䛿䛨䜑䛻
ዉⰋ┴䛻䛚䛡䜛
Ꮚ䛹䜒䛾⏕ά⩦័⑓ண㜵ㄪᰝ䠄ᖹᡂ
Ꮚ䛹䜒䛾⏕ά⩦័⑓ண㜵ㄪᰝ䠄ᖹᡂϭϲᖺ䠅䛾᳨ド
䠄ᖹᡂ ᖺ䠅䛾᳨ド
㧗ᰯ⏕䛾ႚ↮䛸ᐙ᪘ႚ↮䛸䛾㛵ಀ䛻䛴䛔䛶
㧗ᰯ⏕䛾ႚ↮䛸ᐙ᪘ႚ↮䛸䛾㛵ಀ䛻䛴䛔䛶
㧗ᰯ⏕䛾ႚ↮䛸ᐙ᪘ႚ↮䛾㛵ಀ䜢ሗ࿌䛩䜛䛻䛒䛯䜚䚸᪥ᮏ඲
㧗ᰯ⏕䛾ႚ↮䛸ᐙ᪘ႚ↮䛾㛵ಀ䜢ሗ࿌䛩䜛䛻䛒䛯䜚䚸᪥ᮏ඲
య䛾ႚ↮ືྥ䛾ᴫ␎䜢ሗ࿌䛩䜛䚹
᪥ᮏே䛾ᖹᆒႚ↮
᪥ᮏே䛾ᖹᆒႚ↮⋡
ႚ↮⋡䛿䚸ᅗ䠍䛻䜏䜛䜘䛖䛻⏨ᛶ䛿పୗഴ
䚸ᅗ䠍䛻䜏䜛䜘䛖䛻⏨ᛶ䛿పୗഴ
ྥ䚸ዪᛶ䛿ᶓ䜀䛔䛸ᤊ䛘䜛䛣䛸䛜䛷䛝䜛䚹
ᅗ䠍 ᛶูᖹᆒႚ↮⋡䛾ᖺḟ᥎⛣
ϲϬ
ཌ
⏕
ປ
ാ
┬
ᅜ
Ẹ
೺
ᗣ
ᰤ
㣴
ㄪ
ᰝ
⏨ᛶ
ϱϬ
ϰϬ
ϯϬ
ዪᛶ
ϮϬ
೺ᗣᨻ⟇་Ꮫㅮᗙ
᳃ᕝⱥᏊ
ϭϬ
Ϭ
ϭϵϴϵ ϭϵϵϭ ϭϵϵϯ ϭϵϵϱ ϭϵϵϳ ϭϵϵϵ ϮϬϬϭ ϮϬϬϯ ϮϬϬϱ ϮϬϬϳ ϮϬϬϵ ϮϬϭϬ
䛆◊✲┠ⓗ䛇
◊✲┠ⓗ䛇
ࠕᮍᡂᖺ⪅ࡢႚ↮ࢆ࡞ࡃࡍࠖ┠ᶆࡣࠊ᪥ᮏ
ᮍᡂᖺ⪅ࡢႚ↮ࢆ࡞ࡃࡍࠖ┠ᶆࡣࠊ᪥ᮏࡢ
᪥ᮏࡢࡓࡤࡇᑐ⟇ࡢ㔜せ
࡞᪋⟇࡛࠶ࡿࠋࡑࡇ࡛
࡞᪋⟇࡛࠶ࡿࠋࡑࡇ࡛㺀
ࡑࡇ࡛㺀ዉⰋ┴࡟࠾ࡅࡿᏊ࡝ࡶࡢ⏕ά⩦័⑓ண㜵ㄪ
ᰝ;௨ୗ
௨ୗ㺂
௨ୗ㺂ዉⰋ┴ㄪᰝ࡜ࡍࡿͿ㺁
ዉⰋ┴ㄪᰝ࡜ࡍࡿ 㺁ࡢ᳨ドࢆ⾜࠸ࠊ᪋⟇ᐇ⌧ࡢ▱ぢࢆᚓࡿࡇ
ࡢ᳨ドࢆ⾜࠸ࠊ᪋⟇ᐇ⌧ࡢ▱ぢࢆᚓࡿࡇ
䛥䜙䛻ዪᛶ䛾ႚ↮⋡
䛥䜙䛻ዪᛶ䛾ႚ↮⋡䜢
ዪᛶ䛾ႚ↮⋡䜢㻝㻥㻤㻥ᖺ䛸
㻝㻥㻤㻥ᖺ䛸㻞㻜㻝㻜
ᖺ䛸㻞㻜㻝㻜ᖺ䛻䛴䛔䛶ᖺ㱋㝵⣭
㻞㻜㻝㻜ᖺ䛻䛴䛔䛶ᖺ㱋㝵⣭
ู䛻ẚ㍑䛩䜛䛸ᅗ䠎䛜♧䛩䜘䛖
ู䛻ẚ㍑䛩䜛䛸ᅗ䠎䛜♧䛩䜘䛖䛻
䛩䜛䛸ᅗ䠎䛜♧䛩䜘䛖䛻㻞㻜䡚
㻞㻜䡚㻡㻜ṓ௦䛿ቑຍ
㻡㻜ṓ௦䛿ቑຍ䜢♧䛧
ṓ௦䛿ቑຍ䜢♧䛧
䛶䛔䜛䚹
㈨
ᩱ
ᅗϮ ዪᛶ䛾ᖺ㱋㝵⣭ูႚ↮⋡䛾ᖺḟẚ㍑
ϭϲ
ϭϰ
ϭϮ
ϭϬ
ϴ
ϲ
ϰ
Ϯ
Ϭ
ϭϵϴϵ
ཌ
⏕
ປ
ാ
┬
ᅜ
Ẹ
೺
ᗣ
ᰤ
㣴
ㄪ
ᰝ
ϮϬϭϬ
࡜࡜ࡋࡓࠋ
䛆ㄪᰝ᪉ἲ䛇
ㄪᰝ᪉ἲ䛇
㸯ㄪᰝᑐ㇟㸸┴❧㧗ᰯ ᰯࡢ
ᰯࡢ
ᰯࡢ࣭࣭ᖺ⏕㸸
ᖺ⏕㸸ே
ே
㸰ㄪᰝ㡯┠㸸⏕ά⩦័ཬࡧ㌟య≧ἣࠊႚ↮ࠊ㣧㓇➼
㸰ㄪᰝ㡯┠㸸⏕ά⩦័ཬࡧ㌟య≧ἣࠊႚ↮ࠊ㣧㓇➼㡯┠࠶
㡯┠࠶
ࡿ୰࡛ࠕႚ↮ࠖ࡟ࡘ࠸࡚ྲྀࡾୖࡆࡓࠋ
㸱ศᯒ࡟ࡣ㹑㹎㹑㹑ࡢYHU
㸱ศᯒ࡟ࡣ㹑㹎㹑㹑ࡢYHUࢆ౑⏝ࡋࡓࠋ
YHUࢆ౑⏝ࡋࡓࠋ
⾲㸯
㧗➼Ꮫᰯ
࠙ዉⰋ┴ㄪᰝࡢᑐ㇟ࠊᅇ཰≧ἣཬࡧㄪᰝ᫬ᮇࠚ
ዉⰋ┴ㄪᰝࡢᑐ㇟ࠊᅇ཰≧ἣཬࡧㄪᰝ᫬ᮇࠚ
ᑐ㇟ேᩘ
ᅇ཰ᩘ
ᅇ཰⋡
ႚ↮ᅇ⟅ᩘ
ϱ͕Ϭϰϳ
ϰ͕ϳϳϱ
ϵϰ͘ϲ
ϰ͕ϲϳϵ
ႚ↮ᅇ⟅⋡䠄䠂䠅 ㄪᰝ᫬ᮇ
䠍䠌᭶
ϵϮ͘ϳ
ϮϬ䡚
䡚Ϯϵṓ
ṓ ϯϬ䡚
䡚ϯϵṓ
ṓ ϰϬ䡚
䡚ϰϵṓ
ṓ ϱϬ䡚
䡚ϱϵṓ
ṓ ϲϬ䡚
䡚ϲϵṓ
ṓ ϳϬṓ௨ୖ
ṓ௨ୖ
䛆ศᯒ᪉ἲ 䛇
䠍 㧗ᰯ⏕䛾ႚ↮⤒㦂䛸ᐙ᪘䛾ႚ↮䛾᭷↓➼䚸䜎䛯䚸䛂ႚ↮⤒
㦂䛒䜚䛃䛾ᅇ⟅⪅䛻䛿䚸ႚ↮䛾ዎᶵ➼䛻䛴䛔䛶䡴䢗䡹㞟ィ䚸䜹䜲
䠎஌᳨ᐃ䜢⾜䛔䚸䠫䠮䜢ồ䜑䚸⾲䠎䛸䛧䛯䚹
ᨵၿ⋡䠄>/&d್䠅䛸䛿
್䠅䛸䛿䠖
ᨵၿ⋡䠄
್䠅䛸䛿
౛ ∗䛜ႚ↮䛧䛶䚸
∗䛜ႚ↮䛧䛶䚸㧗ᰯ⏕䜒ႚ↮䛧䛶䛔䜛๭ྜ䛿䚸
㧗ᰯ⏕䜒ႚ↮䛧䛶䛔䜛๭ྜ䛿䚸㧗ᰯ⏕ႚ↮䛾ఱಸ䛛
䠎 㧗ᰯ⏕䛾ႚ↮⤒㦂䛸ᐙ᪘ႚ↮䛾┦஫స⏝䜢㝖እ䛩䜛䛯䜑
䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ䜢⾜䛔䚸⾲䠏䛸䛧䛯䚹
䠏 ᐙ᪘ႚ↮䛾ᵝ䚻䛺⤌ྜ䜟䛫䠄⾲ 䠐䠅䛻䜘䜛䝸䝇䜽䛾ከᐻ䜢ẚ
䠐䠅䛻䜘䜛䝸䝇䜽䛾ከᐻ䜢ẚ
㍑䛩䜛䛯䜑䚸ᑐ↷⩌䛾ᕪ䛻䜘䜛೫ᕪ䜢ᑡ䛺䛟䛩䜛䠨䠥䠢䠰್䜢
䛩䜛䛯䜑䚸ᑐ↷⩌䛾ᕪ䛻䜘䜛೫ᕪ䜢ᑡ䛺䛟䛩䜛䠨䠥䠢䠰್䜢ィ⟬ᘧ
䠄⾲ 㻡䚸⾲㻢䠅䛻䜘䛳䛶ồ䜑䚸ᅗ䠏䚸ᅗ䠑䛸䛧䛯
䠅䛻䜘䛳䛶ồ䜑䚸ᅗ䠏䚸ᅗ䠑䛸䛧䛯䚹
䚸ᅗ䠏䚸ᅗ䠑䛸䛧䛯䚹
ᣦᶆ
∗䜢౛䛸䛧䛯ព⩏䛵䛡
๓ᥦ☜⋡䠄䠨䠯䠱䠬䠬䠫䠮䠰䠅
๓ᥦ☜⋡䠄䠨䠯䠱䠬䠬䠫䠮䠰䠅 ᭷ຠᅇ⟅⪅䛾䛖䛱䚸∗䛜↮ⲡ䜢྾䛖㧗ᰯ⏕䛾⋡ & 䠋 ஦๓☜⋡䠄䠮䠯䠱䠬䠬䠫䠮䠰䠅
஦๓☜⋡䠄䠮䠯䠱䠬䠬䠫䠮䠰䠅 ᭷ຠᅇ⟅⪅䛾䛖䛱䚸↮ⲡ䜢྾䛖㧗ᰯ⏕䛾⋡
䠐 䝸䝣䝖್䛾അ↛ᛶ
䝸䝣䝖್䛾അ↛ᛶ䛾ᣦᶆ䛷
䛾ᣦᶆ䛷䛒䜛䠶್
䛾ᣦᶆ䛷䛒䜛䠶್䜢ồ䜑ᅗ䠐䚸ᅗ䠒䛸
䛒䜛䠶್䜢ồ䜑ᅗ䠐䚸ᅗ䠒䛸䛧䛯䚹
䜢ồ䜑ᅗ䠐䚸ᅗ䠒䛸䛧䛯䚹
ᨭᣢᗘ䠄䠯䠱䠬䠬䠫䠮䠰䠅
ᨭᣢᗘ䠄䠯䠱䠬䠬䠫䠮䠰䠅
,䠋
᭷ຠᅇ⟅⪅䛾䛖䛱䚸∗䛜ႚ↮䛧㧗ᰯ⏕䜒ႚ↮䛩䜛⋡ &,䠋 ☜ಙᗘ䠄
☜ಙᗘ䠄䠟䠫䠪䠢䠥䠠䠡䠪䠟䠡䠅 ∗䛸㧗ᰯ⏕䛜ႚ↮䛩䜛⋡䠋
䠋 ὾ &䠋
䠋
∗䛸㧗ᰯ⏕䛜ႚ↮䛩䜛⋡䠋∗䛜ႚ↮䛩䜛㧗ᰯ⏕䛾⋡ & ,䠋
ᨵၿ⋡䠄䠨䠥䠢䠰䠅
⾲䠎
㧗ᰯ⏕䛾ႚ↮䛻ᙳ㡪䜢୚䛘䜛ᐙᗞ⎔ቃせᅉ
䠄㧗ᰯ⏕ Ŷ䠙ϰ͕ϲϳϵ
ܼ
ࡊ ࿢
‫ ؾ‬ᙲ
㹍㹐
ဏ
‫ڡ‬
∗䛜ႚ↮䛧䛶䛔䜛䜋䛹
∗䛜ႚ↮䛧䛶䛔䜛䜋䛹䚸
ႚ↮䛧䛶䛔䜛䜋䛹䚸㧗ᰯ⏕䛾
㧗ᰯ⏕䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
ẕ䛜ႚ↮䛧䛶䛔䜛䜋䛹
ẕ䛜ႚ↮䛧䛶䛔䜛䜋䛹䚸
ႚ↮䛧䛶䛔䜛䜋䛹䚸㧗ᰯ⏕䛾
㧗ᰯ⏕䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
ᐙ᪘䛻ႚ↮⪅䛜䛔䜛䜋䛹䚸
ᐙ᪘䛻ႚ↮⪅䛜䛔䜛䜋䛹䚸㧗ᰯ⏕䛾
㧗ᰯ⏕䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
୧ぶ䛜ႚ↮䛧䛶䛔䜛䜋䛹䚸
୧ぶ䛜ႚ↮䛧䛶䛔䜛䜋䛹䚸㧗ᰯ⏕䛾
㧗ᰯ⏕䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
ᐙ᪘䛻
ᐙ᪘䛻 㧗ᰯ⏕䛾
㧗ᰯ⏕䛾䛂୍ᗘ྾䛳䛶
୍ᗘ྾䛳䛶䜏䛯䛟䛶
྾䛳䛶䜏䛯䛟䛶䛃
䜏䛯䛟䛶䛃ືᶵ䛜㧗䛟䛺䜛
ືᶵ䛜㧗䛟䛺䜛
ႚ↮⪅ ⏨Ꮚ䛾ᑠᏛᰯ5ᖺ䜎䛷䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
⏨Ꮚ䛾ᑠᏛᰯ ᖺ䜎䛷䛾ႚ↮⤒㦂䛜㧗䛟䛺䜛
䛜䛔䜛
㧗ᰯ⏕䛾ᖖ⩦ႚ↮⪅䛜ከ䛟䛺䜛
㧗ᰯ⏕䛾ᖖ⩦ႚ↮⪅䛜ከ䛟䛺䜛
䜋䛹
ಖㆤ⪅䛜
ಖㆤ⪅䛜㧗ᰯ⏕䛾
㧗ᰯ⏕䛾ႚ↮䜢ὀព䛧䛶䛔䜛䜋䛹
ႚ↮䜢ὀព䛧䛶䛔䜛䜋䛹䚸
䜋䛹䚸䛯䜀䛣䜢
䛯䜀䛣䜢྾䛔⥆䛡䜛㧗
྾䛔⥆䛡䜛㧗
ᰯ⏕䛜
ᰯ⏕䛜ᑡ䛺䛟䛺䜛
὾,䠋
⾲䠏 䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ⤖ᯝ
䛖䛱Ḟᦆ್Ϯϯ䠅
‫׆‬
∗ႚ↮䚸㧗ᰯ⏕ႚ↮䛿䚸㧗ᰯ⏕ႚ↮䜘䜚ఱಸ䛛 &, 䠋 &
ᐙ᪘䛾≧ἣ
඲య ϰϲϱϲ
⏨Ꮚ䡊
ϮϰϬϭ
ዪᏊ䡊 ϮϮϱϱ
䠫䠮
䠬್
䠫䠮
䠬್
䠫䠮
䠬್
ᐙ᪘䛾ㄡ䜒྾䜟䛺䛔
䠌䠊䠒
͘ϬϬϬ
䠌䠊䠒
͘ϬϬϳ
䠌䠊䠑
͘ϬϬϲ
∗䛜྾䛖䛸
䠌䠊䠕
͘ϱϯϴ
䠌䠊䠕
͘ϰϳϴ
䠍䠊䠌
͘ϴϭϬ
ẕ䛜྾䛖䛸
䠎䠊䠏
͘ϬϬϬ
䠎䠊䠑
͘ϬϬϬ
䠍䠊䠕
͘ϬϬϬ
඗䛜྾䛖䛸
䠎䠊䠌
͘ϬϬϬ
䠎䠊䠍
͘ϬϬϬ
䠍䠊䠓
͘ϬϬϱ
Ɇ
ጜ䛜྾䛖䛸
䠎䠊䠓
͘ϬϬϬ
䠎䠊䠔
͘ϬϬϬ
䠏䠊䠐
͘ϬϬϬ
♽∗
䠍䠊䠍
͘ϱϯϭ
䠌䠊䠕
͘ϰϳϴ
䠍䠊䠓
͘ϬϯϬ
♽ẕ
䠍䠊䠏
͘Ϯϲϰ
䠍䠊䠌
͘ϴϵϵ
䠍䠊䠒
͘ϭϴϬ
Ḟᦆ
䡊
Ϯϯ
⾲䠑
ႚ
↮
⤒
㦂
ႚ↮⤒㦂
ႚ↮⤒㦂 䛸 ඗ཪ䛿ጜ 䛾䜽䝻䝇⾲䛛䜙䠨್䚸䠶್䛾ィ⟬
᪂඗ጜ
㻜
㻝
ྜィ
ᗘᩘ
㻟㻢㻜㻡
㻝㻝㻥
㻟㻣㻞㻠
ႚ↮⤒㦂䛺䛧 ႚ↮⤒㦂 䛾 㻑
㻥㻢㻚㻤㻑
㻟㻚㻞㻑
㻝㻜㻜㻚㻜㻑
᪂඗ጜ 䛾 㻑
㻢㻡㻚㻣㻑
㻣㻥㻚㻢㻑
㻤㻜㻚㻝㻑
⥲࿴䛾 㻑
㻣㻣㻚㻜㻑
㻞㻚㻡㻑
㻣㻥㻚㻢㻑
ᗘᩘ
㻤㻥㻟
㻢㻞
㻥㻡㻡
ႚ↮⤒㦂䛒䜚 ႚ↮⤒㦂 䛾 㻑
㻥㻟㻚㻡㻑
㻢㻚㻡㻑
㻝㻜㻜㻚㻜㻑
᪂඗ጜ 䛾 㻑
㻝㻥㻚㻥㻑
㻟㻠㻚㻟㻑
㻞㻜㻚㻠㻑
⥲࿴䛾 㻑
㻝㻥㻚㻝㻑
㻝㻚㻟㻑
㻞㻜㻚㻠㻑
ᗘᩘ
㻠㻠㻥㻤
㻝㻤㻝
㻠㻢㻣㻥
ႚ↮⤒㦂 䛾 㻑
㻥㻢㻚㻝㻑
㻟㻚㻥㻑
㻝㻜㻜㻚㻜㻑
᪂඗ጜ 䛾 㻑
㻝㻜㻜㻚㻜㻑
㻝㻜㻜㻚㻜㻑
㻝㻜㻜㻚㻜㻑
⥲࿴䛾 㻑
㻥㻢㻚㻝㻑
㻟㻚㻥㻑
㻝㻜㻜㻚㻜㻑
ྜ
ィ
⾲
䐢䠋䐠
咋
Zscore(Li
Odds(- Odds(
PRR
LIFT
n11
n12
n21
n22
Odds
咝
ft)
)
+)
್
2.10 1.53 2.88 1.6782737
4.43
1.73
呍
咫
㼆㼟㼏㼛㼞㼑㻔㻸㼕㼒㼠㻕సᡂ⏝
䐟
䐠
䐡
䐢䠖䐡䠋䐟
㼆㼟㼏㼛㼞㼑㻔㻸㼕㼒㼠㻕సᡂ⏝
್
㻸㻿㼁㻾㻼㻼 㻾㻿㼁㻼㻼㻻 㻿㼁㻾㻼㻻㻾 㻯㻻㻺㻲㻵㻰㻱㻺㻯
ィ n11+n n21+n n++
p1
p2
p
12
22
㻻㻾㼀
㻾㼀
㼀
㻱
⟬
ᘧ 181 4498 4679 0.343 0.204 0.217 0.0387 0.2041 0.0133 0.342541
∗䛾䜏䚸ẕ䛾䜏䚸඗ཪ䛿ጜ䛾䜏䛜ႚ↮䛩䜛ሙྜ䛾䠨್䞉䠶್
∗䛾䜏䚸ẕ䛾䜏䚸඗ཪ䛿ጜ䛾䜏䛜ႚ↮䛩䜛ሙྜ䛾䠨್䞉䠶್
ϯ
Ϯ
ϭ
ϭ
Ϭ
Ϭ͘ϱ
∗
叏
叠
྾
厨
Ͳϭ
ͲϮ
Ϭ
∗
叏
叠
྾
厨
Ͳϯ
඗
叠ཪ
྾叐
厨ጜ
叏
ẕ
叏
叠
྾
厨
⾲䠕
䠶್
ẕ
叏
叠
྾
厨
඗
ཪ
叐
ጜ
叏
叠
྾
厨
Zscore
3.46
10.71
8.88
10.00
-2.24
5.99
3.58
3.09
4.43
5.66
4.24
6.56
3.39
2.29
ᅗ䠒
ϭϬ͘ϬϬ
ϴ͘ϬϬ
ϲ͘ϬϬ
ϰ͘ϬϬ
Ϯ͘ϬϬ
Ϭ͘ϬϬ
ͲϮ͘ϬϬ
Ͳϰ͘ϬϬ
⪃
ᐹ
ᮍᡂᖺ⪅䛾ႚ↮䜢䛺䛟䛩᪋⟇ᐇ⌧䛾䛯䜑䛻䛿䚸ᚑ᮶䛾
ᮍᡂᖺ⪅䛾ႚ↮䜢䛺䛟䛩᪋⟇ᐇ⌧䛾䛯䜑䛻䛿䚸ᚑ᮶䛾
ࠕ∗ぶࡢႚ↮࡟ࡼࡿᙳ㡪㺁
㺁࠶ࡿ࠸ࡣ⏕≀་Ꮫⓗ▱㆑䛾
ࠕ∗ぶࡢႚ↮࡟ࡼࡿᙳ㡪
࠶ࡿ࠸ࡣ⏕≀་Ꮫⓗ▱㆑䛾
೺ᗣᩍ⫱䛻ຍ䛘䛶䚸ᛶᕪ䜢ྵ䜐♫఍⤒῭ⓗ▱㆑䜢ྵ䜑䛯
⥲ྜⓗႚ↮㜵Ṇᩍ⫱䜢ᵓ⠏䛩䜛ᚲせᛶ䛜♧၀䛥䜜䛯䚹
䛣䜜䜙䛿ඛ⾜ᩥ⊩䛜♧䛩ႚ↮䛸೺ᗣ᱁ᕪ䞉♫఍᱁ᕪၥ
㢟䛾୍➃䜢ྵ䜐䜒䛾䛸⌮ゎ䛷䛝䜛䚹
ㄢ
ϭ͘ϱϬϬϬϬ
ϭ͘ϬϬϬϬϬ
Ϭ͘ϱϬϬϬϬ
Ϭ͘ϬϬϬϬϬ
⤖
ϭϮ͘ϬϬ
ᐙ᪘ႚ↮
㉁ၥ㸰㸯࣮㸰
㉁ၥ㸰㸯࣮㸱
㉁ၥ㸰㸯࣮㸲
㉁ၥ㸰㸯࣮㸳
∗ࡢࡳ྾࠺
ẕࡢࡳ྾࠺
඗ࡢࡳ྾࠺
ጜࡢࡳ྾࠺
඗ཪࡣጜࡀ྾࠺
∗ẕࡢࡳ
∗඗ࡢࡳ
∗ጜࡢࡳ
ẕ඗ࡢࡳ
ẕጜࡢࡳ
Ϯ͘ϬϬϬϬϬ
㢟
௒ᚋ䜒䡿䢚䡬䡼䜢⢭ᰝ䛧䚸 ᭦䛻ᖜᗈ䛟᳨ド䜢㐍䜑䛶䛔䛝
䛯䛔䚹
ᯝ
䠍ዉⰋ┴ㄪᰝ䛷㧗ᰯ⏕䛾ႚ↮⤒㦂䛸
ዉⰋ┴ㄪᰝ䛷㧗ᰯ⏕䛾ႚ↮⤒㦂䛸 䛂∗䛜ႚ↮䛧䛶䛔䜛䛃ሙྜ
䛾䠫䠮䛿 D͗ϭ͘ϱ䚸
䚸&͗ϭ͘ϳ ᭷ពᕪ䛜♧䛥䜜䛯䚹
䠎 ୖグ䛾┦஫
ୖグ䛾┦஫స⏝
䛾┦஫స⏝䜢
స⏝䜢㝖እ䛩䜛䛯䜑
㝖እ䛩䜛䛯䜑䚸┠ⓗኚᩘ
䛯䜑䚸┠ⓗኚᩘ䜢
䚸┠ⓗኚᩘ䜢㧗ᰯ⏕䛾ႚ↮
㧗ᰯ⏕䛾ႚ↮
⤒㦂䚸ㄝ᫂ኚᩘ䜢ᐙ᪘䛾
⤒㦂䚸ㄝ᫂ኚᩘ䜢ᐙ᪘䛾ႚ↮䛸
䜢ᐙ᪘䛾ႚ↮䛸䛧䛯
ႚ↮䛸䛧䛯䝻䝆䝇䝔䜱䝑䜽
䛧䛯䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ
䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ䛾⤖
ᅇᖐศᯒ䛾⤖
ᯝ䚸䛂∗䛜ႚ↮䛧䛶䛔䜛䛃ሙྜ䛾䠫䠮䛿
ᾘ䛘䛯䚹
ᯝ䚸䛂∗䛜ႚ↮䛧䛶䛔䜛䛃ሙྜ䛾䠫䠮䛿Ϭ͘ϵ䛷᭷
䛂∗䛜ႚ↮䛧䛶䛔䜛䛃ሙྜ䛾䠫䠮䛿 䛷᭷ ពᕪ䛜
ពᕪ䛜ᾘ䛘䛯䚹
䠏 䛭䛣䛷⾲䠒䛾᪉ἲ䛷᳨ド䛧䛯䛸䛣䜝䚸䠨್䠖
䚸䠶್䠖 ͲϮ͘Ϯϰ䚸
䚸
䛭䛣䛷⾲䠒䛾᪉ἲ䛷᳨ド䛧䛯䛸䛣䜝䚸䠨್䠖Ϭ͘ϴϱϰ䚸
䠨್䠖
䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ䛾ሙྜ䛸ྠᵝ䛾⤖ᯝ䛷䛒䛳䛯䚹
䝻䝆䝇䝔䜱䝑䜽ᅇᖐศᯒ䛾ሙྜ䛸ྠᵝ䛾⤖ᯝ䛷䛒䛳䛯䚹
䠐 ẕ䛰䛡䛜ႚ↮䛾ሙྜ䚸䝻䝆䝇䝔䝑䜽ᅇᖐศᯒ
䚸᭷
ẕ䛰䛡䛜ႚ↮䛾ሙྜ䚸䝻䝆䝇䝔䝑䜽ᅇᖐศᯒ䛷䠫䠮
䝻䝆䝇䝔䝑䜽ᅇᖐศᯒ䛷䠫䠮͗Ϯ͘ϯ䚸
䛷䠫䠮
ពᕪ䛜ㄆ䜑䜙䜜䚸 䠨್䠖ϭ͘ϵϮ䚸
䚸 䠶್䠖ϱ͘ϵϵ䛷䛒䛳䛯䚹ྠᵝ䛻
䛷䛒䛳䛯䚹ྠᵝ䛻
䠨್䠖
䠶್䠖
ᐙ᪘䛜㔜」ႚ↮䛾ሙྜ䜒㧗ᰯ⏕䛾ႚ↮⤒㦂䛻ⴭ䛧䛔ᙳ㡪
䜢୚䛘䛶䛔䛯䚹
䜢୚䛘䛶䛔䛯䚹
ẕጜ䛾䜏
ϰ
ϭ͘ϱ
Ϯ͘ϱϬϬϬϬ
ẕ඗䛾䜏
ϱ
ϯ͘ϬϬϬϬϬ
∗ጜ䛾䜏
㹘್
ϲ
Ϯ
ᅗ䠑
∗඗䛾䜏
ϳ
㹊㹇㹄㹒್
㹊㹇㹄㹒್
LIFT
1.20763
1.98199
1.90711
2.52876
0.85464
1.92676
1.61032
2.12311
1.67827
1.70792
1.66132
2.82662
2.21267
2.26130
∗ẕ䛾䜏
ᅗ䠐
ᐙ᪘ႚ↮
㉁ၥ㸰㸯࣮㸰
㉁ၥ㸰㸯࣮㸱
㉁ၥ㸰㸯࣮㸲
㉁ၥ㸰㸯࣮㸳
∗ࡢࡳ྾࠺
ẕࡢࡳ྾࠺
඗ࡢࡳ྾࠺
ጜࡢࡳ྾࠺
඗ཪࡣጜࡀ྾࠺
∗ẕࡢࡳ
∗඗ࡢࡳ
∗ጜࡢࡳ
ẕ඗ࡢࡳ
ẕጜࡢࡳ
ጜ䛾䜏྾䛖
Ϯ͘ϱ
䠨䠥䠢䠰್
⾲䠔
㹘್
㻙㻞㻚㻞㻠
㻡㻚㻥㻥
㻠㻚㻠㻟
඗ཪ䛿ጜ䛜྾䛖
ᅗ䠏
㹊㹇㹄㹒್
㹊㹇㹄㹒್
㻜㻚㻤㻡㻠㻢
㻝㻚㻥㻞㻢㻤
㻝㻚㻢㻣㻤㻞
඗䛾䜏྾䛖
⤌䜏ྜ䜟䛫
∗䛾䜏྾䛖
ẕ䛾䜏྾䛖
඗ཪ䛿ጜ䛾䜏྾䛖
඗ཪ䛿ጜ䛾䜏྾䛖
⾲䠓
ẕ䛾䜏྾䛖
ኚ ᩘ
∗䛜྾䛖䠄
∗䛜྾䛖䠄᪤Ꮡኚᩘ䠅
᪤Ꮡኚᩘ䠅
ẕ䛜྾䛖䠄
ẕ䛜྾䛖䠄᪤Ꮡኚᩘ䠅
᪤Ꮡኚᩘ䠅
඗䛜྾䛖䠄
඗䛜྾䛖䠄᪤Ꮡኚᩘ䠅
᪤Ꮡኚᩘ䠅
ጜ䛜྾䛖䠄
ጜ䛜྾䛖䠄᪤Ꮡኚᩘ䠅
᪤Ꮡኚᩘ䠅
∗䛰䛡䛜྾䛖
∗䜒ẕ䜒྾䛖
∗䜒඗䜒྾䛖
∗䜒ጜ䜒྾䛖
∗䜒ẕ䜒඗䜒྾䛖
∗䜒ẕ䜒ጜ䜒྾䛖
∗䜒඗䜒ጜ䜒྾䛖
∗䜒ẕ䜒඗䜒ጜ䜒྾䛖
ẕ䛰䛡䛜྾䛖
ẕ䜒඗䜒྾䛖
ẕ䜒ጜ䜒྾䛖
ẕ䜒඗䜒ጜ䜒྾䛖
඗䛰䛡䛜྾䛖
ጜ䛰䛡䛜྾䛖
඗䜒ጜ䜒྾䛖
∗䛾䜏྾䛖
඗ጜ
- - 1 - 1
0 0
0 0
1 0
0 1
1 0
0 1
1 1
1 1
0 0
1 0
0 1
1 1
1 0
0 1
1 1
㉁ၥ䠎䠍䞊䠐;඗Ϳ
ẕ
1
0
1
0
0
1
1
0
1
1
1
1
1
0
0
0
㉁ၥ䠎䠍䞊䠑;ጜͿ
ὀͿ ㉁ၥ䠎䠍䠖ඖㄪᰝ䛾␒ྕ
∗
1
㉁ၥ 2
21
3
4
䠑
ႚ↮ ∗
䠍
1
∗ẕ
1
∗඗
1
∗ጜ
1
∗ẕ඗
1
∗ẕጜ
1
∗඗ጜ
∗ẕ඗ጜ 1
0
ẕ
0
ẕ඗
0
ẕጜ
0
ẕ඗ጜ
0
඗
0
ጜ
඗ཪ䛿ጜ
ཪ䛿ጜ 0
㉁ၥ䠎䠍䞊䠎;∗Ϳ
↹㞧䛻䛺䜛䛯䜑
௒ᅇ䛿
䛂∗䚸ẕ䚸඗䚸ጜ䛃
䛾䜏䛷ኚᩘ䜢
䛯䛶䜛
⾲㻠 ⤌䜏ྜ䜟䛫⾲
㉁ၥ䠎䠍䞊䠏;ẕͿ
᮲௳䜢⣽ศ໬䛧᳨ウ䛩䜛