13526 06. 080908030708A050907 0300090500030700030105 07090805070805 030503090109 0905 ﾁ030709 030909050107080507 0709080507080507 2003, 20(5):526ｨC531 APPLIED MEDICAL RESEARCH ARCHIVES OF HELLENIC MEDICINE 2003, 20(5):526ｨC531...... 0602ｨｴ0908ｨ 00ｨｴｨｪ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ06ｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ 06. 08ｨ 0007ｨｮ000509ｨ ｨｰ... 08ｨｬ07ｨｬｨ 0107ｨｮ0405020100ｨｦｨｺ07ｨｰ, 04ｨ ｨｪ0208ｨｦｨｮ0007ｨｬｨｦ07 09ｨｨ04ｨｪ06ｨｪ 0002 0004ｨｪ 0202ｨ 09ｨｬ070007 0004ｨｰ ｨｨ02ｨｴ0908ｨ ｨｰ 00ｨｴｨｪ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ06ｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ ｨｮ0007 ﾂ060907 0004ｨｰ 01000208ｨ ｨｰ 0208ｨｦ ﾂ02ｨｦ09020800ｨ ｨｦ ｨｪｨ 0107ｨｨ0705ｨｪ ｨ 08ｨ ｨｪ0007ｨｮ02ｨｦｨｰ ｨｮ02 01ｨｦ05020709ｨ ｨｮ 04ｨｬｨ ｨｪ00ｨｦｨｺ05 080907090507ｨｬｨ 00ｨ, ｨｹ08ｨｴｨｰ 0807ｨｦｨ 04 01ｨｦ0201ｨｺ0908ｨｪ04ｨｮ04 00ｨｴｨｪ ｨｮ01ｨｪｨｦｨｮ00ｨｴｨｮ06ｨｪ ｨ ｨｦ00ｨｦ06ｨｪ 02ｨｬ 0205ｨｪｨｦｨｮ04ｨｰ 02ｨｪｨｹｨｰ ｨｪ07ｨｮ07ｨｬｨ 0007ｨｰ. 01ｨｦｨ ｨｪｨ 0809ｨ 00ｨｬｨ 00070807ｨｦ04ｨｨ0705ｨｪ ｨ 010006ｨｰ 07ｨｦ 0208ｨｦ01ｨｦ060602 ｨｦｨｰ, 0008ｨｪ07ｨｪ00ｨ ｨｦ 01ｨｦ0502070902ｨｰ 010807ｨｨ06ｨｮ02ｨｦｨｰ 00ｨｦｨ 00ｨｦｨｰ ｨｦ01ｨｦｨｹ00040002ｨｰ 080701 06 ﾂ0701ｨｪ 07ｨｦ ｨｬ07ｨｪ050102ｨｰ 02ｨｪｨｹｨｰ 080504ｨｨ01ｨｮｨｬ0705. 0807 ｨｮ05ｨｪ070507 ｨ 010006ｨｪ 00ｨｴｨｪ 010807ｨｨ06ｨｮ02ｨｴｨｪ 07ｨｪ07ｨｬ05030200ｨ ｨｦ 0108ｨｹ0102ｨｦ00ｨｬｨ. 01ｨｦｨ ｨｪｨ 02ｨｺ0209ｨ ｨｮ000208 0807ｨｮ0700ｨｦｨｺ05 0007 ｨｮ05ｨｪ070507 ｨ 010006ｨｪ 00ｨｴｨｪ 010807ｨｨ06ｨｮ02ｨｴｨｪ, 070908030200ｨ ｨｦ ｨｬｨｦｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 020608ｨｮｨｴｨｮ04 07 06ｨｪｨ ｨｮ05ｨｪ070507 0206ｨｦｨｮ06ｨｮ02ｨｴｨｪ 080701 07ｨｪ07ｨｬ05030200ｨ ｨｦ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ ｨｺｨ ｨｦ ｨｬ02 0007 0708070807 02ｨｺ020905030200ｨ ｨｦ ｨ ｨｺ09ｨｦ0906ｨｰ 07 0009ｨｹ0807ｨｰ ｨｬ02 00 07ｨｪ 0708070807 ｨｬ0200ｨ 090505050200ｨ ｨｦ 06ｨｪｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ 00ｨｴｨｪ ｨｬ07ｨｪ0501ｨｴｨｪ 000701 080504ｨｨ01ｨｮｨｬ 0705, ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 0905050507ｨｪ00ｨ ｨｦ ｨｮ0100ｨｺ02ｨｺ09ｨｦｨｬ06ｨｪｨ 050505ｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 000701ｨｰ. 0700 ｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 01080509 ﾂ02ｨｦ ｨｪ0002000209ｨｬｨｦｨｪｨｦｨｮ00ｨｦｨｺ07 ｨｮ ﾂ06ｨｮ04 ｨｬ0200ｨ 0605 00ｨｴｨｪ ｨｬ0200ｨ 0905040006ｨｪ, 01080509 ﾂ02ｨｦ 010405ｨ 0107 ｨ ｨｺ09ｨｦ0907ｨｰ ｨｮ ﾂ06ｨｮ04 ｨｬ0200ｨ 0605 ｨ ｨｦ00ｨｦｨ 000705 ｨｺｨ ｨｦ ｨ ｨｦ0008ｨｴｨｪ ｨｺ ｨ ｨｦ, 020807ｨｬ06ｨｪｨｴｨｰ, ｨ ｨｪｨ 02060907ｨｪ00ｨ ｨｦ ｨｮ02 0201ｨｮｨｦｨｺ05 02ｨ ｨｦｨｪｨｹｨｬ02ｨｪｨ. 03ｨｺ00ｨｹｨｰ ｨ 08ｨｹ 00ｨ 0201ｨｮｨｦｨｺ05, 01 080509- ﾂ0701ｨｪ ｨｺｨ ｨｦ 00ｨ 0001 ﾂｨ 08ｨ 02ｨ ｨｦｨｪｨｹｨｬ02ｨｪｨ, 00ｨ 07080708ｨ 0102ｨｪ ｨｬ0807090705ｨｪ ｨｪｨ 0209ｨｬ04ｨｪ 0201000705ｨｪ ｨ ｨｺ09ｨｦ0906ｨｰ ｨｬ02 00ｨ 00ｨｪｨｴｨｮ0005 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ. 05 080907ｨｮ0805ｨｨ02ｨｦｨ 0004ｨｰ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07ｨｰ 0208ｨｦｨｮ0007ｨｬ04ｨｰ, ｨｮ0004ｨｪ 080209080800ｨｴｨｮ04 ｨ 010007, 0208ｨｪｨ ｨｦ ｨｪｨ 0206040007ｨｮ 02ｨｦ 0004ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705 (0206ｨ 090004ｨｬ06ｨｪ04 ｨｬ0200ｨ 09 05040007), ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 0905050507ｨｪ00ｨ ｨｦ 050505ｨ 00ｨｪｨｴｨｮ0005 (ｨ ｨｪ0206050900040002ｨｰ ｨｬ0200ｨ 0905040006ｨｰ), ｨ 050505 ｨｺｨ ｨｦ 050505ｨ 0500ｨｪｨｴｨｮ00ｨ. 090100ｨｹ 0208ｨｦ000100 ﾂ05ｨｪ0200ｨ ｨｦ ｨｬ02 00ｨ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ, 00ｨ 07080708ｨ ｨ 08070002050705ｨｪ 06ｨｪｨ ｨｮ05ｨｪ070507 010807ｨｨ06ｨｮ02ｨｴｨｪ 080701 ｨｨ02ｨｴ090705ｨｪ00ｨ ｨｦ ｨｹ00ｨｦ ｨｦｨｮ ﾂ050701 ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 00ｨｦｨ 00ｨｦｨｰ ｨｦ01ｨｦｨｹ00040002ｨｰ ｨｺ05ｨｨ02 ｨｬ07ｨｪ0501ｨ ｨｰ 02ｨｪｨｹｨｰ 080504ｨｨ01ｨｮｨｬ0705 ｨｺｨ ｨｦ 07ｨｦ 0708070802ｨｰ 02ｨｺ0209050307ｨｪ00ｨ ｨｦ ｨｬ02 ｨｬｨｦｨ 020608ｨｮｨｴｨｮ04 07 06ｨｪｨ ｨｮ05ｨｪ070507 0206ｨｦｨｮ06ｨｮ02ｨｴｨｪ. 0002 00ｨ ｨｮ00 ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ ｨｮ01ｨｪ0206020005030200ｨ ｨｦ 04 0208080109ｨ ｨｮ04 020808 0004ｨｰ 0206ｨ 090004ｨｬ06ｨｪ04 ｨｰ ｨｬ0200ｨ 0905040007ｨｰ ｨｹ05ｨｴｨｪ 00ｨｴｨｪ 0500ｨｪｨｴｨｮ00ｨｴｨｪ 07 ｨｬ04 ｨｬ02000907ｨｮｨｦｨｬｨｴｨｪ ｨｬ0200ｨ 0905040006ｨｪ ｨｬ02 ｨｬｨｦｨ ｨｬ02 00ｨ 0905040007 080701 07ｨｪ07ｨｬ05030200ｨ ｨｦ 01ｨｦｨ 00ｨ 09ｨ ｨｺ00ｨｦｨｺｨｹｨｰ ｨｹ0907ｨｰ 07 0001 ﾂｨ 0807 ｨｮ020505ｨｬｨ. 00ｨ ｨｮｨｦｨｺ05 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 0208ｨｪｨ ｨｦ: (ｨ ) 0807 0108ｨｹ0102ｨｦ00ｨｬｨ 0004ｨｰ 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. 0002 ｨ 0100ｨｹ 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ 04 00ｨｦｨｬ07 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨ 08ｨｹ 00ｨｦｨｰ 00ｨｦｨｬ06ｨｰ 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ (080907ｨｮ01ｨｦ0709ｨｦｨｮ0006ｨｰ, 08ｨ 09050007ｨｪ0002ｨｰ ｨｺｨｦｨｪ0105ｨｪ 0701). 030808ｨｮ04ｨｰ, 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ 04 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 090505050200ｨ ｨｦ 06ｨｪｨ ｨｬｨｹｨｪ07 05050507 07 0807050505 050505ｨ, ｨｺ010908ｨｴｨｰ 0807ｨｮ0700ｨｦｨｺ05 ﾂｨ 09ｨ ｨｺ000409 ｨｦｨｮ00ｨｦｨｺ05. 00ｨ ｨｮｨｦｨｺ07 0108ｨｹｨｨ02ｨｮ04 ｨｮ0007 0108ｨｹ0102ｨｦ00ｨｬｨ 0208ｨｪｨ ｨｦ ｨｹ00ｨｦ 04 ｨｬ0200ｨ 09070507 000701 0807ｨｮ 0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705 ｨｮ ﾂ020008030200ｨ ｨｦ 0201ｨｨ050009ｨ ｨｬｨｬｨ ｨｬ02 0004 ｨｬ0200ｨ 09070507 00ｨｴｨｪ 05 0505ｨｴｨｪ. (09) 0807 0108ｨｹ0102ｨｦ00ｨｬｨ 0004ｨｰ 050700ｨｦｨｮ00ｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. 0002 ｨ 0100ｨｹ 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ 04 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ, ｨｺｨ ｨｨ06ｨｰ ｨｺｨ ｨｦ 04 ｨｬ0200ｨ 09070507 0004ｨｰ 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ ｨｰ ｨｪｨ 02ｨｬ02ｨ ｨｪｨｦｨｮ000208 06 ｨｪｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ (ｨｪｨｹｨｮ04ｨｬｨ ), ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 090505050200ｨ ｨｦ 04 00ｨｦｨｬ07 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ00 0409ｨｦｨｮ00ｨｦｨｺ06ｨｪ 07 ｨｹ00ｨ ｨｪ 02ｨｬ02ｨ ｨｪ080307ｨｪ00ｨ ｨｦ 050505ｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 (08ｨ 09050007ｨｪ0002ｨｰ ｨｺｨｦｨｪ01 05ｨｪ0701). 0409ｨｹｨｺ02ｨｦ00ｨ ｨｦ 00ｨｦｨ 0108ｨｹ0102ｨｦ00ｨｬｨ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. (00) 0807 0108ｨｹ0102ｨｦ00ｨｬｨ 0004ｨｰ 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 01ｨｦｨ ｨｺ09ｨｦ00ｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. 0002 ｨ 0100ｨｹ, ｨｺｨ 00ｨ 0005ｨｮｨｮ07ｨｪ00ｨ ｨｦ 07ｨｦ ｨｬ07ｨｪ050102ｨｰ 02ｨｪｨｹｨｰ 080504ｨｨ01ｨｮｨｬ0705 ｨｮ02 ｨｺｨ 00040007090802ｨｰ, ｨ ｨｪ05050700ｨ ｨｬ02 00ｨｦｨｰ 00ｨｦｨｬ06ｨｰ ｨｬ 0209ｨｦｨｺ06ｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ 000701ｨｰ 07 ｨ ｨｪ05050700ｨ ｨｬ02 0007 ｨ ｨｪ 06 ﾂ0701ｨｪ 07 ｨｹ ﾂｨｦ ｨｺ050807ｨｦｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05. (01) 08ｨ 01080701020800ｨｬｨ 00ｨ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. 09080509 ﾂ0701ｨｪ 050802ｨｦ09ｨ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ05 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ, 080701 0809070609 ﾂ07ｨｪ00ｨ ｨｦ ｨ 08 ｨｹ ｨ ｨｪ0008ｨｮ0007ｨｦ- ﾂｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ, ｨ ｨｪ05050700ｨ ｨｬ02 0004 ｨｬ07090207 ｨｬ02 0004ｨｪ 07080708 ｨ 070908030200ｨ ｨｦ 0007 0001 ﾂｨ 0807 ｨｮ020505ｨｬｨ. 0002 ｨ 010005 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ 04 00ｨｦｨｬ07 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ 0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨ 08ｨｹ 00ｨｦｨｰ 00ｨｦｨｬ06ｨｰ 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ. 030808ｨｮ04ｨｰ, 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ 04 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 0905050502 00ｨ ｨｦ 06ｨｪｨ ｨｬｨｹｨｪ07 05050507 07 0807050505 050505ｨ, ｨｺ010908ｨｴｨｰ 0807ｨｮ0700ｨｦｨｺ05 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05. 00ｨ ｨｮｨｦｨｺ07 0108ｨｹｨｨ02ｨｮ04 0208ｨｪｨ ｨｦ ｨｹ00ｨｦ 00ｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 ｨｮ01ｨｪ010607ｨｪ00ｨ ｨｦ ｨｬ02 0007 0108ｨｹ0304 ﾂｨ 09ｨ ｨｺ00 0409ｨｦｨｮ00ｨｦｨｺｨｹ ｨｬ02 ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ07 ｨｮ ﾂ06ｨｮ04. Theory of statistical models 09060602ｨｦｨｰ 02010902000409080701 02ｨｦｨ ｨｺ09ｨｦ00ｨｦｨｺ07 ｨ ｨｪ050501ｨｮ04 030605090004ｨｮ04 090700ｨｦｨｮ00ｨｦｨｺ07 020605090004ｨｮ04 04ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04 0700ｨ 00ｨｦｨｮ00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ Abstract at the end of the article 00020900ｨｮｦｰ061 7ｨｪ05 17.1.2003 0105ｨｪ07ｦﾒ061 7ｨｪ05 25.2.2003
13060302050709 080201 0708090807070807080201 090403020307010009080201 527 1. 0307070901020105 0406ｨｰ ｨｬ0807090208 ｨｪｨ 0209ｨｬ04ｨｪ0201000208 04 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705; 09080509 ﾂ0701ｨｪ 08ｨ 09050007ｨｪ0002ｨｰ 080701 ｨｮ01ｨｪ0002050705ｨｪ ｨｮ0004 01ｨｦｨ ｨｬｨｹ0902ｨｴｨｮ07 0004ｨｰ; 0702 00ｨｦ 09ｨ ｨｨｨｬｨｹ 0004ｨｪ 020804090205030701ｨｪ; 000807090705ｨｪ ｨｪｨ 0008ｨｪ0701ｨｪ 00ｨｪｨｴｨｮ0006ｨｰ 07ｨｦ ｨｮ01ｨｪｨｦｨｮ0006ｨｮ02ｨｰ ｨ ｨｦ000802ｨｰ 02ｨｬ0205ｨｪｨｦｨｮ04ｨｰ 02ｨｪｨｹｨｰ ｨｪ07ｨｮ07ｨｬｨ 0007ｨｰ; 09010005 0208ｨｪｨ ｨｦ ｨｬ060907ｨｰ ｨ 08ｨｹ 06ｨｪｨ ｨｮ05ｨｪ070507 0209ｨｴ0004ｨｬ0500ｨｴｨｪ, ｨｮ00ｨ 07080708ｨ 0208ｨｦ ﾂ02ｨｦ09020800ｨ ｨｦ ｨｪｨ 0107ｨｨ0208 ｨ 0805ｨｪ0004ｨｮ04 ｨｬ02 0004 ｨｬ06ｨｨ070107 0004ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ, 080701 07ｨｪ07ｨｬ05030200ｨ ｨｦ ｨｺｨ ｨｦ ｨｬ06ｨｨ070107ｨｰ 0004ｨｰ 020605090004ｨｮ04ｨｰ. 03ｨｦ 09ｨ ｨｮｨｦｨｺ06ｨｰ 0208ｨｦ01ｨｦ060602ｨｦｨｰ ｨｬ02 0004 ｨｬ06ｨｨ070107 0004ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ, ｨｹ00ｨ ｨｪ ｨ 010007 0202ｨ 09ｨｬｨｹ030200ｨ ｨｦ ｨｮ0004ｨｪ 06090201ｨｪｨ ｨｮ0007 ﾂ060907 0004ｨｰ 01000208ｨ ｨｰ, 0208ｨｪｨ ｨｦ: 6ｦ1 01ｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0208 04 00ｨｦｨｬ07 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705 ｨ 08ｨｹ 00ｨｦｨｰ 00ｨｦｨｬ06ｨｰ 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ (080907ｨｮ01ｨｦ0709ｨｦｨｮ0006ｨｰ, 08ｨ 09050007ｨｪ0002ｨｰ ｨｺｨｦｨｪ0105ｨｪ0701) 6ｦ1 Nｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0208 04 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 090505050200ｨ ｨｦ 06ｨｪｨ ｨｬｨｹｨｪ07 05050507, 08ｨ 090701ｨｮ08ｨ 0807050506ｨｪ 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ 6ｦ1 01ｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0208 04 ｨｬ0200ｨ 09070507 02ｨｪｨｹｨｰ 0807ｨｮ0700ｨｦｨｺ0705 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 0905050507ｨｪ00ｨ ｨｦ ｨｮ0100 ﾂ09ｨｹｨｪｨｴｨｰ 0807050505 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 6ｦ1 01ｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0208 04 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ 02ｨｬ0205ｨｪｨｦｨｮ04ｨｰ 02ｨｪｨｹｨｰ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705 (ｨｪｨｹｨｮ04ｨｬｨ ), ｨｹ00ｨ ｨｪ ｨｬ0200ｨ 090505050200ｨ ｨｦ 04 00ｨｦｨｬ07 050505ｨｴｨｪ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ06ｨｪ 6ｦ1 01ｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0208 04 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ 02ｨｬ0205ｨｪｨｦｨｮ04ｨｰ 02ｨｪｨｹｨｰ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705, ｨｹ00ｨ ｨｪ 02ｨｬ02ｨ ｨｪ080307ｨｪ00ｨ ｨｦ 050505ｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 6ｦ1 01ｨ ｨｺｨ 00ｨ 00ｨ 000705ｨｪ 07ｨｦ ｨｬ07ｨｪ050102ｨｰ 02ｨｪｨｹｨｰ 01020800ｨｬｨ 0007ｨｰ ｨｮ02 07ｨｬ050102ｨｰ. 01ｨｦｨ ｨｪｨ 0809ｨ 00ｨｬｨ 00070807ｨｦ04ｨｨ0705ｨｪ ｨ 010006ｨｰ 07ｨｦ 0208ｨｦ01ｨｦ060602ｨｦｨｰ, 0008ｨｪ07ｨｪ00ｨ ｨｦ 01ｨｦ0502070902ｨｰ 010807ｨｨ06ｨｮ02ｨｦｨｰ 00ｨｦｨ 0007ｨｪ 0009ｨｹ0807 080701 ｨｬ0200ｨ 090505050200ｨ ｨｦ 06ｨｪｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ ｨｺｨ ｨｦ 070908030200ｨ ｨｦ 06ｨｪｨ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ. 2. 03050707000307 080309 0708090807070807080309 090403020307010009080307 0908ｨｹ0102ｨｦ00ｨｬｨ 0208ｨｪｨ ｨｦ 06ｨｪｨ ｨｮ05ｨｪ070507 010807ｨｨ06ｨｮ02ｨｴｨｪ, 080701 ｨ ｨｪｨ 02060907ｨｪ00ｨ ｨｦ ｨｮ00ｨｦｨｰ ｨｦ01ｨｦｨｹ00040002ｨｰ ｨｬｨｦｨ ｨｰ 07ｨｪ00ｨｹ000400ｨ ｨｰ. 03ｨｦ 010807ｨｨ06ｨｮ02ｨｦｨｰ ｨｬ0807090208 ｨｪｨ ｨ ｨｪｨ 02060907ｨｪ00ｨ ｨｦ ｨｮ02 050007ｨｬ07 07 02ｨ ｨｦｨｪｨｹｨｬ02ｨｪ07 07 0002ｨｪｨｦｨｺ05 ｨｮ02 06ｨｪｨ ｨｮ05ｨｪ070507. 08ｨ 01080701020800ｨｬｨ 00ｨ 080907ｨｺ0508000701ｨｪ ｨ 08ｨｹ 0004 ｨｨ02ｨｴ0908ｨ 07 0004ｨｪ 02ｨｬ0802ｨｦ0908ｨ. 03 ｨｦｨｮ ﾂ0109ｨｦｨｮｨｬｨｹｨｰ ｨｹ00ｨｦ 04 ｨ 09000409ｨｦｨ ｨｺ07 080802ｨｮ04 ｨｮ ﾂ020008030200ｨ ｨｦ ｨｬ02 0007 ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ 000701 ｨ 00ｨｹｨｬ0701 0208ｨｪｨ ｨｦ ｨｬｨｦｨ 0108ｨｹｨｨ02ｨｮ04. 01ｨｦｨ ｨｪｨ 02ｨｺ0209ｨ ｨｮ000208 0807ｨｮ0700ｨｦｨｺ05 04 0108ｨｹｨｨ02ｨｮ04 ｨ 010007, ｨｨｨ 0809060802ｨｦ ｨｪｨ 0008ｨｪ02ｨｦ ｨｬｨｦｨ 0208ｨｦ08050607ｨｪ 0108ｨｹｨｨ02ｨｮ04 ｨｺｨ ｨｦ ｨｪｨ 0709ｨｦｨｮ000208 07 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺｨｹｨｰ 0009ｨｹ0807ｨｰ 06ｨｺ0209ｨ ｨｮ04ｨｰ 0004ｨｰ ｨｮ01ｨｮ ﾂ0600ｨｦｨｮ04ｨｰ 0004ｨｰ ｨ 09000409ｨｦｨ ｨｺ07ｨｰ 080802ｨｮ04ｨｰ ｨｬ02 0007 ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ, 010405ｨ 0107 0809060802ｨｦ ｨｪｨ 0709ｨｦｨｮ000208 06ｨｪｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ. 00ｨ ｨｨ04ｨｬｨ 00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ 0208ｨｪｨ ｨｦ ｨｬｨｦｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 020608ｨｮｨｴｨｮ04 07 06ｨｪｨ ｨｮ05ｨｮ0004ｨｬｨ 0206ｨｦｨｮ06ｨｮ02ｨｴｨｪ, 07ｨｦ 0708070802ｨｰ 02ｨｺ020905030701ｨｪ 0807ｨｮ0700ｨｦｨｺ05 06ｨｪｨ ｨｮ05ｨｪ070507 010807ｨｨ06ｨｮ02ｨｴｨｪ 080701 0008ｨｪ07ｨｪ00ｨ ｨｦ 00ｨｦｨ 00ｨｦｨｰ ｨｦ01ｨｦｨｹ00040002ｨｰ ｨｺ05ｨｨ02 ｨｬ07ｨｪ0501ｨ ｨｰ 02ｨｪｨｹｨｰ 080504ｨｨ01ｨｮｨｬ0705. 01ｨｦｨ 08ｨ 09050102ｨｦ00ｨｬｨ, 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ ｨｪｨ 0108070002ｨｨ0208 ｨｹ00ｨｦ, ｨｮ02 ｨｺ05ｨｨ02 050007ｨｬ07 080701 06 ﾂ02ｨｦ ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ ﾁ, 04 ｨ 09000409ｨｦｨ ｨｺ07 080802ｨｮ07 000701 0208ｨｪｨ ｨｦ 09 ｨｺｨ ｨｦ 080907ｨｮ01ｨｦ070908030200ｨ ｨｦ ｨ ｨｺ09ｨｦ0906ｨｰ ｨｬ02 ｨｬ08ｨ ｨ 08ｨｹ 00ｨｦｨｰ 050802ｨｦ0902ｨｰ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ06ｨｰ ｨｮ ﾂ06ｨｮ02ｨｦｨｰ, ｨｹ08ｨｴｨｰ 0004ｨｪ: 09=ｨ +09 ﾁ. 0700ｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 01080509 ﾂ02ｨｦ 0805070904ｨｰ 020604000400ｨｦｨｺ07 ｨｦｨｺｨ ｨｪｨｹ000400ｨ ｨｺｨ ｨｦ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 0007 04 0809ｨｹ0905020304 ｨｬ02 ｨ ｨｺ09080902ｨｦｨ 00ｨｴｨｪ 00ｨｦｨｬ06ｨｪ 0004ｨｰ 09, ｨｹ00ｨ ｨｪ 0208ｨｪｨ ｨｦ 00ｨｪｨｴｨｮ0006ｨｰ 07ｨｦ 00ｨｦｨｬ06ｨｰ 0004ｨｰ ﾁ. 0700ｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 01080509 ﾂ02ｨｦ ｨｪ0002000209ｨｬｨｦｨｪｨｦｨｮ00ｨｦｨｺ07 ｨｮ ﾂ06ｨｮ04 ｨｬ0200ｨ 0605 00ｨｴｨｪ ｨｬ0200ｨ 0905040006ｨｪ, 01080509 ﾂ02ｨｦ 010405ｨ 0107 04 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 06ｨｺ0209ｨ ｨｮ04 ｨｬ0200ｨ 0605 000701 ｨ ｨｦ00ｨｦｨ 000705 ｨｺｨ ｨｦ 00ｨｴｨｪ ｨ ｨｦ0008ｨｴｨｪ ｨｺｨ ｨｦ, 020807ｨｬ06ｨｪｨｴｨｰ, 00ｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ ｨ ｨｪｨ 02060907ｨｪ00ｨ ｨｦ ｨｮ02 0201ｨｮｨｦｨｺ05 02ｨ ｨｦｨｪｨｹｨｬ02ｨｪｨ. 03ｨｺ00ｨｹｨｰ ｨ 08ｨｹ 00ｨ 0201ｨｮｨｦｨｺ05, 01080509 ﾂ0701ｨｪ ｨｺｨ ｨｦ 00ｨ 0001 ﾂｨ 08ｨ 02ｨ ｨｦｨｪｨｹｨｬ02ｨｪｨ, 00ｨ 07080708ｨ 0102ｨｪ ｨｬ0807090208 ｨｪｨ 0209ｨｬ04ｨｪ0201000705ｨｪ ｨｬ02 000701ｨｰ 00ｨｪｨｴｨｮ000705ｨｰ 0201ｨｮｨｦｨｺ0705ｨｰ ｨｪｨｹｨｬ0701ｨｰ. 05 ｨ 09000409ｨｦｨ ｨｺ07 080802ｨｮ04 00ｨｴｨｪ ｨ 00ｨｹｨｬｨｴｨｪ 0102ｨｪ ｨｬ0807090208 ｨｪｨ 080907ｨｮ01ｨｦ0709ｨｦｨｮ000208 ｨ ｨｪ 0208ｨｪｨ ｨｦ 00ｨｪｨｴｨｮ00ｨｹ ｨｬｨｹｨｪ07 0007 ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ 000701ｨｰ ｨｺｨ ｨｦ 02ｨｪ0102 ﾂ07ｨｬ06ｨｪｨｴｨｰ ｨｪｨ ｨｬ04 ｨｮ ﾂ020008030200ｨ ｨｦ ｨｬ02 0007 ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ. 05 02ｨｬ0802ｨｦ0908ｨ 010208 ﾂｨｪ02ｨｦ ｨｹ00ｨｦ 01080509 ﾂ02ｨｦ 06ｨｪｨ 080507ｨｨ07ｨｰ 050505ｨｴｨｪ 08ｨ 09ｨ 00ｨｹｨｪ00ｨｴｨｪ, 02ｨｺ00ｨｹｨｰ 000701 ｨｮｨｴｨｬｨ 00ｨｦｨｺ0705 0905090701ｨｰ, 07ｨｦ 0708070807ｨｦ 02ｨｪ0102 ﾂ07ｨｬ06ｨｪｨｴｨｰ ｨｪｨ 0208ｨｦ01090705ｨｪ ｨｮ0004 01ｨｦｨ ｨｬｨｹ0902ｨｴｨｮ04 0004ｨｰ ｨ 09000409ｨｦｨ ｨｺ07ｨｰ 080802ｨｮ04ｨｰ ｨｺｨ ｨｦ ｨ 08ｨｹ 000701ｨｰ 070807080701ｨｰ 080705050708 0208ｨｪｨ ｨｦ 0500ｨｪｨｴｨｮ0007ｨｦ 07 ｨｬ04 ｨｬ02000907ｨｮｨｦｨｬ07ｨｦ, 010405ｨ 0107 0208ｨｪｨ ｨｦ 0001 ﾂｨ 0807ｨｦ 08ｨ 09050007ｨｪ0002ｨｰ. 05 0508ｨ 090604 ｨ 010006ｨｪ 00ｨｴｨｪ 08ｨ 09ｨ 00ｨｹｨｪ00ｨｴｨｪ 0102ｨｪ 0208ｨｦ0009060802ｨｦ 0007ｨｪ 080907ｨｮ01ｨｦ0709ｨｦｨｮｨｬｨｹ 0004ｨｰ ｨ 09000409ｨｦｨ ｨｺ07ｨｰ 080802ｨｮ04ｨｰ ｨｮ02 06ｨｪｨ 050007ｨｬ07, ｨｹ00ｨ ｨｪ 0208ｨｪｨ ｨｦ 00ｨｪｨｴｨｮ00ｨｹ ｨｬｨｹｨｪ07 0007 ｨｮｨｴｨｬｨ 00ｨｦｨｺｨｹ 09050907ｨｰ 000701. 080500ｨｴ ｨ 08ｨｹ ｨ 010007 0004ｨｪ ｨ 0101ｨｪｨ ｨｬ08ｨ, 04 080907ｨｮ0805ｨｨ02ｨｦｨ 0004ｨｰ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07ｨｰ 0208ｨｦｨｮ0007ｨｬ04ｨｰ 0208ｨｪｨ ｨｦ ｨｪｨ 0206040007ｨｮ02ｨｦ 0004ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 ｨｬ0200ｨ 09070507 0004ｨｰ 09, ｨｹ00ｨ ｨｪ 0208ｨｪｨ ｨｦ 00ｨｪｨｴｨｮ0006ｨｰ 07ｨｦ 00ｨｦｨｬ06ｨｰ 0004ｨｰ ﾁ. 090100ｨｹ 0208ｨｦ000100 ﾂ05ｨｪ0200ｨ ｨｦ ｨｬ02 0004 0104ｨｬｨｦ0701090008ｨ 00ｨｴｨｪ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ06ｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ, ｨｮ00ｨ 07080708ｨ ｨｮ01ｨｪ0206020005030200ｨ ｨｦ ｨｺｨ ｨｦ 04 0208080109ｨ ｨｮ04 00ｨｴｨｪ 0001 ﾂｨ 08ｨｴｨｪ 08ｨ 09ｨ 00ｨｹｨｪ00ｨｴｨｪ 020808 0004ｨｰ 09. 0700ｨ 00ｨｦｨｮ00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ 0208ｨｪｨ ｨｦ 06ｨｪｨ ｨｮ05ｨｪ070507 010807ｨｨ06ｨｮ02ｨｴｨｪ, 080701 ｨｨ02ｨｴ090705ｨｪ00ｨ ｨｦ ｨｹ00ｨｦ ｨｦｨｮ ﾂ050701ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 00ｨｦｨ 00ｨｦｨｰ ｨｦ01ｨｦｨｹ00040002ｨｰ ｨｺ05ｨｨ02 ｨｬ07ｨｪ0501ｨ ｨｰ 02ｨｪｨｹｨｰ 080504ｨｨ01ｨｮｨｬ0705 ｨｺｨ ｨｦ 07ｨｦ 0708070802ｨｰ 02ｨｺ0209050307ｨｪ00ｨ ｨｦ ｨｬ02 ｨｬｨｦｨ ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 020608ｨｮｨｴｨｮ04 07 06ｨｪｨ ｨｮ05ｨｮ0004ｨｬｨ 0206ｨｦｨｮ06ｨｮ02ｨｴｨｪ. 0807 ｨ 08050705ｨｮ00020907 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ, 08. ﾂ. ｨｬ0200ｨ 0605 0004ｨｰ ｨ 09000409ｨｦｨ ｨｺ07ｨｰ 080802ｨｮ04ｨｰ 09 ｨｺｨ ｨｦ 000701 ｨｮｨｴｨｬｨ 00ｨｦｨｺ0705 0905090701ｨｰ ﾁ, 0208ｨｪｨ ｨｦ 0007: 09=ｨ +09 ﾁ+02 ｨｺｨ ｨｦ 07ｨｪ07ｨｬ05030200ｨ ｨｦ ｨ 0805ｨｹ 0009ｨ ｨｬｨｬｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ.
13528 06. 080908030708A050907 05 09 07ｨｪ07ｨｬ05030200ｨ ｨｦ 0206ｨ 090004ｨｬ06ｨｪ04 07 0209ｨｬ04ｨｪ0201ｨｹｨｬ02ｨｪ04 ｨｬ0200ｨ 0905040007. 05 ﾁ 07ｨｪ07ｨｬ05030200ｨ ｨｦ ｨ ｨｪ0206050900040004 07 0209ｨｬ04ｨｪ020100ｨｦｨｺ07 ｨｬ0200ｨ 0905040007 07 080907ｨｮ01ｨｦ0709ｨｦｨｮ0007ｨｰ 07 08ｨ 09050007ｨｪ00ｨ ｨｰ ｨｺｨｦｨｪ0105ｨｪ0701. 05 02 07ｨｪ07ｨｬ05030200ｨ ｨｦ 01ｨｦｨ 00ｨ 09ｨ ｨｺ00ｨｦｨｺｨｹｨｰ ｨｹ0907ｨｰ 07 0001 ﾂｨ 0807 ｨｮ020505ｨｬｨ 07 0001 ﾂｨ 08ｨ ｨ 08ｨｹｨｺ05ｨｦｨｮ04 ｨｺｨ ｨｦ 0208ｨｪｨ ｨｦ ｨｬ0200ｨ 0905040007 ｨｬ02 0004ｨｪ 07080708ｨ ｨｮ01ｨｪ02ｨｺ020905030200ｨ ｨｦ 04 0208080109ｨ ｨｮ04 02ｨｪｨｹｨｰ 080507ｨｨ0701ｨｰ 0500ｨｪｨｴｨｮ00ｨｴｨｪ 07 ｨｺｨ ｨｦ ｨｬ04 ｨｬ02000907ｨｮｨｦｨｬｨｴｨｪ 08ｨ 09ｨ 00ｨｹｨｪ00ｨｴｨｪ, 07ｨｦ 0708070807ｨｦ 0208ｨｦ01090705ｨｪ ｨｺｨ ｨｦ ｨｮ01ｨｪ01ｨｦｨ ｨｬ07090206ｨｪ0701ｨｪ 0004ｨｪ 09. 05 02 0208ｨｪｨ ｨｦ 0001 ﾂｨ 08ｨ 07 ｨｮ0007 ﾂｨ ｨｮ00ｨｦｨｺ07 ｨｬ0200ｨ 0905040007, 010405ｨ 0107 ｨ ｨｺ07050701ｨｨ0208 06ｨｪｨ ｨｪｨｹｨｬ07 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ ｨｰ ｨｺｨ ｨｦ 080209ｨｦ06 ﾂ02ｨｦ ｨｺｨ ｨｦ 00ｨ 02ｨｪ0102 ﾂｨｹｨｬ02ｨｪｨ ｨｮ020505ｨｬｨ 00ｨ ｨｺｨ ｨｦ 00ｨ 0505ｨｨ04 080701 0008ｨｪ07ｨｪ00ｨ ｨｦ ｨｺｨ 0005 0004 01ｨｦｨ 01ｨｦｨｺｨ ｨｮ08ｨ 00ｨｴｨｪ ｨｬ02000907ｨｮ02ｨｴｨｪ. 070007 ﾂ060907 0004ｨｰ 01000208ｨ ｨｰ, 04 02 02ｨｺ0209050302ｨｦ ｨｮ01ｨｪ07ｨｨｨｴｨｰ 0004 09ｨｦ07050700ｨｦｨｺ07 ｨｺｨ ｨｦ ｨｺ07ｨｦｨｪｨｴｨｪｨｦｨｺ07 ｨｮ01ｨｬ080209ｨｦ02070905 00ｨｴｨｪ ｨ 00ｨｹｨｬｨｴｨｪ, 04 07080708ｨ 0208ｨｪｨ ｨｦ ｨ ｨｮ0005ｨｨｨｬ040004. 08ｨ ｨ ｨｺｨ ｨｦ 09 07ｨｪ07ｨｬ050307ｨｪ00ｨ ｨｦ 08ｨ 0905ｨｬ02000907ｨｦ 000701 01080701020800ｨｬｨ 0007ｨｰ. 0807 ｨ 0208ｨｪｨ ｨｦ 07 ｨｮ00ｨ ｨｨ0209ｨｹｨｰ ｨｹ0907ｨｰ ｨｺｨ ｨｦ 0007 09 0208ｨｪｨ ｨｦ 07 ｨｮ01ｨｪ00020502ｨｮ0007ｨｰ 000701 01080701020800ｨｬｨ 0007ｨｰ. 03ｨｦ 08ｨ 0905ｨｬ02000907ｨｦ 000701 01080701020800ｨｬｨ 0007ｨｰ 0102ｨｪ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ ｨｪｨ 010807050700ｨｦｨｮ000705ｨｪ, ｨ 050505 ｨｬ0807090208 ｨｪｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0705ｨｪ ｨｬ02 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ06ｨｰ ｨｬ02ｨｨｨｹ010701ｨｰ ｨｺｨ ｨｦ ｨｬ02 ｨｬ02000907ｨｮ02ｨｦｨｰ 080701 0008ｨｪ07ｨｪ00ｨ ｨｦ ｨｮ02 06ｨｪｨ 010807ｨｮ05ｨｪ070507 000701 080504ｨｨ01ｨｮｨｬ0705, 0007 0708070807 ｨｺｨ 00 ｯ 07ｨｦｨｺ07ｨｪ07ｨｬ08ｨ 07ｨｪ07ｨｬ05030200ｨ ｨｦ 01020800ｨｬｨ (ｨｮ0004ｨｪ 0809ｨ 00ｨｬｨ 00ｨｦｨｺｨｹ000400ｨ, 01020800ｨｬｨ 0102ｨｪ 01080509 ﾂ02ｨｦ, 00ｨｦｨ 0008 0102ｨｪ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 0007 04 02050902ｨｮ04 010807ｨｮ01ｨｪｨｹ050701 000701 080504ｨｨ01ｨｮｨｬ0705 080701 ｨｪｨ 06 ﾂ02ｨｦ 00ｨ ｨ ｨｺ09ｨｦ0907 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ05 000701 080504ｨｨ01ｨｮｨｬ0705). 03ｨｦ ｨｮ04ｨｬｨ ｨｪ00ｨｦｨｺｨｹ00020902ｨｰ ｨｬ06ｨｨ070107ｨｦ 02ｨｺ0008ｨｬ04ｨｮ04ｨｰ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ06ｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ 0208ｨｪｨ ｨｦ: 6ｦ1 05 ｨｬ06ｨｨ070107ｨｰ 00ｨｴｨｪ 0205ｨ ﾂ08ｨｮ00ｨｴｨｪ 00020009ｨ 0006ｨｪｨｴｨｪ 6ｦ1 05 ｨｬ06ｨｨ070107ｨｰ 0004ｨｰ ｨｬ020008ｨｮ0004ｨｰ 08ｨｦｨｨｨ ｨｪ070205ｨｪ02ｨｦｨ ｨｰ. 08ｨ 09ｨ ｨｮｨｦｨｺ05 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 080701 ﾂ0904ｨｮｨｦｨｬ070807ｨｦ0705ｨｪ00ｨ ｨｦ ｨｮ00ｨｦｨｰ ｨｬ0205060002ｨｰ ｨｮ0007 ﾂ060907 0004ｨｰ 01000208ｨ ｨｰ ｨｺｨ ｨｦ 07ｨｦ 09ｨ ｨｮｨｦｨｺ06ｨｰ 010807ｨｨ06ｨｮ02ｨｦｨｰ 000701ｨｰ 0208ｨｪｨ ｨｦ 0007 0108ｨｹ0102ｨｦ00ｨｬｨ 0004ｨｰ 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ (linear regression), 0004ｨｰ 050700ｨｦｨｮ00ｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ 07 050700ｨ 09ｨｦｨｨｨｬｨｦｨｮ00ｨｦｨｺ07ｨｰ 020605090004ｨｮ04ｨｰ (logistic regression), 0004ｨｰ 01ｨｦｨ ｨｺ09ｨｦ00ｨｦｨｺ07ｨｰ ｨ ｨｪ050501ｨｮ04ｨｰ (discriminant analysis) ｨｺｨ ｨｦ 00ｨ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ (non-linear models). 3. 090403020307010009 010509000007080507 04090907010205O0005070507 (030209050805070507) 05 ｨｮ01ｨｪ04ｨｨ06ｨｮ00020904 0108ｨｹｨｨ02ｨｮ04 0208ｨｪｨ ｨｦ ｨｹ00ｨｦ 04 09 ｨ 08070002050208 ｨｮ01ｨｪ02- ﾂ07 0001 ﾂｨ 08ｨ ｨｬ0200ｨ 0905040007 080701 ｨ ｨｺ07050701ｨｨ0208 ｨｺｨ ｨｪ07ｨｪｨｦｨｺ07 ｨｺｨ 00ｨ ｨｪ07ｨｬ07, 00ｨｦｨ 0008 0208ｨｪｨ ｨｦ 0009ｨ ｨｬｨｬｨｦｨｺｨｹｨｰ ｨｮ01ｨｪ0101ｨ ｨｮｨｬｨｹｨｰ 0004ｨｰ 0001 ﾂｨ 08ｨ ｨｰ ｨ 08ｨｹｨｺ05ｨｦｨｮ04ｨｰ 02, 00ｨｦｨ 0004ｨｪ 07080708ｨ ｨｮ01ｨｪ07ｨｨｨｴｨｰ 0008ｨｪ0200ｨ ｨｦ 04 0108ｨｹｨｨ02ｨｮ04 ｨｹ00ｨｦ ｨ ｨｺ07050701ｨｨ0208 0004ｨｪ ｨｺｨ ｨｪ07ｨｪｨｦｨｺ07 ｨｺｨ 00ｨ ｨｪ07ｨｬ07 ｨｬ02 ｨｬ06ｨｮ07 ｨｬ040106ｨｪ. 080500ｨｴ ｨ 08ｨｹ 0004ｨｪ 000205020100ｨ 08ｨ 0108ｨｹｨｨ02ｨｮ04, 0007 0108ｨｹ0102ｨｦ00ｨｬｨ 08ｨ 0809ｨｪ02ｨｦ 0004ｨｪ ｨｦｨｮ070105ｨｪｨ ｨｬ04 ｨｬ07090207: 03(09)=00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ ｨｹ080701 03(09) 0208ｨｪｨ ｨｦ 04 ｨ ｨｪｨ ｨｬ02ｨｪｨｹｨｬ02ｨｪ04 00ｨｦｨｬ07 0004ｨｰ 09 ｨｺｨ ｨｦ 04 07080708ｨ 00ｨ 010008030200ｨ ｨｦ ｨｬ02 0007 ｨｬ06ｨｮ07 0004ｨｰ 09 ｨｮ0007ｨｪ 080504ｨｨ01ｨｮｨｬｨｹ. 0302ｨ 09ｨｬｨｹ0307ｨｪ00ｨ ｨｰ 0004 ｨｬ06ｨｨ070107 0205ｨ ﾂ08ｨｮ00ｨｴｨｪ 00020009ｨ 0006ｨｪｨｴｨｪ 07 0004 ｨｬ06ｨｨ070107 ｨｬ020008ｨｮ0004ｨｰ 08ｨｦｨｨｨ ｨｪ070205ｨｪ02ｨｦｨ ｨｰ ｨｮ00ｨｦｨｰ ｨｬ02000907ｨｮ02ｨｦｨｰ 02ｨｪｨｹｨｰ 01020800ｨｬｨ 0007ｨｰ, 05ｨ ｨｬ0905ｨｪ0200ｨ ｨｦ 02ｨｺ0008ｨｬ04ｨｮ04 000701 01080701020800ｨｬｨ 0007ｨｰ 0004ｨｰ ｨｬ07090207ｨｰ: Y=b 0 +b 1 ﾁ 1 +b 2 ﾁ 2 +...+b ｨｺ ﾁ ｨｺ +e ｨｹ080701 00ｨ b 0, b 1, b 2,..., b ｨｺ ｨ 08070002050705ｨｪ ｨｺｨ 00050505040502ｨｰ 02ｨｺ00ｨｦｨｬ07ｨｮ02ｨｦｨｰ 00ｨｴｨｪ 08ｨ 09ｨ ｨｬ060009ｨｴｨｪ 000701 01080701020800ｨｬｨ 0007ｨｰ 00 0, 00 1, 00 2,..., 00 ｨｺ, 080701 07ｨｪ07ｨｬ050307ｨｪ00ｨ ｨｦ ｨｺｨ ｨｦ ｨｮ01ｨｪ00020502ｨｮ0006ｨｰ 000701. 0805ｨｨ02 b j, i=1, 2,...K 010208 ﾂｨｪ02ｨｦ 0004ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 ｨｬ0200ｨ 09070507 0004ｨｰ 09 ｨｮ0007 01020800ｨｬｨ, ｨｹ00ｨ ｨｪ 04 ｨｬ0200ｨ 0905040007 ﾁ j ｨ 010604ｨｨ0208 ｨｺｨ 0005 ｨｬ08ｨ ｨｬ07ｨｪ0501ｨ ｨｺｨ ｨｦ 07ｨｦ 0108ｨｹ0507ｨｦ0802ｨｰ ｨ ｨｪ0206050900040002ｨｰ ｨｬ0200ｨ 0905040006ｨｰ 08ｨ 09ｨ ｨｬ06ｨｪ0701ｨｪ ｨｮ00ｨ ｨｨ020906ｨｰ. 0002 01ｨｦ050207090701ｨｰ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ0705ｨｰ 02050600 ﾂ0701ｨｰ, 02050600 ﾂ0200ｨ ｨｦ 04 ｨ 06ｨｦ0708ｨｦｨｮ0008ｨ 0004ｨｰ 02ｨｺ0008ｨｬ04ｨｮ04ｨｰ 0004ｨｰ ｨｦｨｺｨ ｨｪｨｹ000400ｨ ｨｰ 000701 01080701020800ｨｬｨ 0007ｨｰ ｨｪｨ 0209ｨｬ04ｨｪ020502ｨｦ 0004 ｨｬ0200ｨ 09050400ｨｹ000400ｨ 0004ｨｰ 09 ｨｺｨ ｨｦ ｨｪｨ ﾂ0904ｨｮｨｦｨｬ070807ｨｦ020800ｨ ｨｦ 00ｨｦｨ 0809070905060302ｨｦｨｰ ｨｺｨ ｨｦ 090908ｨｮｨｺ0200ｨ ｨｦ 01ｨｦ05ｨｮ0004ｨｬｨ 02ｨｬ08ｨｦｨｮ0007ｨｮ05ｨｪ04ｨｰ 00ｨｦｨ ｨｺ05ｨｨ02 08ｨ 0905ｨｬ02000907 000701 01080701020800ｨｬｨ 0007ｨｰ, 01ｨｦ05ｨｮ0004ｨｬｨ 02ｨｬ08ｨｦｨｮ0007ｨｮ05ｨｪ04ｨｰ 00ｨｦｨ 00ｨｦｨｰ 01ｨｦ0502070902ｨｰ 08090709050208ｨｹｨｬ02ｨｪ02ｨｰ 00ｨｦｨｬ06ｨｰ 0004ｨｰ 0206ｨ 090004ｨｬ06ｨｪ04ｨｰ ｨｬ0200ｨ 0905040007ｨｰ, ｨｺｨ ｨｨ06ｨｰ ｨｺｨ ｨｦ 01ｨｦ05ｨｮ0004ｨｬｨ 02ｨｬ08ｨｦｨｮ0007ｨｮ05ｨｪ04ｨｰ 00ｨｦｨ 00ｨｦｨｰ 01ｨｦ0502070902ｨｰ 08090709050208ｨｹｨｬ02ｨｪ02ｨｰ ｨｬ06ｨｮ02ｨｰ 00ｨｦｨｬ06ｨｰ 0004ｨｰ 0206ｨ 090004ｨｬ06ｨｪ04ｨｰ ｨｬ0200ｨ 0905040007ｨｰ, ｨｺ0500ｨｴ ｨ 08ｨｹ ｨｮ01ｨｪｨｨ07ｨｺ02ｨｰ ｨｮ ﾂ0200ｨｦｨｺ07ｨｰ 090209ｨ ｨｦｨｹ000400ｨ ｨｰ. 05 0009ｨ ｨｬｨｬｨｦｨｺｨｹ000400ｨ 00ｨｴｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ ｨ ｨｪｨ 0206090200ｨ ｨｦ ｨｮ0004 0009ｨ ｨｬｨｬｨｦｨｺｨｹ000400ｨ 00ｨｴｨｪ 08ｨ 09ｨ ｨｬ060009ｨｴｨｪ 000701 ｨｺｨ ｨｦ ｨｹ ﾂｨｦ ｨｮ0004 0009ｨ ｨｬｨｬｨｦｨｺｨｹ000400ｨ 00ｨｴｨｪ 0209ｨｬ04ｨｪ020100ｨｦｨｺ06ｨｪ ｨｬ0200ｨ 0905040006ｨｪ 000701. 0002 ｨ 010007 0004ｨｪ 06ｨｪｨｪ07ｨｦｨ, 0007 0108ｨｹ0102ｨｦ00ｨｬｨ : 09=00 0 +00 1 ﾁ+00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ +02 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ ｨｴｨｰ 0009ｨ ｨｬｨｬｨｦｨｺｨｹ, ｨ ｨｪ 0002ｨｨ0208 ﾁ= ﾁ 1, ﾁ 2 = ﾁ 2,..., ﾁ ｨｺ = ﾁ 08. 0807 0108ｨｹ0102ｨｦ00ｨｬｨ 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ 0208ｨｪｨ ｨｦ 0004ｨｰ ｨｬ07090207ｨｰ: 09=00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ +02 09ｨｪ05050700ｨ ｨｬ02 00ｨｦｨｰ 010807ｨｨ06ｨｮ02ｨｦｨｰ 080701 0008ｨｪ07ｨｪ00ｨ ｨｦ 00ｨｦｨ 0007 01ｨｦｨ 00ｨ 09ｨ ｨｺ00ｨｦｨｺｨｹ ｨｹ0907, 02 0709080307ｨｪ00ｨ ｨｦ 01ｨｦ05020709ｨ 01080701020800ｨｬｨ 00ｨ 0009ｨ ｨｬｨｬｨｦｨｺ07ｨｰ 08ｨ 05ｨｦｨｪ0109ｨｹｨｬ04ｨｮ04ｨｰ. 4. 090403020307010009 09030107070807080507 04090907010205030005070507 01 090301090507060007070807080507 030209050805070507 0308ｨｪｨ ｨｦ 0004ｨｰ ｨｬ07090207ｨｰ: P=exp(00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ +02)/ [1+exp(00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ )] ｨｹ080701 exp(ｨ ) 0208ｨｪｨ ｨｦ 07 ｨ 09ｨｦｨｨｨｬｨｹｨｰ 2,718 0103ｨｴｨｬ06ｨｪ07ｨｰ ｨｮ0004 0105ｨｪｨ ｨｬ04 ｨ ｨｺｨ ｨｦ P 0208ｨｪｨ ｨｦ 0007 0807ｨｮ07ｨｮ00ｨｹ ｨｬ02 0007 0708070807 02ｨｬ02ｨ ｨｪ08030200ｨ ｨｦ
13060302050709 080201 0708090807070807080201 090403020307010009080201 529 06ｨｪｨ ｨｮ0100ｨｺ02ｨｺ09ｨｦｨｬ06ｨｪ07 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ (ｨｪｨｹｨｮ04ｨｬｨ ) ｨｮ0007ｨｪ 080504ｨｨ01ｨｮｨｬｨｹ, 010405ｨ 0107 0007 P 0208ｨｪｨ ｨｦ 04 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ 0208ｨｦ05070007ｨｰ ｨｬｨｦｨ ｨｰ ｨｬ07ｨｪ0501ｨ ｨｰ 000701 080504ｨｨ01ｨｮｨｬ0705 ｨｬ02 0007 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ 0007 0708070807 ｨｬ020502000500ｨ ｨｦ. 00020005 ｨ 08ｨｹ 06ｨｪｨ ｨｬ0200ｨ ｨｮ ﾂ04ｨｬｨ 00ｨｦｨｮｨｬｨｹ, 0007 0108ｨｹ0102ｨｦ00ｨｬｨ 08ｨ 0809ｨｪ02ｨｦ 0004 ｨｬ07090207: 09=00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ +u ｨｹ080701 09=Ln [P/(1-P)] 0208ｨｪｨ ｨｦ 07 0507000509ｨｦｨｨｨｬ07ｨｰ 000701 070003 (odds) 0004ｨｰ P, 010405ｨ 0107 000701 05ｨｹ000701 00ｨｴｨｪ ｨｮ01ｨｬ08050409ｨｴｨｬｨ 00ｨｦｨｺ06ｨｪ 08ｨｦｨｨｨ ｨｪ07000700ｨｴｨｪ, 0004ｨｰ 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ ｨｰ P ｨｪｨ 02ｨｬ02ｨ ｨｪ080302ｨｦ ｨｬｨｦｨ ｨｬ07ｨｪ0501ｨ 000701 080504ｨｨ01ｨｮｨｬ0705 0007 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ, 080907ｨｰ 0004ｨｪ 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ 1-P ｨｪｨ ｨｬ04ｨｪ 0007 02ｨｬ02ｨ ｨｪ080302ｨｦ, ｨｺｨ ｨｦ u=ln02 0208ｨｪｨ ｨｦ 07 0201ｨｮｨｦｨｺｨｹｨｰ 0507000509ｨｦｨｨｨｬ07ｨｰ (logarithus natural) 000701 01ｨｦｨ 00ｨ 09ｨ ｨｺ00ｨｦｨｺ0705 ｨｹ090701 02. 0302ｨ 09ｨｬｨｹ0307ｨｪ00ｨ ｨｰ 0004 ｨｬ06ｨｨ070107 ｨｬ020008ｨｮ0004ｨｰ 08ｨｦｨｨｨ ｨｪ070205ｨｪ02ｨｦｨ ｨｰ ｨｮ00ｨ ｨｮ0007ｨｦ ﾂ0208ｨ 02ｨｪｨｹｨｰ 01020800ｨｬｨ 0007ｨｰ, 05ｨ ｨｬ0905ｨｪ0200ｨ ｨｦ 02ｨｺ0008ｨｬ04ｨｮ04 000701 01080701020800ｨｬｨ 0007ｨｰ 0004ｨｰ ｨｬ07090207ｨｰ: Y=b 0 +b 1 ﾁ 1 +b 2 ﾁ 2 +...+b ｨｺ ﾁ ｨｺ ｨｹ080701 00ｨ b 0, b 1, b 2,..., b ｨｺ ｨ 08070002050705ｨｪ ｨｺｨ 00050505040502ｨｰ 02ｨｺ00ｨｦｨｬ07ｨｮ02ｨｦｨｰ 00ｨｴｨｪ ｨｮ01ｨｪ00020502ｨｮ0006ｨｪ 000701 01080701020800ｨｬｨ 0007ｨｰ 00 0, 00 1, 00 2,..., 00 ｨｺ. 0805ｨｨ02 b j ｨｬ0200090502ｨｦ 0004ｨｪ ｨｺｨ 0005 ｨｬ06ｨｮ07 ｨｹ0907 ｨｬ0200ｨ 09070507 000701 050700ｨ 0908ｨｨｨｬ0701 000701 05ｨｹ000701 00ｨｴｨｪ ｨｮ01ｨｬ08050409ｨｴｨｬｨ 00ｨｦｨｺ06ｨｪ 08ｨｦｨｨｨ ｨｪ07000700ｨｴｨｪ 000701 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705 080701 ｨｬ020502000500ｨ ｨｦ ｨｮ0007 01020800ｨｬｨ, ｨｹ00ｨ ｨｪ 04 ｨｬ0200ｨ 0905040007 ﾁ j ｨ 010604ｨｨ0208 ｨｺｨ 0005 ｨｬ08ｨ ｨｬ07ｨｪ0501ｨ ｨｺｨ ｨｦ 07ｨｦ 0108ｨｹ0507ｨｦ0802ｨｰ ｨ ｨｪ0206050900040002ｨｰ ｨｬ0200ｨ 0905040006ｨｰ 08ｨ 09ｨ ｨｬ06ｨｪ0701ｨｪ ｨｮ00ｨ ｨｨ020906ｨｰ. 09ｨｪ ｨ ｨｪ00ｨｦｨｺｨ 00ｨ ｨｮ00ｨ ｨｨ0705ｨｪ ｨｮ0100ｨｺ02ｨｺ09ｨｦｨｬ06ｨｪ02ｨｰ 00ｨｦｨｬ06ｨｰ 00ｨｴｨｪ 0209ｨｬ04ｨｪ020100ｨｦｨｺ06ｨｪ ｨｬ0200ｨ 0905040006ｨｪ ｨｮ0004ｨｪ 02ｨｺ0008ｨｬ04ｨｮ04 000701 01080701020800ｨｬｨ 0007ｨｰ, 05ｨ ｨｬ0905ｨｪ0200ｨ ｨｦ 04 08ｨｦｨｨｨ ｨｪｨｹ000400ｨ 02ｨｬ0205ｨｪｨｦｨｮ04ｨｰ 000701 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺ0705. 09ｨｪ 06ｨｪｨ ｨｰ 080907ｨｮ01ｨｦ0709ｨｦｨｮ0007ｨｰ ﾁi 0208ｨｪｨ ｨｦ 010800ｨｦｨｬ07ｨｰ, ｨｬ02 ﾁi=1 ｨｹ00ｨ ｨｪ 01080509 ﾂ02ｨｦ ｨｮ0004 ｨｬ07ｨｪ0501ｨ 000701 01020800ｨｬｨ 0007ｨｰ 06ｨｪｨ ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ (08ｨ 09050007ｨｪ00ｨ ｨｰ ｨｺｨｦｨｪ0105ｨｪ0701) ｨｺｨ ｨｦ ｨｬ02 ﾁi=0 ｨｹ00ｨ ｨｪ 0102ｨｪ 01080509 ﾂ02ｨｦ, 04 00ｨｦｨｬ07 exp(b j ) ｨ 08070002050208 02ｨｺ0008ｨｬ04ｨｮ04 000701 ｨｮ ﾂ0200ｨｦｨｺ0705 05ｨｹ000701 OR 00ｨｴｨｪ ｨｮ01ｨｬ08050409ｨｴｨｬｨ 00ｨｦｨｺ06ｨｪ 08ｨｦｨｨｨ ｨｪ07000700ｨｴｨｪ, 07 0708070807ｨｰ ｨ 08070002050208 02ｨｺ0008ｨｬ04ｨｮ04 000701 ｨｮ ﾂ0200ｨｦｨｺ0705 ｨｺｨｦｨｪ0105ｨｪ0701 RR ｨｪｨ 02ｨｬ02ｨ ｨｪｨｦｨｮ000208 0007 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ (ｨｪｨｹｨｮ04ｨｬｨ ), ｨｹ00ｨ ｨｪ ｨｮ0004 ｨｬ07ｨｪ0501ｨ 01080509- ﾂ02ｨｦ 07 ｨｬ020502000705ｨｬ02ｨｪ07ｨｰ 08ｨ 09050007ｨｪ00ｨ ｨｰ ｨｺｨ ｨｦ ｨｮ0004ｨｪ 080209080800ｨｴｨｮ04 080701 0007 ﾂｨ 09ｨ ｨｺ000409ｨｦｨｮ00ｨｦｨｺｨｹ 0208ｨｪｨ ｨｦ ｨｮ0805ｨｪｨｦ07. 0002 01ｨｦ050207090701ｨｰ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ0705ｨｰ 02050600 ﾂ0701ｨｰ, 02050600 ﾂ0200ｨ ｨｦ 04 ｨ 06ｨｦ0708ｨｦｨｮ0008ｨ 00ｨｴｨｪ ｨｮ01ｨｪ00020502ｨｮ0006ｨｪ 000701 01080701020800ｨｬｨ 0007ｨｰ, 090908ｨｮｨｺ0200ｨ ｨｦ 01ｨｦ05ｨｮ0004ｨｬｨ 02ｨｬ08ｨｦｨｮ0007ｨｮ05ｨｪ04ｨｰ 00ｨｦｨ ｨｺ05ｨｨ02 08ｨ 0905ｨｬ02000907 000701 01080701020800ｨｬｨ 0007ｨｰ ｨｺｨ ｨｦ 01ｨｦ05ｨｮ0004ｨｬｨ 02ｨｬ08ｨｦｨｮ0007ｨｮ05ｨｪ04ｨｰ 00ｨｦｨ ｨｺ05ｨｨ02 ｨｮ ﾂ0200ｨｦｨｺｨｹ 05ｨｹ0007 ｨｮ01ｨｬ08050409ｨｴｨｬｨ 00ｨｦｨｺ06ｨｪ 08ｨｦｨｨｨ ｨｪ07000700ｨｴｨｪ 000701 080504ｨｨ01ｨｮｨｬ0705, ｨｺ0500ｨｴ ｨ 08ｨｹ ｨｮ01ｨｪｨｨ07ｨｺ02ｨｰ ｨｮ ﾂ0200ｨｦｨｺ07ｨｰ 090209ｨ ｨｦｨｹ000400ｨ ｨｰ. 5. 090403020307010009 0207090805070807080507 04090907010205030005070507 0002 0004 ｨｬ06ｨｨ070107 ｨ 010007 0104ｨｬｨｦ07010900020800ｨ ｨｦ 06ｨｪｨ ｨｰ ｨｺｨ ｨｪｨｹｨｪｨ ｨｰ, ｨｬ02 0007ｨｪ 0708070807 ｨｬ0807090208 ｨｪｨ ｨｺｨ 00ｨ 00ｨ ﾂｨｨ0208 ｨｬｨｦｨ ｨｬ07ｨｪ0501ｨ 000701 080504ｨｨ01ｨｮｨｬ0705 ｨｮ02 ｨｬｨｦｨ 07ｨｬ0501ｨ ｨ 08ｨｹ 010507 07ｨｬ050102ｨｰ. 0308ｨｦ0506000200ｨ ｨｦ 06ｨｪｨ ｨｮ ﾂ0200ｨｦｨｺ05 ｨｬ0200050507 010807ｨｮ05ｨｪ070507 000701 080504ｨｨ01ｨｮｨｬ0705 ｨｺｨ ｨｦ ｨｬ02 00ｨｦｨｰ 00ｨｦｨｬ06ｨｰ 00ｨｴｨｪ ｨｬ0200ｨ 0905040006ｨｪ 000701 ﾁ 1, ﾁ 2... ﾁ ｨｺ 01080705070008030200ｨ ｨｦ ｨｬｨｦｨ ｨｮ01ｨｪ05090004ｨｮ04 0004ｨｰ ｨｬ07090207ｨｰ: 09=00 1 ﾁ 1 +00 2 ﾁ 2 +...+00 ｨｺ ﾁ ｨｺ 04 07080708ｨ 07ｨｪ07ｨｬ05030200ｨ ｨｦ 01ｨｦｨ ｨｺ09ｨｦ00ｨｦｨｺ07 ｨｮ01ｨｪ05090004ｨｮ04. 03ｨｦ 080907ｨｮ01ｨｦ0709ｨｦｨｮ0006ｨｰ ﾁ 1, ﾁ 2... ﾁ ｨｺ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ ｨｪｨ 0208ｨｦ0502000705ｨｪ ｨｮ00ｨ 01ｨｦｨ ｨｺ05, ｨ ｨｪ05050700ｨ ｨｬ02 0004ｨｪ 0006ｨｪ00ｨ ｨｮ0403 0004ｨｰ ｨｮ01ｨｪ02ｨｦｨｮ02070905ｨｰ 000701ｨｰ ｨｮ0004 01ｨｦ05ｨｺ09ｨｦｨｮ04 0004ｨｰ ｨｬ07ｨｪ0501ｨ ｨｰ 000701 080504ｨｨ01ｨｮｨｬ0705. 09ｨｪ05050700ｨ ｨｬ02 0004ｨｪ 00ｨｦｨｬ07 080701 080907ｨｺ05080002ｨｦ 00ｨｦｨ 0004ｨｪ 09, 04 ｨｬ07ｨｪ0501ｨ 000701 080504ｨｨ01ｨｮｨｬ0705 ｨｺｨ 00ｨ 0005ｨｮｨｮ0200ｨ ｨｦ ｨｮ02 ｨｬｨｦｨ ｨ 08ｨｹ 00ｨｦｨｰ 010507 ｨｺｨ 00040007090802ｨｰ. 0805ｨｨ02 ｨｮ01ｨｪ00020502ｨｮ0007ｨｰ Bi 02ｨｺ00ｨｦｨｬ0502ｨｦ 0007 0807ｨｮｨｹ 0004ｨｰ ｨｮ01ｨｬｨｬ020007 ﾂ07ｨｰ 0004ｨｰ ｨｬ0200ｨ 0905040007ｨｰ ﾁi ｨｮ0004 01ｨｦ05ｨｺ09ｨｦｨｮ04 0004ｨｰ ｨｬ07ｨｪ0501ｨ ｨｰ 000701 080504ｨｨ01ｨｮｨｬ0705, ｨｹ00ｨ ｨｪ 04 ｨｬ0200ｨ 0905040007 ﾁi ｨ 010604ｨｨ0208 ｨｺｨ 0005 ｨｬ08ｨ ｨｬ07ｨｪ0501ｨ, 02ｨｪ06 07ｨｦ 0108ｨｹ0507ｨｦ0802ｨｰ 0102ｨｪ ｨｬ0200ｨ 090504ｨｨ0705ｨｪ. 0908ｨｹ ｨｨ02ｨｴ090400ｨｦｨｺ07 0508070304, 07ｨｦ ｨｬ0200ｨ 0905040006ｨｰ ﾁ 1, ﾁ 2... ﾁ ｨｺ 0809060802ｨｦ ｨｪｨ ｨ ｨｺ07050701ｨｨ0705ｨｪ ｨｬｨｦｨ 08070501ｨｬ0200ｨ 0905040007 ｨｺｨ ｨｪ07ｨｪｨｦｨｺ07 ｨｺｨ 00ｨ ｨｪ07ｨｬ07, ｨｬ02 01ｨｦｨ ｨｺ01ｨｬ05ｨｪｨｮ02ｨｦｨｰ ｨｺｨ ｨｦ ｨｮ01ｨｪ01ｨｦｨ ｨｺ01ｨｬ05ｨｪｨｮ02ｨｦｨｰ ｨ ｨｪ0008ｨｮ0007ｨｦ ﾂｨ 08ｨｮ02ｨｰ ｨｮ00ｨｦｨｰ 010507 07ｨｬ050102ｨｰ, 0108ｨｹｨｨ02ｨｮ04 080701 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ ｨｪｨ 08ｨ 09ｨ 09ｨｦ05030200ｨ ｨｦ 0709ｨｦｨ ｨｺ05. 0002 0004 ｨｬ06ｨｨ070107 0004ｨｰ 01ｨｦｨ ｨｺ09ｨｦ00ｨｦｨｺ07ｨｰ ｨ ｨｪ050501ｨｮ04ｨｰ ｨｬ0807090208 ｨｪｨ 0008ｨｪ02ｨｦ 01ｨｦ0500ｨｪｨｴｨｮ04 00ｨｦｨ 0004ｨｪ 0508ｨ 090604 07 ｨｹ ﾂｨｦ 02ｨｪｨｹｨｰ ｨｪ07ｨｮ07ｨｬｨ 0007ｨｰ, ｨｬ06ｨｮｨｴ 0004ｨｰ 02060600ｨ ｨｮ04ｨｰ 01ｨｦｨ 02ｨｹ09ｨｴｨｪ 08ｨ 09ｨ 00ｨｹｨｪ00ｨｴｨｪ ｨｺｨｦｨｪ0105ｨｪ0701. 6. 0904030203070100090809 0005 010509000007080507 04090907010205030005070507 09080509 ﾂ0701ｨｪ 050802ｨｦ09ｨ ｨｮ02 080507ｨｨ07ｨｰ ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05, ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ, 00ｨｴｨｪ 07080708ｨｴｨｪ 04 02ｨｺ0008ｨｬ04ｨｮ04 0208ｨｪｨ ｨｦ ｨ 08ｨｹ ｨｮ ﾂ0200ｨｦｨｺ05 ｨ 080507 06ｨｴｨｰ ｨｺｨ ｨｦ ｨ 09ｨｺ020005 0105ｨｮｨｺ070504, ｨ ｨｪ05050700ｨ ｨｬ02 0007 ｨ ｨｪ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ 07 ｨｹ ﾂｨｦ ｨｪｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0705ｨｪ ｨｴｨｰ 0009ｨ ｨｬｨｬｨｦｨｺ05. 08ｨ 01080701020800ｨｬｨ 00ｨ 00ｨ 07080708ｨ 0102ｨｪ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 00ｨｹ ｨｪｨ 02ｨｺ00ｨｦｨｬ04ｨｨ0705ｨｪ ｨｴｨｰ 0009ｨ ｨｬｨｬｨｦｨｺ05, 02ｨｺ00ｨｦｨｬ06ｨｪ00ｨ ｨｦ ｨｮ01ｨｪ07ｨｨｨｴｨｰ ｨｬ02 080907ｨｮ020000ｨｦｨｮ00ｨｦｨｺ06ｨｰ ｨｬ02ｨｨｨｹ010701ｨｰ ｨｺｨ ｨｦ ｨｮ02 ｨｮ01ｨｪ05090004ｨｮ04 ｨｬ02 0004 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 06ｨｺ0209ｨ ｨｮ04 000701 01ｨｦｨ 00ｨ 09ｨ ｨｺ00ｨｦｨｺ0705 ｨｹ090701. 0807 0801ｨｦ07 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ ｨｬ0807090208 ｨｪｨ ｨｬ0200ｨ 0009ｨ 080208 ｨｮ02 01ｨｦｨ 0207090200ｨｦｨｺ05 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ, ｨ ｨｪ05050700ｨ ｨｬ02 0004 ｨｬｨ ｨｨ04ｨｬｨ 00ｨｦｨｺ07 06ｨｺ0209ｨ ｨｮ04 000701 0001 ﾂｨ 080701 ｨｮ020505ｨｬｨ 0007ｨｰ. 0700ｨ 080209ｨｦｨｮｨｮｨｹ000209ｨ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ05 01080701020800ｨｬｨ 00ｨ 00ｨ 07080708ｨ 02ｨｺ00ｨｦｨｬ06ｨｪ00ｨ ｨｦ, 0102ｨｪ 0208ｨｪｨ ｨｦ 0101ｨｪｨ 0007 04 0209ｨｬ04ｨｪ0208ｨ 0004ｨｰ 02ｨｺ0008ｨｬ04ｨｮ04ｨｰ 00ｨｴｨｪ ｨｮ01ｨｪ00020502ｨｮ0006ｨｪ 000701ｨｰ. 00ｨ ｨｮｨｦｨｺ06ｨｰ ｨｬ07090206ｨｰ ｨｬ04 0009ｨ ｨｬｨｬｨｦｨｺ06ｨｪ 0108070102ｨｦ00ｨｬ0500ｨｴｨｪ, 00ｨ 07080708ｨ ｨｬ0200ｨ 0009060807ｨｪ00ｨ ｨｦ ｨｮ02 0009ｨ ｨｬｨｬｨｦｨｺ05, 0208ｨｪｨ ｨｦ: 6ｦ1 05 09= ﾁ/(00 0 +00 1 ﾁ 1 +00 2 ﾁ 2 +...+00ｨｺ ﾁｨｺ+02). 03ｨｺ00ｨｦｨｬ0500ｨ ｨｦ ｨｴｨｰ 0009ｨ ｨｬｨｬｨｦｨｺｨｹ, ｨ ｨｪ ｨ ｨｪ00ｨｦｨｮ0009ｨ 020208 ｨｺｨ ｨｦ 0002ｨｨ0208 09*= ﾁ/09
13530 06. 080908030708A050907 6ｦ1 05 09=00 0 ﾁ 1 00 1 ﾁ 2 00 2... ﾁ ｨｺ 00 ｨｺ 02 09ｨｪ 050700ｨ 09ｨｦｨｨｨｬ04ｨｨ0705ｨｪ 00ｨ ｨｬ060504 000701, 08ｨ 0809ｨｪ02ｨｦ 0004 ｨｬ07090207: ｨｹ080701 09*=LnY, X 1 *=LnX 1, X 2 *=LnX 2,..., X k *=LnX k, u=ln02 ｨｺｨ ｨｦ 02ｨｺ00ｨｦｨｬ0500ｨ ｨｦ ｨｴｨｰ 0009ｨ ｨｬｨｬｨｦｨｺｨｹ 0108ｨｹ0102ｨｦ00ｨｬｨ. 09*=00 07 +00 1 ﾁ* 1 +00 2 ﾁ* 2 +...+00 ｨｺ ﾁ* ｨｺ +u ABSTRACT... Theory of statistical models T. KATOSTARAS Faculty of Nursing, University of Athens, Athens, Greece Archives of Hellenic Medicine 2003, 20(5):526ｨC531 The application of the theory of the statistical models in the health field attempts to give answers to several important problems, one of which is that of the causes leading to the appearance of an illness. For this aim to be fulfilled, several assumptions are made about the properties of population units. In order to express quantitatively the group of these assumptions, a mathematical equation or a group of equations is defined, which is called a mathematical model. This model is used to express the mode by which a feature of the population units changes, when other specific features vary. Mathematical models specify a deterministic relation between their variables, an exact relationship between cause and outcome and consequently refer to natural phenomena. Apart from the natural, there are also incidental phenomena, which cannot be fully explained by the known mathematical models. The effort, then, of mathematics is concentrated on explaining the average variation of a feature (dependent variable), when other known (independent variables) and unknown features change. This is achieved by the use of statistical models. These models constitute a group of assumptions about the properties of the population units, which are considered to be true on average and are expressed through an equation or a group of equations. With statistical models the effects of the unknown and immeasurable variables on the dependent variable are co-examined, with the use of a variable that is called random error. The linear regression model: With the use of this model, the value of a quantitative feature is estimated through the values of the other features (determinants, risk factors). The variation of a quantitative characteristic can also be estimated, when only one or more of the other quantitative characteristics vary. A fundamental assumption of the model is that the variation of the quantitative characteristic is linearly related to the variation of the other characteristics. The logistic regression model: With this model, the likelihood and its variation can be estimated for a characteristic (illness) to show up, when the values of other characteristics change or when other characteristics show up (risk factors). This is a non-linear model. The discriminant analysis model: With this model, the population units are classified into categories, with the classification depending on the value of some of their characteristics or on the existence of certain features. The non-linear regression models: There are countless non-linear statistical models, which originate from respective mathematical models, depending on the form of the random error. With the use of these, the value of a quantitative characteristic is estimated, through the values of other characteristics. The variation of a quantitative characteristic can also be estimated when one or more, mainly quantitative, characteristics change. A fundamental assumption is that the changing characteristics relate to the characteristic concerned with a non-linear relationship.... Key words: Dependence, Discriminant analysis, Logistic regression, Regression, Statistical model 00ｨｦ0905ｨｦ070009ｨ 0208ｨ 1. GREENLAND S. Introduction to regression model. In: Rothmans KJ, Greenland S (eds) Modern Epidemiology. Lippincott-Raven, Philadelphia, 1998:319ｨC400 2. HOSMER D, LEMESHOW S. Applied logistic regression. Wiley, New York, 1989 3. PAGANO M, GAUVREAU K. Principles of Biostatistics. Duxbury Press, An International Thomson Publ Co, Boston, 1996 4. 0108090009090308070307 06. 0602ｨｴ090400ｨｦｨｺ07 07ｨｦｨｺ07ｨｪ07ｨｬ02000908ｨ. 08ｨｹｨｬ07ｨｰ 0907. 03ｨｺ01ｨｹｨｮ02ｨｦｨｰ 08ｨ ｨｬ080209ｨｹ0807010507ｨｰ, 09ｨｨ07ｨｪｨ, 1985
13060302050709 080201 0708090807070807080201 090403020307010009080201 531 5. 08090803070809050907 06. 03ｨｦｨｮｨ 00ｨｴ0007 ｨｮ0004 ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ07. 00ｨｺ0107ｨｮ04 ｨｦ01080701, 09ｨｨ07ｨｪｨ, 1993 6. 04090409030909010103090309 01, 08090803070809050907 06. 00ｨｦ07ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ07 ｨｺｨ ｨｦ ｨｬ02ｨｨ07010705070008ｨ. 00090201ｨｪｨ. 03ｨｺ01ｨｹｨｮ02ｨｦｨｰ 040700ｨ, 09ｨｨ07ｨｪｨ, 1995 7. 070409050307 09. 05 06ｨｪｨｪ07ｨｦｨ 000701 05ｨｹ000701 00ｨｴｨｪ 070003 ｨｮ0004ｨｪ ｨ ｨｦ00ｨｦ07050700ｨｦｨｺ07 06090201ｨｪｨ. 0909 ﾂ 03050504ｨｪ 07ｨ 0009 1997, 14:373ｨC374 8. 070409050307 09. 000200ｨ -0208ｨｦ0104ｨｬｨｦ0705070008ｨ 07 0202ｨ 09ｨｬ07ｨｮｨｬ06ｨｪ04 ｨｦｨ 0009ｨｦｨｺ07 06090201ｨｪｨ. 03ｨｺ01ｨｹｨｮ02ｨｦｨｰ 00050809, 09ｨｨ07ｨｪｨ, 2001 9. 080507 ﾁ03040309090307 02, 080402010309 09, 080908070309010709010105 08. 00ｨｦ07ｨｮ00ｨ 00ｨｦｨｮ00ｨｦｨｺ07. 0308ｨｦｨｮ0004ｨｬ07ｨｪｨｦｨｺ06ｨｰ 03ｨｺ01ｨｹｨｮ02ｨｦｨｰ 00ｨ 0908ｨ 01. 04ｨ 09ｨｦｨｮｨｦ05ｨｪ0701, 09ｨｨ07ｨｪｨ, 2000 Corresponding author: T. Katostaras, 123 Papadiamantopoulou street, GR-115 27 Athens, Greece e-mail: tkatos@nurs.oua.gr...