... FACTOR ANALYSIS... -... -... -... -... -... - : / /... -,... 2 3 3 4 4 6 8 1 12 14 16 APPENDIX -... - Factor,... - Factor Analysis... 18 18 19 27 3.,. 1
2
log( P ) = b log(w ) + a Pt Wt log( ) = b log( ) P W t 1 t 1 P t Wt log( ) = b log( ) + P W t 1 t 1 a 3
(Slope) F (Significance F) (Correlation) -.39.4 -.14 / -.55.2 -.44 IT -.66.1 -.39 / -.74.1 -.45 -.86. -.71 *KOSPI -.92. -.62 -.92. -.53 -.95. -.51 / -.97. -.67 -.99. -.54-1.6. -.8-1.7. -.47-1.11. -.5-1.11. -.57-1.21. -.78-1.22. -.69 /SW -1.25. -.66-1.38. -.75-1.45. -.73-1.48. -.74-1.51. -.52-1.53. -.58-1.63. -.64-1.65. -.78-1.66. -.81.18.21.13 -.28.22 -.1 -.3.29 -.9 -.31.1 -.43 / -.53.13 -.3 -.55.48 -.27 -.69.37 -.27 -.72.31 -.25 / -.78.49 -.32 -.96.19 -.32-1.15.13 -.4 :.5. -.5 ( ) ( ) -1. -1.5-2. / IT / KOSPI / /SW / / : 4
5% /,. 5% /. ( ) 2%. /.,.. 1% 8%. /. / 6~7%, /, / IT / / ( ) / /. 5% /,. /, /.. /, / Mix, Mix, / Mix / Mix ( /, ) No effect : : (,,,,, /,,,,, /SW, ) 5
(Slope) F (Significance F) (Correlation) 1.1..59 1.6..62 1.2..57 1.1..59.83..62 /.8..57.72..58.7..57.7..61.69..5.68..62.64..54.56..47.55..64.54..58 *KOSPI.47..66 /SW.45..5.42..52.41..47.39..48.36.1.43 /.36..57.34..51.34..45.29.1.38 /.28..46.27.1.36.25..45.24..42.24.1.4 IT.21.4.34 /.17.2.34.1.4.3.19.16.25.18.12.23 /.18.6.28 : 1.2 1..8.6.4.2. ( ) ( ) / KOSPI /SW / / IT / / : 6
, LNG,. No effect : :,,, (,,,, IT, ) 7
(Slope) F (Significance F) (Correlation).86.1.54.62.5.46 /.58.1.48 /.51.1.36.49.3.32.86.17.3.82.27.33.81.6.39.81.22.35.79.13.35.73.26.38.73.12.43.7.14.26.6.29.29.58.2.3.57.9.34.55.13.34 /SW.54.12.33.51.44.26.51.9.44 *KOSPI.48.1.39.48.25.28.45.13.22 /.44.2.2.42.42.23.39.2.27.39.12.23 IT.35.13.26.35.34.14.35.32.36.31.32.15 /.26.15.22.25.17.2 /.21.31.2.18.49.27.15.37.15 : 1..9.8.7.6.5.4.3.2.1. / / /SW KOSPI / ( ) ( ) IT / / : 8
, ( ),. Equity Value. : 9
(Slope) F (Significance F) (Correlation) 2.8.1.22.94.2.15 /.92..9.87..12.62..12.55.1.3.55.1.4 / -1.34.5 -.31-1.37.3 -.34 / -1.55.3 -.32-2.4.2 -.48-2.22.1 -.37-2.32.1 -.46-2.33.2 -.37 /SW -2.38.1 -.37-2.43.2 -.39-3.29.1 -.5-3.53. -.52-3.89.1 -.57-4.45.1 -.6 1.89.33.37.46.19.11.2.1.13 / -.25.7.2 -.73.12 -.28 -.92.23 -.9-1.2.33 -.14 *KOSPI -1.8.4 -.19-1.19.22 -.15 IT -1.24.15 -.22-1.53.19 -.24-1.53.34 -.19 / -1.67.1 -.32-2.6.51 -.2-2.21.38 -.24-2.44.8 -.27 : 4 3 2 1-1 -2-3 -4-5 ( ) ( ) / / / /SW / KOSPI IT / : 1
.. : 11
(Slope) F (Significance F) (Correlation) 1.2.23.48.78.9.4.71.21.34 /.71.14.43.67.14.43.66.14.42.44.37.38.42.4.44.41.32.17.38.2.2.3.18.21.29.14.22.29.32.22.21.4.15 /.21.32.24.2.35.17 *KOSPI.17.25.17.11.28.2.1.47.5 /SW.7.15.1.3.78.4.2.61..1.11 -.4 IT -.1.66 -.3 -.1.31 -.7 -.5.55 -.1 / -.7.42 -.13 / -.8.49 -.11 -.1.23 -.15 -.12.21 -.19 -.17.45 -.15 -.2.2 -.18 / -.24.31 -.24 -.26.42 -.22 -.39.9 -.25 -.46.45 -.35 : 1.2 1..8.6.4.2. -.2 -.4 -.6 / / KOSPI /SW IT / ( ) ( ) / / : 12
, (+), Commodity, (+) : 13
14..2.4.6.8 1. 1.2 1.4 1.6 1.8 / /SW IT / / / / Beta :..2.4.6.8 1. 1.2 1.4 1.6 1.8 / KOSPI / / /SW IT / / ( ) ( ) : -.1..1.2.3.4.5 / /SW KOSPI / / IT / / ( ) ( ) :
15
F (Significance F) () P-value () P-value KOSPI. -.73..19.13. -.75.1.21.17. -.33.1.41.17 /. -.44.2.4.28. -1.6..14.11. -1.39..27.28. -.39..38.29..21..67.8. -.78.23.45.4. -.86.1.26.7.2 -.99.22.2.44. -.72..19.8. -1.14.1.6.2. -.44.11.58.14.6 -.5.12.26.19 /. -.54.9.15.24 /. -.83..12.8. -1.21..18.26. -1.73. -.11.46. -1.18..4.51. -1.8. -.1.59.23.43.39.28.17.4 -.14.5.15.33. -1.48..8.42 /.1 -.42.41.13.5. -1.61..5.5. -1.62. -.15.27. -.21.1.37.6. -1.44...71. -.91.4.18.44 /SW. -1.17..7.42 IT. -.42.1.21.3 /.2 -.43.1.1.24.1 -.85.3.12.25.16 -.34.6 -.2.64. -.91. -.2.21 : 16
17-2. -1.5-1. -.5..5 1. IT / / / / KOSPI* / /SW : -.2 -.1..1.2.3.4.5.6.7.8 / IT KOSPI* / / / / /SW : KOSPI / / / / /SW IT / -.2..2.4.6-2. -1.5-1. -.5..5 :. :
[Appendix 1] SK, S-Oil LG, OCI / POSCO,,, / / LS, LS LG, SK,,,,,, STX,,,,, SBS, CJ, KT&G, LG, /, KB, IT /SW IT /,,,, NHN, LG,, SK, KT LG,, * GICS(Global Industry Classification Standard) 18
[Appendix 2] () 1,5 1,4 1,3 1,2 1,1 9 / () () 2,2 1,8 1,6 1,4 1,2 8 '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 : Bloomberg, FnGuide () 1,5 1,4 1,3 1,2 / () () 4,5 4, 3,5 3, () 1,5 1,4 1,3 1,2 / () / () 1,9 1,8 1,7 1,6 1,5 1,1 9 8 2,5 1,5 1,1 9 8 1,4 1,3 1,2 1,1 : Bloomberg, FnGuide : Bloomberg, FnGuide () 1,5 1,4 / () () 8, 7, () 1,5 1,4 / () () 9 8 1,3 1,2 1,1 6, 5, 4, 1,3 1,2 1,1 7 6 5 4 9 3, 9 3 8 8 2 : Bloomberg, FnGuide : Bloomberg, FnGuide 19
(USD/bbl) 16 14 12 1 8 6 4 2 WTI () () '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 2,2 1,8 1,6 1,4 1,2 : Bloomberg, FnGuide (USD/bbl) 16 14 12 1 8 6 4 2 WTI () () 4, 3,5 3, 2,5 1,5 5 (USD/bbl) 16 14 12 1 8 6 4 2 WTI () () 8, 7, 6, 5, 4, 3, : Bloomberg, FnGuide : Bloomberg, FnGuide (USD/bbl) 16 14 12 1 8 6 4 2 WTI () () 6,5 6, 5,5 5, 4,5 4, 3,5 3, 2,5 (USD/bbl) 16 14 12 1 8 6 4 2 WTI () () 1,5 1,4 1,3 1,2 1,1 9 8 : Bloomberg, FnGuide : Bloomberg, FnGuide 2
(%) 6.5 6. 5.5 5. 4.5 4. 3.5 3 () () 2,2 1,8 1,6 1,4 1,2 3. '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 : Bloomberg, FnGuide (%) 6.5 6. 5.5 5. 3 () () 4,5 4, 3,5 (%) 6.5 6. 5.5 5. 3 () () 8, 7, 6, 5, 4.5 4. 3.5 3, 2,5 4.5 4. 3.5 4, 3, 3. 3. : Bloomberg, FnGuide : Bloomberg, FnGuide (%) 6.5 6. 3 () () 4,5 4, (%) 6.5 6. 3 () / () 1,8 5.5 5. 4.5 4. 3,5 3, 2,5 5.5 5. 4.5 4. 1,6 1,4 1,2 3.5 1,5 3.5 3. 3. 8 : Bloomberg, FnGuide : Bloomberg, FnGuide 21
(y-y %) 7 6 5 4 3 2 1 CPI () () 2,2 1,8 1,6 1,4 1,2 '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 : Bloomberg, FnGuide (y-y %) 7 6 5 4 3 2 1 CPI () / () 6, 5, 4, 3, (y-y %) 7 6 5 4 3 2 1 CPI () () 2,5 1,5 5 : Bloomberg, FnGuide : Bloomberg, FnGuide (y-y %) 7 6 CPI () () 8, 7, (y-y %) 7 6 CPI () /SW () 6 5 5 4 3 2 6, 5, 4, 3, 5 4 3 2 4 3 2 1 1 1 : Bloomberg, FnGuide : Bloomberg, FnGuide 22
(USD/oz) 1,1 9 8 7 6 () () 2,2 1,8 1,6 1,4 1,2 5 '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 : Bloomberg, FnGuide (USD/oz) 1,1 9 () () 8, 7, 6, 5, (USD/oz) 1,1 9 () / () 6, 5, 4, 8 4, 8 3, 7 6 3, 7 6 5 5 : Bloomberg, FnGuide : Bloomberg, FnGuide (USD/oz) 1,1 9 8 7 6 5 () () 3 25 2 15 1 5 (USD/oz) 1,1 9 8 7 6 5 () () 9 8 7 6 5 4 3 2 1 : Bloomberg, FnGuide : Bloomberg, FnGuide 23
2,2 1,8 1,6 1,4 1,2 () () 4, 3,5 3, 2,5 1,5 5 2,2 1,8 1,6 1,4 1,2 () () 4,5 4, 3,5 3, 2,5 1,5 8 8 : Bloomberg, FnGuide : Bloomberg, FnGuide 2,2 1,8 () () 4,5 4, 2,2 1,8 () () 34 32 3 1,6 3,5 1,6 28 1,4 3, 1,4 26 1,2 2,5 1,2 24 22 8 8 2 : Bloomberg, FnGuide : Bloomberg, FnGuide 24
1,6 1,5 1,4 1,3 1,2 1,1 9 8 7 6 S&P5 () () '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 2,2 1,8 1,6 1,4 1,2 : Bloomberg, FnGuide 1,6 1,4 1,2 8 S&P5 () () 4,5 4, 3,5 3, 2,5 1,5 1,6 1,4 1,2 8 S&P5 () () 4, 3,5 3, 2,5 1,5 5 6 6 : Bloomberg, FnGuide : Bloomberg, FnGuide 1,6 S&P5 () 34 () 32 1,4 3 1,2 28 26 24 8 22 6 2 1,6 1,4 1,2 8 6 S&P5 () / () 1,9 1,8 1,7 1,6 1,5 1,4 1,3 1,2 1,1 : Bloomberg, FnGuide : Bloomberg, FnGuide 25
7, 6, 5, 4, 3, () () 2,2 1,8 1,6 1,4 1,2 '6.1 '6.4 '6.7 '6.1 '7.1 '7.4 '7.7 '7.1 '8.1 '8.4 '8.7 '8.1 '9.1 '9.4 '9.7 : Bloomberg, FnGuide 7, 6, 5, 4, 3, () () 4, 3,5 3, 2,5 1,5 5 7, 6, 5, 4, 3, () () 8, 7, 6, 5, 4, 3, : Bloomberg, FnGuide : Bloomberg, FnGuide 7, 6, 5, 4, 3, () () 6, 5, 4, 3, 7, 6, 5, 4, 3, () () 2,5 1,5 5 : Bloomberg, FnGuide : Bloomberg, FnGuide 26
[Appendix 3] F F F F F ( ) ( ) ( ) ( ) ( ) A562-1.7..61.3 1.17.11-1.96.22.42.34 A1794 E1 -.55.42.61.1.74.8 1.44..87.24 A7893 GS -1.8..41..63.13-1.28.35.34.13 A1867 SK -.65.19.37.1.66.1.58.2.56.6 A9677 SK -1.56..33.2.55.16-5.3.3 -.14.12 A195 S-Oil -.4.7.1.13.37.8-1.4.22 -.16.29 A1178-1.89..64.2 1.8.12-2.4.3.37.33 A2586 1.48.8.78.3 -.44.57 1.57.27 2.72.2 A665-2.17..6.1.78.33-2.31.44.4.32 A99-2.83..42.28 1.3.2-5.92.28 -.99.46 A4 -.35.2.39.5.18.59 2.14.13.78.16 A443 -.17.1.9.41 -.5.22 2.65.37.5.48 A638 -.34.6.82.1.61.26 2.77.5 1.29.13 A6442-1.1.12.42.1.31.48 -.25.7.36.36 A88-1.7..53.2.81.17-1.4.16.6.7 A983-2.17..43.6.68.41-3.9.8.17.55 A1117-1.24.1.38.4.45.48-1.22.7.29.45 A9337-1.24.5.33.14.4.36-1.87.24.4.28 A6926.48.3.43.2.5.37 4.67.2 1.21.31 A9223 KPX -.99.2.54. 1.2. -.87.12 -.4.8 A5191 LG -.8..42.3.2.31 3.76.1.93.44 A16 OCI.65.1.87.4.32.53 8.6.1 2.31.13 A612 SK -1.38.2.39.9.38.43-1.47.9.65.9 A1179 SKC -1.4..28.4.43.14 -.89.39.17.47 / A113-1.54.25.52.1.34.43.75.3 1.7.1 A224 -.11.6.27.14.28.33 2.12.29.42.27 A841 -.64.33.55.38 1.42.22 -.55.15.76.12 A516.34.8.48.1.17.54 5.11.33 1.5.42 A123-1.33.32.61.1.65.29.9.3.83.13 A1638-1.64..6. 1.17.4-1.67.34 -.8.8 A1462 -.51.7.9..47.49 5.36.1 1.84.2 A143 -.34.3.19.5.46.4.26.64 -.22.43 A5865-1.15..43.4 1.2.4-1.11.43.14.6 A67 -.25.2.22.52 -.8.88 3.35.7 1.19.7 A48 -.35.49.39.14.41.49 1.16.2.88.2 A2316 -.3.1.64..15.75 4.61.15 1.25.27 A367.51.8.32.11 -.2.44 4.26.2.91.39 A1314-1.62.3.39.14.5.1 18.14. 3.16. A147-2.48..34.8 -.34.38 9.52.15 2.7. A42-1.13.48.72..57.17.96. 1.4.4 A152-1.29.1.38.2.57.4-1.23.29 -.1.49 A194 KISCO -1.19.36.51.7.5.27.35.1.85.17 A549 POSCO -.67.4.42.2.41.24 1.6..72.2 A152-2.39..51.7 1.2.18-4.92. -.12.37 A341-2.37..46.15.67.45-3.29.18.45.25 A23 -.79.2.35.3.64.6 -.63.5.28.31 A873 -.62.12 -.16.23.22.37-2.38.34 -.54.19 A415-1.2.1.3.2 1.2. -2.1.16 -.38.18 A33 -.85..23.8.4.33 -.82.53.14.39 27
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value 1.47. 1.48..58.. -1.38.2.38.43 1.. 1.6..43...3.2.65.9 E1 1.6..99..33.2. -.82.1.27.1 GS.71..74..24.4. -.35.22.33.21 SK 1.25. 1.18..29.11. -1.76. -.13.46 SK.49..47..2.84.15 -.36.16.3.68 S-Oil 1.72. 1.69..5.4. -1.54.1.38.32.8.2.49.24.7.75.5 2.7.31 1.36.5 1.98. 2.2..68.1. -1.89..28.28 1.25. 1.72..31.24. -2.8. -.1.5 1.18. 1.16..18.32..2.1.43.37 1.15. 1.27..1.65.2 -.5.2.12.54 1.33. 1.47..51.4.1.56.6.98.6 1.9. 1.19..46.2. -.69.43.32.17 1.78. 1.84..42.4. -1.44.4.3.39 1.78. 1.79..56.1. -2.15..6.31 1.34. 1.53..5.1. -1.7.11.21.45 1.4. 1.12.1.37.14.4-1.11.42.15.38.64..45.7.16.24.3 1.9.17.67.5.81. 1.15..29.5. -.47.27.47.4 KPX 1.42. 1.42..18.31..42..55.12 LG 1.25. 1.44..48.2.2 1.73.4 1.27.2 OCI 1.88. 1.6..32.19.2-1.23.9.19.53 SK 1.14. 1.15..25.14.1 -.9.2.13.36 SKC 1.69. 1.8..51.3.1-1.24.29.34.36.72..7.1.26.1.9.16.6.32.4.66.11 1..5.1.73.25 -.29.36.52.21 1.55. 1.9.4.53.7.11 1.2.22.71.16 1.51. 1.78..52.1. -.92.3.49.45 1.66. 1.77..45.6. -1.22.1.4.8 1.94. 1.89..48.5..44. 1.5.8.62..77. -.5.69.8 -.16.41.17.16 1.18. 1.3..46.1.1 -.89.3.28.29 1.8..99..37.6. -.12..26.6.73..64.2.26.9.1..1.41.37 1.61. 1.55..35.11..41..77.8.74..49.6.19.18.15.99.18.54.23 1.66. 1.39. 1.11..22-2.46.14 -.19.32 2.12. 1.73. 1.46..5-3.63.2 -.37.46 1.5. 1.65..49.1. -.49.1.68.1 1.3. 1.52..16.38.1-1.3.4.21.13 1.71. 1.82..59.1. -.88.9.4.43 KISCO 1.. 1.16..4.. -.35.2.39.41 POSCO 1.75. 1.86..54.2. -2.34..1.32 1.85. 1.77.1.3.44.1-2.35..6.57.78..92..37.. -.55.26.26.26.61..61.1..97.7 -.95.4 -.34.6 1.27. 1.3. -.1.96.2 -.84.9.15.25.7..69..18.11. -.78..1.39 28
F F F F F ( ) ( ) ( ) ( ) ( ) A299-2.23..61.6 1.15.46-3.61.1.39.52 A126-1.53.8 1.44. 1.66.4 5.44.36 1.8.4 A21-2.47..7. 1.14.28-3.36.16.42.36 A474-1.56..39.2.94.8-3.55.1.4.21 A1116-1.93..34.15.92.27-4.3.1.9.1 A285-1.11.42.65..4.5.96. 1.3.7 A1265-2.15..65. 1.64. -4.28..8.5 A278-1.45.1.24.36 -.2.6-1.54.56.65.15 A941-3.39.9 -.21.37.56.5-12.83.4-1.72.13 A1479-2.2..62..71.28-3.2.8.44.25 A72 -.74.18.34.1.28.49.2.2.61.5 A1263-1.63..39.7.8.18-2.78.11.22.55 A636 GS -1.57..68..96.14-1.47.6.7.4 A2132 KCC -1.8..54.2 1..13-2.76.22.42.32 A144-1.73..72.2 1.35.4-1.98.32.48.2 A1359-2.37.1.53.9 -.45.43 23.69.5 3.81.1 A238 KCC -1.4.15.49.1.57.14.41.2.66.12 A1867 LG-1.19.19.5. 1.21. 12.18. 2.7. A626 LS -.24.1.42.9.2.95 3.26.6 1.1.23 A112 LS -.11..28.5 -.28.43 2.19.3.79.22 A15 -.75.23.69.14.66.34 3.52.1 1.42.25 A1688-1.59..52.1.83.12-2.83.7.43.4 A48 -.47.1.69.1.17.48 5.38.7 1.71.5 A355 LG -.31.5.58..41.22 2.1.1.81.36 A36 SK -.81.43.48.3.4.54.94..86.11 A174 SK-2.25..42.6 1.11.5-4.52.11 -.79.11 A8924-1.94..5.17 1..7-2.5.38.3.14 A113 S&C -4.7 N/A -3.46 N/A -18.15. 93.36 N/A 1.66 N/A A4267-1.82..49.12.99.14-2.8.48.35.29 A342 -.89.38.58.9.67.18 2.12.2 1.21.6 A8365 -.81.9.6.12 -.83.47 1.6.61.23.48 A919 -.45.12.17.39.3.45 1.55.12.49.32 A18 -.78.24.61.15.67.3 2.49.8 1.12.37 A4449.18..61.5.6.56 6.55.6 1.75.3 A8948-1.38.3.61..54.27 -.32.34.87.4 A1168 5.16.21.1..16. -11.23. -2.33.31 A178 -.99.2.37.6.81.16-2.4.9 -.3.78 A475-1.94..43.1.63.26-2.48.6.41.6 A83 -.68.4.52.1.49.22 1.8..85.13 A1176-1.83.1.53.4.49.45-1.1.61.63.36 A125 GS -1.82.12.89..64.33.36.7.78.4 A112 LG -1...31.4.38.16-1.17.34.8.36 A4266-2.1..56.2 1.9.15-2.76.9.13.53 A114-1.13.16.47.2.53.2.55.5.57.23 A9723-2.27..44.7.48.7-9.25.7 -.5.5 A348-2.27..44.9 1.13.3-4.7.2 -.28.41 A162-1.16.1.47.14.59.51.26.1.7.31 A954 -.97.43.64.4.62.43 1.76. 1.18.8 A5366-1.12.22.66..39.42 2.82.2 1.8.14 A1181 STX -1.76.6 1.7. 1.5.19.2.1 1.3.3 A7797 STX -1.98..75.1.99.3-1.12.8.6.34 A7197 STX 2.7. -.85.11 -.99. -16.8. -2.72.49 A6725 STX-1.61.1.75.1 1.36.19-1.99.37.19.43 29
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value 1.86. 1.46..44.12. -2...26.43 2.66. 3.16..34.47. -.8.1 1.52.4 1.98. 2.14..63.. -2.18..33.33 1.26. 1.27..21.21. -1.41.1.12.34 1.57. 1.45..35.9. -1.98. -.2.64 1.55. 1.66..34.9. -.56.6.59.8 1.39. 1.49..44.2. -1.81..32.4 1.24.1 1.26.3.17.6.2-1.55.4 -.1.22 1.5.18.94.33 -.11.83.21-4.24.12-1.5.5 1.8. 1.74..41.1. -1.88..3.12 1.27. 1.2..21.19.1 -.53.17.27.48 1.53. 1.61..39.3. -1.55..12.38 1.57. 1.7..41.2. -1.1.9.5.8 GS 1.43. 1.38..46.3. -1.55..26.28 KCC 1.71. 1.55..35.13. -1.27.3.52.27 2.5. 1.47. 1.25..2-3.39.13 -.24.43 1.17. 1.4..44.1. -.68.21.4.24 KCC -.76.11 1.9. -.77..38 -.6.75.46.42 LG 1.42. 1.3..41.3.1.17..51.49 LS.78..76..19.2..21.1.36.21 LS 1.71. 1.69..46.5. -.2..72.32 1.48. 1.33..24.3.1-1.28.2.29.12 1.64. 1.84..55.1..26..81.8 1.25. 1.19..23.14..32.2.67.2 LG 1.19. 1.11..48.. -.45.6.44.42 SK.75.5 1.38..18.49. -2.17.1.2.25 SK.71.12 1.43.1.21.51.3-1.63.3.19.38 N/A N/A N/A N/A N/A N/A N/A. N/A. N/A S&C 1.63. 1.76..47.3. -1.7..21.2 1.46. 1.46..41.5. -.46.1.55.36 1.64. 1.34.4.6.86.16 -.77.22 -.4.44 1.18..82.4.46.4.2 -.3.11.16.55 1.44. 1.24.2.22.45.2 -.3.1.61.43 1.24. 1.36..51.2.1.9.1.85.3 1.64. 1.61..41.11. -.84.5.49.6-1.41.1 2.4. -.2.29.21 4.17.5.46.49.98..86..43.1.5 -.76.8.23.22 1.45. 1.51..2.34. -1.82..12.35 1.21. 1.25..26.7. -.23.1.52.21 1.46. 1.43.2.36.31.1-1.52.4.28.29 1.26.3 1.65.2.74.6.1-1.2.53.73.4 GS 1.14. 1.18..1.55. -.75.2.19.31 LG 1.8. 1.93..39.8. -1.89..24.38 1.48. 1.48..38.5. -.82.3.36.3 1.43. 1.37..55.3. -2.79. -.31.34 1.54. 1.42..51.4. -2.25..2.89 1.19. 1.35..46.1. -.92.47.34.25 1.3. 1.37..47.1. -.48.5.6.48 1.81. 1.88..41.11. -.55..61.12 2.8. 2...66.1. -.89.4.94.9 STX 2.4. 2.7..62.1. -1.53.1.5.25 STX 1.99. 2.86. -.54..52.55.46 -.5.59 STX 1.62. 1.55..52.3.1-1.7.8.56.12 STX 3
F F F F F ( ) ( ) ( ) ( ) ( ) A1245 -.59.36.39.5 -.9.8.65..61.46 A1275 -.11.5.29..24.17 1..22.28.49 A349 -.93.3.28.47.55.28 -.61.2.42.32 A256-1.74..19.34.8.33-4.35. -.39.42 A588-1.34.44 1.11. 1.27.23 2.61.1 1.49.14 A7-1.7..53.1.88.49-2.64.15.16.64 A112 -.29.28.41.18.46.43 1.88.6.81.2 A2867 STX -.62. -1.6.7-3.42. 8.2.31 3.67.3 A8628 -.1.3.42.1.3.52 2.72.36.58.49 A12 -.1.96.12.42.25.21.45.24.28.17 A673 -.19.61.21.48.46.46.6.61.1.29 A436 -.32.24.26.2.3.38 1.8.15.38.43 A232 -.53.18.18.3.42.32 -.7.22.18.47 /A7324-2.38..36.5 1.3.12-6.15.3 -.82.38 A27 -.89.2.22.32.64.5-2.4.4 -.61.22 A235-3.98.7.8.89 2.4.23-13.4.5-1.4.19 A455-3.6..83.1 2.8.3-6.5.1 -.57.41 A968-3.84.6.3.3 1.7.12-14.12. -.96.26 A1575-1.12..4.1.79.1-1.86.16 -.38.17 A449 1.5.6.23.35 -.75.16 8.1.21 1.37.3 A362-3.8..63.2 1.84.5-8.64.1 -.79.28 A24 -.46.29.14.16.32.9 -.6.8.3.16 A1888 -.52.4.16.22.41.4 -.75.42 -.26.18 A1233 -.13.4.15.19.19.41.21.27 -.11.15 A538 -.7.2.31..49.3-1.52.11 -.15.48 A6496 S&T -2.17..86. 1.66.1-3.2.13.9.74 A357 S&T -.46.13.71.4.14.63 4.25.12 1.71.12 / A5-1.94..47.1.96.5-3.32.3.6.34 A187-7.1. 2.1. 2.31.22 45.94. 2.64.49 A11177-11.13. -.6. -.82. -1,453.77..39. A997 -.17.2.36.8.25.31 2.54.2.87.5 A8 -.38.38.9.28 1.14.39 -.9.69 -.25.69 A2124 -.34.25.21.3.22.24.64.18.37.1 A13 -.39.48.33.2.49.3.39.3.13.11 A22 -.28.1.42.6.25.56 3.68.9.9.43 A324 -.44.31.14.33.47.42.28.16.12.21 A168 -.58.1.11.18.21.29-1.19.17 -.6.19 A924 -.49.4.21.1.31.9.15.26.15.31 A2-1.39..15.27.52.19-3.43.4 -.2.4 A935 LG -1...39..64.6-1.94.5 -.19.44 A68 LS.8.4 1.5.3.45.56 5.85.9 2.14.17 A3525-1.26..32.4.71.8-1.99.5 -.4.45 A1968-6.29. 1.67. 4.16.6-14.74.1-1.2.5 A3235-1.71.1.82.1 1.9.11-1.86.28.99.7 A7287 -.58.17.64.2.19.62 2.71. 1.39.7 A3144-1.3..26.17.63.12-1.97.45.39.19 A9572-1.21..33.2.19.51 -.6.66.6.7 A6728-1.43..43.19.61.31-3.69.4.1.81 A3423 -.78.2 -.6.59..16-2.64.16 -.4.41 A3913-2.17..27.17.63.21-6.5. -.26.7 A877-1.14.2.58..72.9 -.47.2.64.3 31
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value 1.17..99.1.34.13.4 -.24.12.38.21.52..48..3.73..24.22.34.1.84..79..38.1. -.89.34.15.2 1.. 1.3..33.2. -1.93. -.16.1 1.69. 1.97..73.. -.37.1 1.1.9 1.37. 1.46..38.4. -1.44..28.26.66.1.67.4.34.6.1.9.6.46.46 2.75. 2.19.2 1.41.5.1-3.17.46-1.58.2 STX 1.7..95.1.9.65.2.56.19.56.3.31.6.12.55.6.58.5.11.6.14.43.29.69.44.62.28.56.56..47.23.51 1.2..92..13.46.1 -.1.6.27.5.99..9..15.39.14 -.45.48.11.41 1.39. 1.61..24.18. -2.46. -.9.51 1.4. 1.18. -.18.31.2 -.73.16.8.25.87.27.81.4 1.4.1.13-4.8.5 -.86.23 2.6. 2.47..53.6. -2.7..33.12.81.16.95.18.7.7.4-4.5.2 -.57.7 1.39. 1.52..4.83. -.79.7.27.12.94..96.2.9.69.12 1.58.15.59.24 2.4. 2.46..34.2. -2.91..8.21.78..9..8.52.9 -.39.41.8.51.81..88. -.5.72.3 -.37.2.1.4.72..69. -.2.87.22.8.58.17.12.97..98. -.5.72. -.4.19.24.5 1.95. 2.15..46.8. -1.55..6.2 S&T 1.74. 1.36.6.37.36.4.37.17.83.9 S&T 1.19. 1.42..61.. -1.78..17.34 2.75.1 6.81. -.25.72.7-6.27.12.96.51-2.76 N/A -1.37 N/A -2.92. N/A 1.1 N/A -.48 N/A 1.14. 1.35..29.14.2.21.2.44.34 1.11.12.59.5.27.57.42 -.49.56 -.1.44.71..71..6.63.2 -.15.5.19.18.87..86..3.8.2 -.7.12.33.9 1.63. 1.58..25.22..15..5.39.65.2.66.4.6.73.12 -.46.45.7.12.46.1.47.2..97.4 -.56.4.1.58.5..78. -.3.78. -.32.12.17.13 1.4. 1.6..22.13. -1.51. -.13.42.97..99..16.25. -.68.2.26.6 LG 1.34.2 1.7.2.59.14.5 1.33.14 1.37.13 LS.89. 1...29.5. -1.16..12.46 2.67. 3.51..71.9. -5.54..63.2 1.63. 1.38.1.19.52. -1.3.44.67.13 1.15. 1.16..44.1....69.32.99. 1.12..53.. -1.3..4.3 1.3. 1.27..38.5. -.98.28.16.47 1.28. 1.6.1.4.88.5-1.26.2.2.37.6..47.4.17.18.2-1.4.1 -.25.6 1.17. 1.1..52.. -2.34. -.17.31.99..91..33.5. -.69.47.47.7 32
F F F F F ( ) ( ) ( ) ( ) ( ) A4571-2.47..24.23 1.3.14-8.53.1-1.35.18 A3 -.78..22.5.45.4 -.7.28.1.37 A5332-2.4.16.8.7.97.27 -.5.82.32.47 A4389 -.54.32.11.25.5.13-2.23.18 -.21.16 A7916 CJ CGV -.31.26 -.1.6.7.37-1.25.14 -.27.13 A3412 SBS -1.46..33.5.76.15-2.69.5.25.2 A116 SBS -.7..49.32 1.57.49-3.47.46-2.83.34 A41-1.81..18.46.47.3-4.6.23 -.22.6 A2353-1.8..34.1.79.7-3.67.2 -.37.46 A417 -.78..21.8.44.9 -.89.3.13.38 A358 -.84.9..32.37.42-3.5.3 -.32.19 A6996-1.14..35..46.23-1.21.4.21.45 A544 H&S -.98.1.25.15.66.9-1.62.22.13.62 A3576 CJ -1.42..26.42.28.44-2.2.47 -.22.12 A2815 GS -1.15..14.45.57.4-2.46.39 -.42.46 A392-1.5..33.1.75.17-3.8..3.4 A437 -.22.24 -.13.4.1.42 -.67.18 -.26.45 A7271 -.9..12.14.45.11-2.12.5 -.22.38 A168-2...36.3 1.2.7-4.89.4 -.34.4 A2696 -.1.3.6.42.8.36.76.5.13.38 A64.28.1.46.5.5.53 4.77.19 1.31.8 A227-1.6..26.8.47.32-1.27.26.7.8 A499 -.6.1.5.32.26.48-1.6.13.4.4 A53-1.7..13.21.22.9-2.31.8 -.11.1 A599-1.97..11.52.65.4-5.46. -.62.43 A518 -.14.55 -.9.46 -.11.41 -.23.41 -.19.18 A7-1.17..24.3.71.3-3.1.1 -.18.11 A731 -.2.6.22.6.3.11.77.19.16.26 A18-1.13..2.9.72.1-2.26.14 -.28.46 A8. 1.. 1.. 1.. 1.. N/A A1315 -.63..14.19.41.4-3.74.28 -.88. A14-3.48..8.1 2.22.7-1.46. -.5.3 A14 CJ -2.31..23.23.95.24-6.7.3 -.75.4 A9795 CJ-1.63..41.2.61.47-5.9.1 -.21.26 A3378 KT&G.18.21.18.11.15.37 1.89.33.42.4 A943 -.19.9.9.27.18.31.51.5.1.6 A279-1.61.1.8.7.74.19-4.57.26 -.85.28 A519 LG.3.2.41.1.7.51 3.73.1 1.1.19 A628 -.74.9 -.19.45 -.31.41 1.15.4.7.59 / A628.31.9.17.26.15.24 2.44.15.54.4 A525 -.57.5.31.8.62.3 -.67.4.3.17 A39-1.15..46.7.8.13-1.24.18.44.14 A6962 -.91.7.41.1.52.3 -.22.1.7.2 A64 -.15.17.17.39.28.22.79.14.23.33 A3 -.85.4.33.31.51.42-1.46.39.48.7 A6827.69.6 -.5.14 -.72.7 6.56.5.49.5 A319 -.68.56 -.46.47-1.3.37 -.23.59.54.26 A6693 -.61.11.3.9 -.4.32.51.12.6.13 A1.3.12.8.47.14.42.99.31.19.36 A757-1.68.1.62.9 1.28.7-2.86.38 -.22.35 A163 -.9.22 -.4.34.42.21-4.4.26 -.65.37 A4196 -.14.6.52.8.48.36 3.3.32.84.42 A893 -.52.7.18.26.29.29 -.73.43.25.2 A6887 LG-.57.4.27.2.17.47.9.15.47.2 33
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value 1.4. 1.47..45.2. -2.76. -.31.42.9..97..7.54. -.7.4.11.45 2.52.1 3.38.1 -.3.67.11-1.79.43.53.25.32.8.13.56.12.31.26 -.49.47.1.2.28.1.17.42 -.6.59.7 -.31.45 -.8.3 CJ CGV 1.9..97..4.83. -1.38..9.45 SBS -.4.42 -.73.16 -.68.1.15.33.37.43.6 SBS 1.7. 1.37.1.16.59.1-1.91.1 -.17.33 1.19. 1.48..29.4. -1.78..2.74.71..87..21.3. -.72..9.29 1.21..93.2.23.31.19 -.97.15 -.18.38 1.27. 1.29..19.22. -.94..19.14 1.38. 1.28..34.7.4 -.9.2.9.52 H&S 1.41. 1.39. -.1.63. -1.31..3.13 CJ 1.15. 1.19..6.68. -1.18. -.8.29 GS.84..98..28.1. -1.43..7.35.11.42.1.55 -.8.42.25 -.4.13 -.2.22.4..54..15.8. -.94. -.6.49 1.31. 1.31..16.33. -1.96...21.6..52. -.1.94.9 -.3.7.7.39.82..84.1.9.62.2.86.3.67.27 1.3. 1.12..45.. -1...1.33.49..44.4. 1..1 -.73. -.7.2.61..64..22.7. -1.14. -.8.4.97. 1.1..37.3. -2.28. -.31.15.29.5.29.12.5.62.22 -.27.16 -.13.25.7..61..3.1. -1.1.1.3.16.62..62..6.64.4.1.5.24.26.86..96..13.37. -1.1.1..25. N/A. N/A. N/A N/A. N/A. N/A.35.2.46. -.7.63.21 -.25.51.1.45 1.29. 1.12.4.71.2. -3.22.3.17.56 1.32. 1.43..24.24. -2.53. -.24.34 CJ 1.3. 1.14..38.3. -1.56..4.42 CJ.14.2.25.7 -.1.89.23.43.39.28.17 KT&G.51..62..15.15.11 -.11.6.9.52.91.1 1.25..26.3.2-1.86.1 -.25.3.55..68..23.6.1.85.15.6.4 LG.6.32 1.9.13.17.67.16-1.21.14 -.35.34.79..7.1 -.3.83.2.57.15.31.39.86..75.1.2.9.7 -.33.56.26.26 1.23. 1.1..22.28.1 -.87.1.32.4.91..86..13.4. -.67.31.32.33.52.1.42.9 -.8.56.16 -.2.7.18.33.85..61.4.28.1.1 -.7.8.21.36.81.14.69.3 -.33.37.13.9.15.17.56 1.2.18.64.49.93.6.23-1.33.25 -.67.26 1.46. 1.15..11.63.2 -.34.3.27.24.48..39.4 -.7.52.19.1.9.12.23 1.49. 1.48.1.72.2.2-1.33.5.4.4.8..53.5 -.8.61.33-1.8.33 -.26.3 1.2.1.94.7 -.9.75.9.44.11.65.24.68..45.12.1.53.16 -.43.2.11.48 1.8..83..18.21.1 -.34.13.23.14 LG 34
F F F F F ( ) ( ) ( ) ( ) ( ) A2411-2.17..44.2.95.25-4.23.1 -.16.16 A527-1.81..38.1.87.4-4.4. -.27.3 A528-1.7..51. 1.1.3-3.8. -.22.43 A5555-1.45..35.2.78.16-2.71.1 -.7.38 A494-1.82..51..92.14-3.21.1 -.12.24 A53-2.32..44.1.96.36-5.28. -.28.12 A635-1.23..1.46.62.19-3.1.7 -.43.31 A8679-1.94..42..84.27-4.34. -.21.8 A1556 KB -3.5..47.1.5.16 5.32. 1.12.9 A2978-1.29..25.6.37.42-4.33. -.48.16 A3366-2.76.5.65..65.3 8.86.17.75.1 A583-1.72..67..99.3-1.25.6.52.17 A4 -.3.11.71.16.6.48 2.53.26 1.73.2 A6-2.7.4.61.12 1.52.18-3.34.49 -.23.25 A81 -.18.14.28.2.31.14 1.11.2.38.34 A369 -.84..12.15.19.34 -.72.36.1.67 A37-1.53.4.75.3 1.19.12 -.89.6.57.34 A145 -.88.28.52..59.6.27.1.54.17 A54-1.53..42.2.67.48-2.9.12.27.11 A255 LIG-.98.2.49..86.1 -.34.7.39.14 A8898 -.81..11.25.44.16-2.36.4 -.29.45 A948 1-1.15..47..93.2-4.62.4 -.36.15 A3483 -.97.2.31.23.5.48-1.45.53.17.51 A361-1.38..54.6.76.42-1.58.21.47.17 /SW A354-1.21..25.6.58.28-2.5.8.11.1 A68-1.11.1.27.1.1.21 -.55.16.38.16 A1661-2.7..19.34.78.39-4.6.3 -.33.22 A347-2.17..61..59.43-2.88.29.54.22 A856-3.6.12.64.2 2.14.43-14.1. -1.25.4 A3762-1.3.14.49.7.51.43.2.8.75.1 A127 -.8.38.51.1.49.26.82.2.67.24 A1636 -.35.43.26.8.25.37.4.1.28.47 A172-1.9..41.3.92.1-1.41.29.27.34 A594-1.26..29.4.41.44-1.81.14.8.13 A12 -.92.9.19.32.56.33-2.31.9 -.13.55 A782-2.15..54.2.89.38-6.59.7 -.24.9 A3949 -.57.49.11.52.5.82.3.11.39.47 A715-1.64..37.5.87.8-2.45.7.12.56 A353-1.46.1.28.16.78.14-2.53.12..48 A345-1.35..24.17.23.27-1.5.4.23.56 A15 HMC-.15.1.47.11 -.31.5 3.97.23 1.36.5 A321 KTB-2.17..57.7 1.16.11-2.65.21.25.54 A1642 NH-1.64.2.19.4.44.5-4.57.6 -.21.14 A151 SK -.6.43.54.3.38.46 1.24.5.69.46 A9566-1.92.4.6.83.7.42-7.75.38-1.71.48 A2359-1.33..22.3.34.45-1.67.34.25.43 A3572-2.17..63. 1.1.8-2.69.17.41.4 A3657 -.25.2 -.19.33 -.69.34 1.58.36 -.2.43 A412-1.32.8..36 -.13.46 -.73.66 -.12.46 A221-1.54.22.3.93.91.47-6.3.46-1.68.14 A3715 CJ -1.27.1.1.48.1.59-3.22.18 -.2.1 A3542 NHN -.9.6.31.16.54.24-2.3.16.12.53 A6627 SK -2.74..68.3 1.46.12-4.5.5.41.17 35
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value 1.57. 2.1..33.1. -2.11..7.5 1.39. 1.63..2.22. -1.7..8.54 1.37. 1.59..26.1. -1.43..25.4 1.9. 1.31..13.33. -1.36..11.5 1.21. 1.63..25.12. -1.57..23.4 1.57. 1.81..26.19. -2.29..2.79.76..71..6.65. -1.41. -.15.9 1.13. 1.4..2.19. -1.83..8.3 2.15. 1.62..4.2.1-2.93..5.76 KB 1.7. 1.22..17.28. -1.42. -.9.44 4.39. 1.89. -.54..42-1.1.72.6.28 1.57. 1.69..47.1. -1.29.8.46.12 2.39. 1.46.6.23.6.13.43.1.85.38 1.81.2 1.61.1.44.42.1-1.7.13.31.46.72..79..5.61.2.11.7.32.11.78..77..13.32. -.87. -.2.85 1.86. 1.89..61.2. -1..45.6.29 1.6. 1.1..17.22. -.44.1.47.4 1.27. 1.4..17.4. -1.34..2.31 1.25. 1.23..23.19. -.57.48.41.5 LIG.38..57..15.4.1 -.87. -.6.24.5..57.. 1.. -.8.19.25.1 1.9..94.1.32.12.6 -.85.4.16.41 1.4. 1.16..55.1. -1.6.7.37.4 1.14..83..9.59. -1.16..5.67 1.43. 1.18..18.33.1-1.4.1.11.41 1.55. 1.54..49.2. -2.31. -.23.23 1.83. 1.71..45.5. -1.88..29.19 2.8. 1.47.3.64.9.23-3.63.21 -.1.36 1.24. 1.18..18.38. -.71.13.39.5 1.2. 1.15..34.6. -.37.5.47.16 1.8..84...98.8 -.12.12.25.26.98. 1.4..4.1.1 -.84.2.27.26 1.36. 1.18..9.66. -1.17.1.9.42 1.1..81.4.1.66.21 -.91.11.2.73 1.9..96.1.13.59.1-2.6.1.7.69 1.37..81.8.16.53.26 -.63.36.2.23 1.43. 1.43..32.7. -1.56..1.46 1.76. 1.33..39.9.2-1.43.1.2.9 1.5. 1.18..22.3. -1.37..1.45.95.1.8.7.24.32.3.34.2.59.41 HMC 1.99. 2.3..36.14. -2.1..24.28 KTB 1.73. 1.27.1.8.76.6-1.73.4 -.13.42 NH 1.42..95.2.43.6.3 -.7.11.55.13 SK 1.84. 1.28.4.55.18.22-3.43.1 -.95.33 1.63. 1.4..41.7.1-1.39.2 -.1.38 1.39. 1.59..37.6. -1.88..31.17 1.13. 1.6.1.21.35.4 -.5.9 -.25.29 1.66. 1.56..26.41.5-1.57.3 -.26.38 1.54.3 1.17.17 -.39.42.37-1.84.21 -.32.52.91..66.8.19.35.4-1.51.2 -.27.36 CJ.79.3.63.16.5.4.11 -.73.22.19.44 NHN 1.95. 1.79..59.8. -2.49..24.33 SK 36
F F F F F ( ) ( ) ( ) ( ) ( ) IT A86-1.44.1.1.5.37.23-5.3.4 -.85.28 A9169-1.14.8.29.15.13.39-4.66.17-1.9.11 A915..4.16.23 -.4.47.17.1.36.44 A64 SDI -.32.6.21.2.8.41.5.62.14.54 A9484-1.4.2.29.37 -.38.38 16.51.8 1.77.14 A2953 -.4.16.17.1.37.4..2.12.49 A972 -.53.19.23.4.62..5.57 -.1.96 A8566 -.5.94 -.81.7-1.26.19 -.61.9 -.81.31 A672 KH.2.23.1.23.14.13.65.73 -.8.71 A117 LG -.49.49.21.36 -.27.3 24.33.11 2.61.8 A6657 LG.6.8.45..17.54 1.75.12.55.39 / A3364-1.45.3.11.32.29.56-4.33.25 -.41.17 A7736-4.5..26.44 1.5.4-1.88. -.84.14 A593 -.35.6.13.6.9.54 -.88.16 -.3.55 A3649.27..69.1..57 6.39.2 1.43.48 A3693 -.84.21.49.11.79.12 -.3.3.58.36 A3683-1.7.1.44.2.94.1-1.48.36.31.25 A66-2.42..6. 1.44.3-5.92.2 -.54.28 A121 -.86.4.2.24.5.88-2.8.32 -.2.7 A386 -.63.39.19.51 -.1.31 -.43.46.54.2 A4689 -.58.46..53.23.71-3.9.19.18.15 A5619 -.86.34.61..71.5.99.6.76.1 A3655-1.56.1.7. 1.3.4-2.48.33.31.46 A6697 1.25.2.17.52 -.98.22 7.64.7.87.22 A8285 -.55.42 -.5.49.9.81-2.44.44 -.67.25 A3422 LG -.82.4.28.6.44.46-2.25.2.11.2 A32 KT -.46.1.13.11.21.47 -.9.6.9.61 A1594 LG -.32.23.9.39.17.49 -.16.31..44 A3264 LG -.21.4 -.4.68 -.3.88 -.11.91 -.15.48 A4582 LG -.99..21..31.3-1.3.25 -.75. A3363 SK -.95.5.35.25.48.48.18.3.43.38 A1767 SK -.6.41 -.3.51.14.35 -.36.44 -.12.27 A2687 -.61.3.28.7.73. -.26.17.9.33 A1535 -.61..14.14.47.2-1.11.6 -.5.65 A469 -.9.1.29.26.62.17 -.62.1.23.46 A1739 -.88..35.6.77.2 -.93.14.15.5 A3646 -.48.26.48.1.58.7 1.36.5.69.13 A1576 -.99..4.6.3.49-2.17.5 -.21.33 A516 KPS.44.9 -.8.3 -.3.6 6.94.9.2.14 37
( ) F ( ) F ( ) F + F ( ) P-value ( ) P-value.95..91. -.2.89.3-1.71.2 -.32.44 1.76. 1.39..23.45.26-1.36.28 -.12.33.86..6.3.6.7.31.21.48.2.2.91..94. -.19.25.4 -.8.8.22.12 SDI.9.3.84.4.78.4.53-1.46.43 -.5.56.66..65..16.17.5 -.28.42.13.35.61.1.65.2 -.5.76.4 -.35.44.18.21.42.36 -.28.61.11.71.12-1.3.2-1.1.5 1.27..89.3.14.55.22.26.55.16.48 KH.81..65..54.1.49 -.83.65..38 LG.98..8..2.91.1.66.43.59.1 LG 1.71. 1.5.3.17.53.5-1.53.1 -.18.19 1.61. 1.9..31.36. -4.6. -.57.14.66..52...97.8 -.24.23.9.24 1.47. 1.45..29.21. 1.16.4.97.5 1.7. 1.47..36.13.5 -.47.29.43.39.94. 1.7..18.31.1 -.76.6.31.11 1.55. 1.58..33.15. -2.13.1.2.51 1.24..89.1.12.54.1 -.96.1 -.16.28 1.16..96.4.1.98.6 -.46.55.11.67 1.46..39.53.52.13.43 -.64.46 -.14.33 1.24. 1.25..3.9. -.32.1.58.9 1.64. 1.41..44.9. -.94.17.53.1.76.4.44.34 -.33.2.13 1.81.46.55.8 1.14..48.33.1.71.45 -.67.5 -.19.36.9..69.1.25.9.7 -.65.11.16.21 LG.37..37.1.1.88.3 -.41.2.6.44 KT.77..66.1.2.91.45 -.27.36.4.71 LG.3.14.35.15 -.2.86.47 -.32.27 -.1.38 LG 1.3..91..7.64.16 -.79.35.17.28 LG.21.42.61.5.29.9.2 -.8.29.23.28 SK.16.25.15.35.8.37.35 -.13.43 -.5.45 SK.74..77..18.15.2 -.42.41.21.37.54..57..12.17.1 -.58..4.41.85..95..24.11. -.81.24.16.15.74..92..24.5. -.69.8.24.48.76..91..7.61. -.3.1.5.16.66..8..18.8. -1.17. -.16.4.32.5.43.1.8.55.23.9.37.23.22 KPS 38