Japan Advanced Institute of Science and Technology
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Title
Structural FAVARによる世界景気の要因分析
Author(s)
竹内, 文英
Citation
経済分析, 184: 75-98
Issue Date
2011-01
Type
Journal Article
Text version
publisher
URL
http://hdl.handle.net/10119/10663
Rights
Copyright (C) 2011 内閣府経済社会総合研究所. 竹内
文英, 経済分析, 184, 2011, 75-98. 本著作物は内
閣府経済社会総合研究所の許可のもとに掲載するもの
です。
Description
ŔŵųŶŤŵŶųŢŭġŇłŗłœ ͥ͢ͅଲٮࠊܨ͈ါ֦ଢ଼
㧖ġ
㩷 ┻ౝ ᢥ⧷㧖㧖 㩷 䋼ⷐ⚂䋾㩷 ࿁ߩ☨࿖⊒ߩ⇇หᤨਇᴫߪޔ☨࿖⚻ᷣߩേะߪ⇇⚻ᷣߦᓇ㗀ࠍਈ߃ߦߊߊߥߞߡ ࠆߣ߁ޟ࠺ࠞ࠶ࡊࡦࠣޠ⺰ߩ⠨߃ᣇߦᄢߥ⋥ߒࠍㄼࠆߎߣߦߥߞߚޕߘߩ৻ᣇ ߢޔࠃࠅ㐳ᦼ⊛ߥⷞὐ߆ࠄ࿖㓙⊛ߥ᥊᳇ᓴⅣߩࠅᣇࠍಽᨆߒߚవⴕ⎇ⓥߢߪㄭᐕޔ⇇ ⷙᮨߩ᥊᳇ߩㅪേᕈࠃࠅ߽ޔ᰷Ꮊ߿ർ☨ޔ᧲ࠕࠫࠕߥߤߩၞ⚻ᷣߩേะߦ㑐ᔃ߇㓸߹ ߞߡ߅ࠅޔၞౝฦ࿖ޔ߅ࠃ߮ޔၞ㑆ߩ᥊᳇ߩㅪേᕈ߇㜞߹ߞߡࠆߣ߁ᜰ៰߽ߡ ࠆޕߎߩࠃ߁ߥၞ⚻ᷣߩ㉯ᚑߦട߃ޔ࿁ߩࠃ߁ߥ․ቯ࿖ߦ↢ߓߚ࡚ࠪ࠶ࠢ߇ઁ࿖ߦ ਈ߃ࠆᓇ㗀߿ޔ⾏ᤃ߿ᛩ⾗ߩ⇇⊛ߥᄢޔ࿖㓙⊛ߥ⾗Ḯଔᩰߩߥߤߩⷐ࿃߇ⶄ㔀ߦ ⛊ߺว߁ਛߢޔ⇇ฦ࿖ߩ᥊᳇ߩ㑐ଥᕈߪߤߩࠃ߁ߦᄌൻߒߡࠆߩߛࠈ߁߆ޕ ᧄⓂߪޔⶄᢙ࿖ߩ᥊᳇ᓴⅣߦᓇ㗀ࠍਈ߃ߡࠆ᭴ㅧ࡚ࠪ࠶ࠢ߿࿖㓙㑆ߩࠬࡇ࡞ࠝࡃ ലᨐࠍߢ߈ࠆ structural FAVAR㧔structural factor-augmented vector autoregression㧕ࠍޔ᧲ࠕࠫࠕ 9 ࠞ࿖ߣਥⷐవㅴ 7 ࠞ࿖ࠍࠊߖߚ 16 ࠞ࿖ߩ᥊᳇ߩᄌേⷐ࿃ࠍಽᨆߒߚޕᓥ᧪৻
⥸⊛ߥ dynamic factor model ߣ⇣ߥࠅޔstructural FAVAR ߢߪ᭴ㅧ࡚ࠪ࠶ࠢࠍߢ߈ࠆߚ ߦޔฦ࿖ߦᓇ㗀ࠍਈ߃ߡࠆ᥊᳇ᄌേⷐ࿃߇ߥߩ߆ࠍ․ቯߒ߿ߔޕታߩ↢↥ᕈ߿ ⾗Ḯଔᩰ࡚ࠪ࠶ࠢޔ㊄Ⲣ࡚ࠪ࠶ࠢߥߤߣᲧセߒߚߣߎࠈޔ᧲ࠕࠫࠕޔవㅴ⻉࿖ߣ߽ߦޔ2000 ᐕઍߦߞߡ߆ࠄߩࠛࡀ࡞ࠡଔᩰߩᓇ㗀ࠍᒝߊฃߌߡࠆߎߣ߇ಽ߆ߞߚޕ߹ߚޔ ㅢ⽻⛔วߥߤߩޔࠊࠁࠆᐲ⊛ߥ⛔วࠍᨐߚߒߚ᰷Ꮊࠃࠅ߽᧲ࠕࠫࠕߩᣇ߇ޔၞⷐ࿃ ߩᨐߚߔᓎഀ߇ᄢ߈ߎߣ߇ࠄ߆ߦߥߞߚޕหၞߩᎿ⒟㑆ಽᬺߦᵴ⊒ߦ߿ࠅขࠅ ߐࠇߡࠆ⾗ᧄ⽷ߦൻߒߚᛛⴚ㧔ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ㧕ߩ⫾Ⓧ߿ޔャ┹ജߣኒធߥ 㑐ଥࠍᜬߟ࠼࡞࠻ߩേะ߇⢛᥊ߦࠆߣ⠨߃ࠄࠇࠆޕ৻ᣇޔవㅴ⻉࿖ߪోⷐ⚛↢↥ ᕈ㧔TFP㧕߿㊄Ⲣ࡚ࠪ࠶ࠢߩᓇ㗀ࠍฃߌߡࠆޕ
JEL classification: C32, E32, F41, F42
Key words: ࿖㓙⊛ߥ᥊᳇ᓴⅣߩㅪേᕈޔStructural FAVARޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ
㩷
㩷
㩷
㧖 ᧄಽᨆߪޔ2009 ᐕᐲᣣᧄ⚻ᷣቇળᤐቄᄢળ㧔2009 ᐕ 6 㧕ߦ߅ߌࠆႎ๔ߦട╩ޔୃᱜࠍട߃ߚ߽ߩߢ ࠆޕ⸛⺰⠪ߩ↰┵స⥋వ↢㧔ੑ᧻ቇ⥢ᄢቇ㧕ࠃࠅ⾆㊀ߥࠦࡔࡦ࠻ࠍ㗂ߚޕ߹ߚޔ㧞ੱߩᧄඞฬࡈ ࠚ߆ࠄ߽ᢙᄙߊߩ⾆㊀ߥࠦࡔࡦ࠻ࠍ㗂ߚޕ⸥ߒߡᗵ⻢↳ߒߍࠆޕ 㧖㧖 ᣣᧄ⚻ᷣᣂ⡞␠ fumihide.takeuchi @nex.nikkei.co.jpA Decomposition of Global Business Cycles Using Structural FAVAR
By Fumihide TAKEUCHIAbstract
The recent global recession triggered by the financial crisis in the United States seems to invali-date the hypothesis frequently heard prior to the crisis that other countries can “decouple” from the US economy. At the same time, though, the literature on international business cycles suggests that, from a longer-term perspective, the global synchronization of business cycles is becoming some-what less pronounced, while on the other hand regional synchronization among the highly inte-grated economies of North America, Western Europe, and emerging Asia, as well as between North America and Western Europe on the one hand and emerging Asia on the other, appears to be in-creasing.
This paper employs the structural FAVAR (structural factor-augmented vector autoregression) method to analyze factors affecting the business cycles of sixteen economies including the seven major developed and nine East Asian countries. Comparing these extracted shocks with empirically observed financial, productivity and natural resource price shocks reveals that all countries have been affected by soaring energy prices, especially in the 2000s. Another interesting feature to note is that the business cycles of East Asian economies are affected to a large extent by common factors, while those of the Euro zone countries are not. In East Asia, the observed business cycle synchro-nization appears to reflect the accumulation of technology (investment-specific technological change) embodied in capital goods traded vigorously in the region and also the fluctuation in the exchange rate of the Japanese yen vis-à-vis the US dollar, which has a close link to the competi-tiveness of their exports relative to Japanese exports. On the other hand, the synchronization of business cycles among developed countries arises through financial and total factor productivity (TFP) shocks.
JEL classification: C32, E32, F41, F42
Key words: International business cycle synchronization, Structural FAVAR, Investment-specific technological change
㧝 ߪߓߦ
2008 ᐕᓟඨ߆ࠄ㗼ൻߒߚ☨࿖⊒ߩ㊄Ⲣෂᯏߪޔ⇇ฦ࿖ߩታ⚻ᷣߦᷓೞߥᓇ㗀ࠍਈ ߃ߚޕ☨࿖⚻ᷣ߇ᷫㅦߒᆎߚᒰೋߪޔ㗴߇ቛᛩ⾗ߣ߁Ყセ⊛㒢ࠄࠇߚࠢ࠲ߦ 㒢ቯߐࠇޔઁߩࠢ࠲ޔᒁߡߪᶏᄖ⚻ᷣߦ߽ߚࠄߐࠇࠆࠗࡦࡄࠢ࠻߇ዊߐ߆ߞߚߚޔ ☨࿖⚻ᷣߩേะߪ⇇⚻ᷣߦᓇ㗀ࠍਈ߃ߦߊߊߥߞߡࠆߣ߁ޟ࠺ࠞ࠶ࡊࡦࠣޠ⺰߇ ⋓ࠎߦ༗વߐࠇߚޕߒ߆ߒޔ߿ޔߎ߁ߒߚ࠺ࠞ࠶ࡊࡦࠣ⺰ߪᕆㅦߦᓇࠍ߭ߘߡࠆޕ ߎߩࠃ߁ߦ⚻ᷣ⁁ᴫ߇⍴ᦼ㑆ߦᄢ߈ߊᄌേߔࠆߥ߆ߢޔ⇇ฦ࿖ߩ᥊᳇߇⋧ߦߤߩࠃ ߁ߥࡔࠞ࠾࠭ࡓߩ߽ߣߢ㑐ଥߒߞߡࠆߩ߆ޔߣ߁ὐߦᡷߡᵈ⋡߇㓸߹ߞߡࠆޕ ࠺ࠞ࠶ࡊࡦࠣ⺰ߩᅷᒰᕈࠍᣧᤨᦼߦ൮⊛ߦᬌ⸛ߒߚ IMF㧔2007㧕ߦࠆࠃ߁ߦޔ ⇇⚻ᷣߩ⚂ 3 ഀࠍභࠆ☨࿖ߩᓇ㗀ᛮ߈ߦߪޔߎߩ㗴ߦធㄭߔࠆߎߣ߇ߢ߈ߥߩߪ⏕ ߆ߢࠆޕߘߩ႐วߦߪޟ☨࿖߇ߊߒ߾ߺࠍߔࠆߣᱷࠅߩ࿖ޘ߇㘑㇎ࠍᒁߊޠߣ߁⸒ ᣇ߇ࠃߊߥߐࠇࠆࠃ߁ߦޔ☨࿖ߢ⊒↢ߒߚࠄ߆ߩ࡚ࠪ࠶ࠢ߇ߘߩᓟઁ࿖ߦᵄߔࠆߣ ߁ޔ․ቯ࿖ߩ࡚ࠪ࠶ࠢߩࠬࡇ࡞ࠝࡃലᨐߩࠅᣇ߇ὶὐߦߥࠆޕ࿁ߩ☨࿖⊒ߩ⇇ หᤨਇᴫߦߪޔߘ߁ߒߚࡔࠞ࠾࠭ࡓ߇ᄙಽߦߡࠆߎߣߪ㑆㆑ߥߛࠈ߁ޕ ߒ߆ߒޔ⇇᥊᳇߇ㅪേᕈࠍ㜞ߚㆊߩߊߟ߆ߩዪ㕙ࠍᝄࠅߞߚ႐วޔߎ߁ߒߚ ☨࿖⊒ߩࠬࡇ࡞ࠝࡃലᨐߢߔߴߡ߇⺑ߢ߈ࠆࠊߌߢߪߥߎߣ߇ಽ߆ࠆޕIMF 㧔2007㧕ߪߘ߁ߒߚߣߒߡޔ1970 ᐕઍߩ 2 ᐲߦࠊߚࠆࠝࠗ࡞࡚ࠪ࠶ࠢޔ80 ᐕઍೋ㗡ߦฦ ࿖ߢߣࠄࠇߚ࠺ࠖࠬࠗࡦࡈ╷ޔ2000㧙2001 ᐕߩᩣଔਅ⪭ߥߤޔ⇇ฦ࿖ߢหᤨ⊛ߦ⊒ ↢ߒߚ᭽ޘߥ࡚ࠪ࠶ࠢࠍߍߡࠆޕ ߘߒߡޔฦ࿖⚻ᷣ߇⋥㕙ߔࠆน⢻ᕈߩࠆ࡚ࠪ࠶ࠢߪޔએߩࠃ߁ߥ․ቯ࿖⊒ߩࠬ ࡇ࡞ࠝࡃലᨐ߿⇇ㅢߩ࡚ࠪ࠶ࠢߦߣߤ߹ࠄߥޕ․ߦㄭᐕᵈ⋡ߐࠇߡࠆߩ߇․ ቯࠣ࡞ࡊߦ࿕ߩ࡚ࠪ࠶ࠢߢࠆޕ᰷Ꮊㅪว㧔EU㧕߿ർ☨⥄↱⾏ᤃදቯ㧔NAFTA㧕ߥ ߤߦઍߐࠇࠆࠃ߁ߥ⚻ᷣ⛔ว߇ฦߢㅴߺޔߘߩਛߦߪ᧲ࠕࠫࠕၞߩࠃ߁ߥޔᐲߢ ⺃ዉߔࠆߩߢߪߥߊᄙ࿖☋ડᬺߦࠃࠆಽᬺࡀ࠶࠻ࡢࠢ߇↢ߺߒߚታߩ⚻ᷣ⛔ว 㧔de-facto integration㧕߽߹ࠇࠆޕ߹ߚޔ․ቯࠣ࡞ࡊߦ࿕ߩ࡚ࠪ࠶ࠢߣ߁ᗧߢߪޔ ․ቯၞߛߌߢߪߥߊޔవㅴ࿖߿ㅜ࿖ߣߞߚ⊒ዷᲑ㓏ߩฦࠣ࡞ࡊߦ࿕ߩ࡚ࠪ࠶ ࠢߣ߁ߩ߽⠨߃ࠄࠇࠆߛࠈ߁ޕ߃߫ ADB㧔2007㧕ߪ᧲ࠕࠫࠕၞߣవㅴ⻉࿖㧔ᣣᧄޔ ☨࿖ޔ᰷Ꮊ㧕ߣ߁ 2 ߟߩࠣ࡞ࡊߦᵈ⋡ߒޔ․ߦ 90 ᐕઍᓟඨߩࠕࠫࠕㅢ⽻ෂᯏએ㒠ޔਔ ࠣ࡞ࡊߩ㑆ߩ᥊᳇ᓴⅣߩ⋧㑐߇㜞߹ߞߡࠆὐࠍᜰ៰ߒߡࠆޕߘߒߡޔߘߩ⢛᥊ߣߒ ߡޔਔࠣ࡞ࡊ㑆ߩ⾏ᤃ㑐ଥߩ✕ኒൻߦട߃ޔ᧲ࠕࠫࠕߩㅜ࿖࿕ߩᄌൻޔߔߥࠊߜޔ 㧔1㧕ㅢ⽻ෂᯏࠍ⚻㛎ߒߚฦ࿖ߩ⚻ᷣ╷߇ࠃࠅⷙᓞߦᴪߞߚౝኈߦᄌൻߒߚߎߣޔ㧔2㧕Ꮏ ⒟㑆ಽᬺࠍㅢߓߡၞౝ⾏ᤃ߇ᄢߒߡ߈ߚߎߣޔߩ 2 ὐࠍߍߡࠆޕ એߩࠃ߁ߥὐࠍ⠨ᘦߒߚ߁߃ߢ࿖㓙⊛ߥ᥊᳇ᓴⅣߩࡔࠞ࠾࠭ࡓࠍಽᨆߔࠆ႐วޔฦ࿖ ⚻ᷣߦᓇ㗀ࠍਈ߃ࠆⶄᢙߩࡈࠔࠢ࠲ࠍ․ቯൻߒޔߘࠇߙࠇߩᓇ㗀ߩᄢዊࠍᲧセᬌ⸛ߔࠆ ᔅⷐ߇ߡߊࠆޕฦ࿖ߩ᥊᳇ߦㅢߒߡᓇ㗀ࠍ߽ߚࠄߔẜᄌᢙ㧔latent variables㧕ࠍផ⸘ߔࠆ႐วޔߊ ߟ߆ߩᣇᴺ߇ࠆޕᓥ᧪৻⥸⊛ߛߞߚߩ߇ޔࠊࠁࠆ dynamic factor model ߩᵴ↪ߢࠆ 㧔Kose et al.㧔2003ޔ2008㧕ޔIMF㧔2007㧕ޔMoneta and Rüffer㧔2009㧕㧕ޕAR ᭴ㅧࠍᜬߟ᭽ޘ ߥࡈࠔࠢ࠲߇ฦ࿖ߩ᥊᳇ߦᓇ㗀ࠍਈ߃ࠆߣ߁ࡕ࠺࡞ࠍᗐቯߔࠆޕߚߛߒޔߎߩࡕ࠺࡞ ߢߪࠬࡇ࡞ࠝࡃലᨐ߇⼂ߢ߈ߥޕ߹ߚޔ⺃ዉᒻߩផ⸘ߩ߽ߣߢߐࠇߚࡈࠔࠢ ࠲ߪߘࠇߙࠇ⁛┙ߩޔࠊࠁࠆ᭴ㅧ࡚ࠪ࠶ࠢ㧔structural shocks㧕ߢߪߥޕฦࡈࠔࠢ࠲ ߇ⶄᢙߩ᭴ㅧ࡚ࠪ࠶ࠢߩวᚑߢࠆએޔ↢↥ᕈߥߤታߦ⸘᷹ߐࠇࠆ᭴ㅧ࡚ࠪ࠶ࠢߣ Ყߴߡޔࡈࠔࠢ࠲߇ߤߩࠃ߁ߥⷐ࿃ࠍߒߡࠆߩ߆ࠍᬌ⸛ߔࠆߎߣߪߢ߈ߥޕ ߎࠇߦኻߒߡޔAltonji and Ham (1990)ޔNorbin and Schlagenhauf (1996)ޔClark and Shin (2000)ޔ Bernanke et al.㧔2005㧕ޔStock and Watson (2005aޔ2005b) ߥߤߢขࠅߍࠄࠇޔᧄ Ⓜߢ߽ណ↪ߒߡࠆߩ߇ޔstructural factor-augmented vector autoregression㧔structural FAVAR㧕 ߣ߁ಽᨆᚻᴺߢࠆޕstructural FAVAR ߪޔdynamic factor model ߦ᭴ㅧ VAR ߩᚻᴺࠍข ࠅࠇߚ߽ߩߣ⟎ߠߌࠄࠇࠆޕฦࡈࠔࠢ࠲ߪ⋧ߦ⁛┙ߥ᭴ㅧ࡚ࠪ࠶ࠢߢࠆߣ߁ ೨ឭ߇⟎߆ࠇࠆߚޔdynamic factor model ߣ㆑ޔฦࡈࠔࠢ࠲߇ታ⊛ߦߤߩࠃ߁ߥⷐ ࿃ࠍᜰߒߡࠆߩ߆ࠍᬌ⸛ߒ߿ߔޕ ߎߩᣇᴺߢߪࠬࡇ࡞ࠝࡃലᨐߩࡔࠞ࠾࠭ࡓࠍࡕ࠺࡞ߦ␜⊛ߦ⚵ߺㄟߎߣ߇ߢ߈ ࠆޕߔߥࠊߜޔฦ࿖ߩ᥊᳇ᄌേߪޔ㧔1㧕ⶄᢙߩ࿖ߦหᤨ⊛ߦ߽ߚࠄߐࠇࠆᓇ㗀ޔ㧔2㧕ฦ࿖ ߏߣߦ⊒↢ߔࠆ idiosyncratic ߥ࡚ࠪ࠶ࠢޔߘߒߡޔ㧔3㧕ࠆ࿖ߩ࡚ࠪ࠶ࠢߩᓇ㗀߇ᤨ㑆ࠍ ߆ߌߡઁ࿖߳વ߬ߒߡߊࠬࡇ࡞ࠝࡃലᨐޔߣ߁ 3 ⒳㘃ߩⷐ࿃ߦಽ⸃ߐࠇࠆߎߣߦ ߥࠆޕ ᧄⓂߪޔߎߩ structural FAVAR ࠍޔ᧲ࠕࠫࠕ 9 ࠞ࿖㧔㖧࿖ޔบḧޔ㚅᷼ޔࠪࡦࠟࡐ ࡞ޔࡑࠪࠕޔ࠲ࠗޔࡈࠖࡇࡦޔࠗࡦ࠼ࡀࠪࠕޔਛ࿖㧕ߣᣣᧄޔ☨࿖ޔࠞ࠽࠳ޔ⧷ ࿖ޔ࡙ࡠ 3 ࠞ࿖㧔࠼ࠗ࠷ޔࡈࡦࠬޔࠗ࠲ࠕ㧕ࠍߚว⸘ 16 ࠞ࿖ߩ 90 ᐕઍએ㒠 ߩ᥊᳇ᓴⅣߩⷐ࿃ಽᨆࠍⴕߞߚޕవⴕ⎇ⓥߣᲧߴߚᧄⓂߩ․ᓽߪએਅߩࠃ߁ߦᢛℂߢ߈ࠆޕ ╙ 1 ߦޔ࿖㓙⊛᥊᳇ᓴⅣߩಽᨆߢߪߘ߽ߘ߽ޔstructural FAVAR ߩណ↪߇߹ߛ㕖Ᏹߦ㒢ࠄ ࠇߡࠆޕߎࠇ߹ߢߎߩಽ㊁ߩᤨ♽ಽᨆߢߪޔVAR ߿ dynamic factor model ߇ਥᵹߢ ߞߚ1ޕ ╙ 2 ߦ࿖㓙⊛ߥ᥊᳇ᓴⅣಽᨆߦ structural FAVAR ࠍㆡ↪ߒߚవⴕ⎇ⓥߪޔಽᨆኻ⽎ࠍవ ㅴ⻉࿖ߦ㒢ቯߒߡߚޕߎࠇߦኻߒߡᧄⓂߢߪޔ⋧ଐሽᐲࠍ㜞ߡࠆవㅴ⻉࿖ߣ᧲ࠕ ࠫࠕࠍ৻ߒߡಽᨆߒߚޕ వߦㅀߴߚࠃ߁ߦޔstructural FAVAR ߢߪ᭴ㅧ࡚ࠪ࠶ࠢࠍߢ߈ࠆߚߦޔࡈࠔࠢ࠲
1 structural FAVAR ߩណ↪ߣߒߡߍߚ Altonji and Ham (1990)ޔNorbin and Schlagenhauf (1996)ޔClark and
Shin (2000)ޔ Bernanke et al.㧔2005㧕ޔStock and Watson (2005aޔ2005b)ߩ߁ߜޔBernanke et al.㧔2005㧕ߪ☨ ࿖ߦ߅ߌࠆ㊄Ⲣ╷ߩലᨐߦ㑐ߔࠆಽᨆߢࠅޔAltonji and Ham (1990)ޔClark and Shin (2000)ߪၮᧄ⊛ߦ ࠞ࠽࠳ޔ☨࿖ౝߩᎺ⚻ᷣࠍනߣߒߡޔ↥ᬺ߿Ꮊޔ࿖ߦ࿃ߔࠆ᭴ㅧ࡚ࠪ࠶ࠢߩᓇ㗀ࠍߒߡࠆޕStock and Watson (2005b)ߪ☨࿖ౝߩᄙᢙߩ⚻ᷣᄌᢙࠍขࠅߍޔฦᄌᢙߦㅢߒߡᓇ㗀ࠍਈ߃ߡࠆ᭴ㅧ࡚ࠪ࠶ ࠢࠍዉߊߚߦ structural FAVAR ࠍណ↪ߒߡࠆޕ࿖㓙⊛ߥ᥊᳇ᓴⅣࠍ࠹ࡑߦ structural FAVAR ࠍᛒߞߡ ࠆߩߪޔNorbin and Schlagenhauf (1996)ޔStock and Watson (2005a㧕ߢࠆޕ
ߩਛりࠍ․ቯൻߒ߿ߔޕߎࠇߦኻߒޔ᧲ࠕࠫࠕ 10 ࠞ࿖㧔㖧࿖ޔบḧޔ㚅᷼ޔࠪࡦࠟࡐ ࡞ޔࡑࠪࠕޔ࠲ࠗޔࡈࠖࡇࡦޔࠗࡦ࠼ࡀࠪࠕޔਛ࿖ޔᣣᧄ㧕ߩ᥊᳇ᓴⅣⷐ࿃ࠍ dynamic factor modelߢಽᨆߒߚ Moneta and Rüffer㧔2009㧕ߪ㧝ࡈࠔࠢ࠲ࡕ࠺࡞ߢߒߚ໑৻ߩ ࡈࠔࠢ࠲ߦኻߒߡޔ⾗Ḯଔᩰ߿☨㊄ޔవㅴ⻉࿖ߩᚑ㐳₸ޔ࠼࡞࠻ߥߤ᭽ޘߥ♽ ࠍኻ⟎ߐߖޔޘߩ⋧㑐ࠍ࠴ࠚ࠶ࠢߒߡࠆޕߐࠇߚࡈࠔࠢ࠲߇⺃ዉᒻߩ࡚ࠪ࠶ ࠢߢࠆએޔ⋧ߦ⁛┙ߩ࡚ࠪ࠶ࠢࠍ೨ឭߣߒߡߥߐࠇࠆߴ߈ޔ᥊᳇ᓴⅣߦኻߔࠆⶄᢙ ߩⷐ࿃ߩነਈ₸ߩᲧセᬌ⸛ߪ㔍ߒߊߥࠆޕMoneta and Rüffer㧔2009㧕ߢߪޔ↢↥ᕈߥߤߩ
᭴ㅧ࡚ࠪ࠶ࠢߣࡈࠔࠢ࠲ߣߩ㑐ଥᕈ߽ᬌ⸛ߐࠇߡߥ2ޕ
ᧄⓂߩಽᨆߩ╙ 3 ߩ․ᓽߪޔߎߩ↢↥ᕈߦߟߡޔోⷐ⚛↢↥ᕈ㧔TFP㧕ߦട߃ޔ᧲ࠕ ࠫࠕߩᎿ⒟㑆ಽᬺߦߞߡᵴ⊒ߦᤃߐࠇߡࠆ⾗ᧄ⽷╬ߩᯏ᪾⸳ߦᵈ⋡ߒޔห⽷ߦ ൻߒߚᛛⴚ࡚ࠪ࠶ࠢޔߔߥࠊߜޔޟᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ㧔investment-specific technological change㧕ޠ㧔Greenwood et al.㧔1997ޔ2000㧕㧕ߩᓇ㗀ߦߟߡᬌ⸛ߒߚὐߢࠆޕ
ᧄⓂߢᓧࠄࠇߚਥߥಽᨆ⚿ᨐࠍⷐ⚂ߔࠆߣએਅߩࠃ߁ߦߥࠆޕ ᧲ࠕࠫࠕޔవㅴ⻉࿖ߩ᥊᳇ᓴⅣߪߣ߽ߦޔ2000 ᐕઍߦߞߡ߆ࠄߩࠛࡀ࡞ࠡଔᩰ ߩᓇ㗀ࠍᒝߊฃߌߡࠆߎߣ߇ಽ߆ߞߚޕ2008 ᐕᓟඨ߆ࠄ㗼ൻߒߚ☨࿖⊒ߩޟ⇇หᤨ ਇᴫޠࠃࠅ೨߆ࠄޔ⇇⊛ߦ᥊᳇ߩㅪേᕈ߇㜞߹ߞߡࠆὐ߇ᜰ៰ߐࠇߡࠆ߇3ޔߎߩ⾗ Ḯଔᩰ࡚ࠪ࠶ࠢ߇ㅪേᕈߩ৻࿃ߦߥߞߡࠆน⢻ᕈ߇ᒝޕ߹ߚޔᐲ⊛ߥ⛔วࠍᨐ ߚߒߚ᰷Ꮊࠃࠅ߽᧲ࠕࠫࠕߩᣇ߇ޔၞⷐ࿃ߩᨐߚߔᓎഀ߇ᄢ߈ߎߣ߇ࠄ߆ߦߥߞߚޕ หၞߩᎿ⒟㑆ಽᬺࠍㅢߓߚᛛⴚߩ⫾Ⓧ߿ޔ᧲ࠕࠫࠕฦ࿖ߩャ┹ജߣኒធߥ㑐ଥࠍᜬ ߟ࠼࡞࠻ߩേะ߇⢛᥊ߦࠆߣ⠨߃ࠄࠇࠆޕ৻ᣇޔవㅴ⻉࿖ߪోⷐ⚛↢↥ᕈ㧔TFP) ߿㊄Ⲣ࡚ࠪ࠶ࠢߩᓇ㗀ࠍฃߌߡࠆޕ ᧄⓂߩ᭴ᚑߪએਅߩࠃ߁ߦߥࠆޕᰴ▵ߢߪᧄⓂ߇ណ↪ߒߚ structural FAVAR ߩ․ᓽߣ⸃ ᴺߦߟߡ⸃⺑ߔࠆޕ⛯ߊ 3 ▵ߢಽᨆߩ⚿ᨐࠍႎ๔ߒޔᦨᓟߩ 4 ▵ߢಽᨆ⚿ᨐࠍ߹ߣࠆޕ
2Moneta and Rüffer
㧔2009㧕ߢߪ㊄Ⲣ㕙ߩ࡚ࠪ࠶ࠢߦߟߡ߽ౝ↢ᄌᢙߢࠆ☨㊄߿ᩣଔߣߩ㑐ଥᕈࠍ⏕ ߒߡࠆߦㆊ߉ߕޔ᭴ㅧ VAR ߢߒߚ㊄Ⲣ࡚ࠪ࠶ࠢߣߩ㑐ଥߦߟߡߪ⼏⺰ߐࠇߡߥޕMoneta and Rüffer㧔2009㧕ߩ⽸₂ߪޔࠕࠫࠕ᥊᳇ߩㅪ㑐ᕈߦ㑐ߔࠆవⴕ⎇ⓥ߇ 2 ࿖㑆ߩ᥊᳇ߩㅪേᕈߣ߁ⷰὐ ߆ࠄಽᨆߐࠇߡ߈ߚߩߦኻߒߡ㧔Crosby㧔2003㧕ޔShin and Wang㧔2004㧕ޔShin and Sohn㧔2006㧕㧕ޔdynamic factor modelࠍࠕࠫࠕၞߦㆡ↪ߒޔⶄᢙߩ࿖ߩ᥊᳇ᓴⅣ߆ࠄ߆ࠄㅢ࿃ሶࠍߔࠆߣ߁ࠕࡊࡠ࠴ ࠍߣߞߚὐߦࠆޕ 3 ADB㧔2007㧕ޔ┻ౝ㧔2006㧕ߪ 2000 ᐕઍߦߞߡ߆ࠄޔవㅴ⻉࿖ޔ᧲ࠕࠫࠕ⻉࿖ࠍ൮ߒߚ⇇⊛ߥⷙ ᮨߢ᥊᳇ߩㅪേᕈ߇㜞߹ߞߡࠆὐࠍᜰ៰ߒߡࠆޕ࿖㓙⊛ߥ᥊᳇ߩㅪേᕈߩ㜞߹ࠅߪᓥ᧪ޔ㧔1㧕GDP ᚑ㐳₸ߩ⋧㑐ߩ㜞߹ࠅޔ㧔2㧕࿖㓙⊛ߦⷰኤߐࠇࠆหᚑ㐳₸ߩಽᢔߩૐਅޔߣ߁㧞ߟߩᜰᮡ߆ࠄᬌ⸛ߐࠇ ߡ߈ߚޕIMF㧔2007㧕ߪ 1960 ᐕઍએ㒠ߩޔࠃࠅ㐳ᦼߩⷞὐ߆ࠄޔߎ߁ߒߚᜰᮡߦၮߠߚవⴕ⎇ⓥߩ⚿ ᨐࠍࠨࡌࠗߒߡ߅ࠅޔㅪേᕈߩ⢛᥊ߣߒߡߪ⾏ᤃ߿ᛩ⾗ߩᵴ⊒ൻࠍߍߡࠆޕ
㧞5VTWEVWTCN(#8#4
Stock and Watson (2005a)ߦଐߒޔᧄⓂߢߪએਅߩࠃ߁ߦ structural FAVAR ࠍផ⸘ߒߚޕ ߹ߕޔ⥄࿖ߩㆊߩ᥊᳇ᄌേ߆ࠄߩᓇ㗀߿ઁ࿖߆ࠄߩࠬࡇ࡞ࠝࡃലᨐߩᵄࡊࡠ ࠬࠍߒߚ㧭㧾ࡕ࠺࡞ࠍផ⸘ߔࠆޕᰴߦޔߎࠇࠄߩലᨐࠍ㒰ߒߚ㧭㧾ࡕ࠺࡞ߩ⺋Ꮕ㗄 ࠍⵍ⺑ᄌᢙߣߒߡޔߘࠇࠍ⺑ߔࠆẜᄌᢙߣߒߡߩ᭴ㅧ࡚ࠪ࠶ࠢޔߔߥࠊߜޔࡈࠔࠢ ࠲ࠍ․ቯൻߔࠆޕࡈࠔࠢ࠲ࠍߔࠆ╙ 2 Ბ㓏ߪ᭴ㅧ㨂㧭㧾ߩࠕࡊࡠ࠴ߣၮᧄ⊛ߦ หߓߢࠅޔࡈࠔࠢ࠲ߦ߆߆ࠆଥᢙࡑ࠻࠶ࠢࠬߦ৻ቯߩ⚂ࠍ⺖ߒߡ᭴ㅧ࡚ࠪ࠶ࠢࠍ ዉ߈ߔޕ
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߇ࡈࠔ ࠢ࠲ࡠ࠺ࠖࡦࠣࠬ㧔factor loadings㧕ߢࠆ4ޕ એ߆ࠄಽ߆ࠆࠃ߁ߦޔฦࡈࠔࠢ࠲ߪ⋧ߦ⁛┙ߩ᭴ㅧ࡚ࠪ࠶ࠢߢࠆߣ߁೨ឭ߇ ⟎߆ࠇߡࠆޕH
tߪฦ࿖⥄りߩ idiosyncratic ߥ࡚ࠪ࠶ࠢࠍࠄࠊߔޕߒߚ߇ߞߡޔฦ࿖ߩ ᥊᳇ߩᄌേߪಽᢔಽ⸃ߦࠃࠅޔ࿖㓙⊛ߥᓇ㗀ࠍฦ࿖ߦหᤨߦ߷ߔฦ⒳ߩࡈࠔࠢ࠲ߩല ᨐߣ⥄࿖ߩ࡚ࠪ࠶ࠢߩലᨐޔߘߒߡޔઁ࿖߆ࠄߩࠬࡇ࡞ࠝࡃലᨐߦⷐ࿃ಽ⸃ߐࠇࠆߎ ߣߦߥࠆ5ޕ ߥ߅ޔࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬߦኻߒߡㆊ⼂ߩ⚂߇⺖ߐࠇࠆ㧔2㧕ᑼߦ߅ 4ࡈࠔࠢ࠲ޔࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬࠍ⼂ߔࠆߚߦޔߎߎߢߪVar f I t) ( ߣ߁⚂ࠍ⟎ ߡផ⸘ߒߚޕ 5 ࠬࡇ࡞ࠝࡃലᨐߩ․ቯߪޔ࡚ࠪ࠶ࠢ߇ઁ࿖ߦᵄߔࠆ߹ߢߦ߆߆ࠆᤨ㑆ߦଐሽߔࠆὐߦ⇐ᗧߔࠆᔅ ⷐ߇ࠆޕᧄⓂߢߪ྾ඨᦼ࠺࠲ࠍߞߡಽᨆߒߡࠆ߇ޔ߃߫ޔࠆ࿖ߢ⊒↢ߒߚ idiosyncratic ߥࠪ ࡚࠶ࠢߩᓇ㗀߇ޔ࡚ࠪ࠶ࠢ߇߈ߚᒰ྾ඨᦼౝߦ৻᳇ߦ࿖㓙⊛ߦᵄߒߚࠃ߁ߥ႐วߪޔᧄⓂߩࡕ࠺࡞ ߢߪޔidiosyncratic ߥ࡚ࠪ࠶ࠢ㧗ࠬࡇ࡞ࠝࡃലᨐߢߪߥߊޔߎࠇࠍ࿖㓙⊛ߥࡈࠔࠢ࠲ߣ⼂ߔࠆߎ ߣߦߥࠆޕߡࡈࠔࠢ࠲ߩᢙޔ
k
ߩቯߪޔዕᐲᲧᬌቯ㧔ㆊ⼂࠹ࠬ࠻㧕ߢⴕ߁ޕ߹ߚޔẜᄌᢙ ࠍ㧔2㧕ᑼߩផ⸘ߦߪޔߎ߁ߒߚ႐วߩ↪ߥផ⸘ᣇᴺߣߒߡ⍮ࠄࠇࠆޟ㧱㧹ࠕ࡞ࠧ ࠭ࡓޠࠍ↪ࠆޕ EM ࠕ࡞ࠧ࠭ࡓߪẜᄌᢙࠍ⏕₸ࡕ࠺࡞ߦߟߡᦨዕផቯࠍⴕ߁ߚߩᚻᴺߢ ࠆޕⷰኤ࠺࠲ࠍ߽ߣߦቢో࠺࠲ߩኻᢙዕᐲߩ᧦ઙઃᦼᓙ୯ࠍ᳞ࠆ E㧔Expectation㧕 ࠬ࠹࠶ࡊޔߘࠇࠍᦨᄢൻߔࠆ M㧔Maximization㧕ࠬ࠹࠶ࡊߣ߁ 2 ߟߩࠬ࠹࠶ࡊࠍ➅ࠅ ߔߎߣߢޔࡄࡔ࠲ߦ㑐ߔࠆዪᚲᦨㆡ⸃ࠍᓧࠆޕDempster et al.㧔1977㧕ߪޔߎߩ➅ࠅ ߒ⸘▚ߩࠕ࡞ࠧ࠭ࡓߦ߅ߡޔኻᢙዕᐲ߇න⺞ߦჇടߔࠆߎߣࠍ␜ߒߚޕ ᧄⓂߢߪޔቢో࠺࠲ߩಽᏓߪᱜⷙಽᏓࠍᗐቯߔࠆޕߎߩࠃ߁ߥᜰᢙಽᏓᣖߦዻߔࠆኒ ᐲ㑐ᢙߩ႐วޔEM ࠕ࡞ࠧ࠭ࡓߩ߁ߜߩ M ࠬ࠹࠶ࡊߪ⋭⇛ߢ߈ޔ৻ߟ೨ߩ E ࠬ࠹࠶ࡊߢ ⸘▚ߐࠇߚචಽ⛔⸘㊂ࠍߘߩ߹߹ߞߡᰴߩ E ࠬ࠹࠶ࡊߦ߅ߡኻᢙዕᐲߩ᧦ઙઃᦼᓙ୯ ࠍ᳞ࠆߎߣ߇ߢ߈ࠆޕߘߒߡޔߎߩኻᢙዕᐲߩ᧦ઙઃᦼᓙ୯ࠍ᳞ࠆߎߣߪޔⷰኤ࠺ ࠲ࠍ೨ឭߦߒߚචಽ⛔⸘㊂ࠍ᳞ࠆߎߣߣ╬ߒߊߥࠆ6ޕ ࡄࡔ࠲ࠍ᳞ࠆߚߦචಽ⛔⸘㊂ࠍ➅ࠅߒ⸘▚ߔࠆ EM ࠕ࡞ࠧ࠭ࡓߩౕ⊛ߥ ᚻ㗅ߪએਅߩㅢࠅߢࠆ7ޕ ⸥ࡕ࠺࡞ࠍ೨ឭߣߒߚ EM ࠕ࡞ࠧ࠭ࡓߩ E ࠬ࠹࠶ࡊߢߪޔ㧔1㧕ᑼߩⷰኤ࠺࠲Y
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Stock and Watson (2005a)ߩ Gauss ࡌ ࠬ ߩ ࡊ ࡠ ࠣ ࡓ ߪ એ ਅ ߩ ࠕ ࠼ ࠬ ߢ 㐿 ߐ ࠇ ߡ ࠆ 㧔http://www.princeton.edu/~mwatson/publi.html㧕ޕߥ߅ޔᧄⓂߩࡊࡠࠣࡓ߽ޔ⺒⠪ߩ᳞ߦᔕߓߡឭଏߔ ࠆޕ
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(s) c 㧕ޕߎߩࠃ߁ߦ EM ࠕ࡞ࠧ࠭ࡓߢߪޔࠊࠁࠆᰳ᷹ㇱಽࠍ 㧔㧞㧕ᑼߩᖱႎࠍߥ߇ࠄޔฦᲑ㓏ߩචಽ⛔⸘㊂ࠍ➅ࠅߒ⸘▚ߔࠆߎߣߦࠃߞߡޔ ࡄࡔ࠲ߩ᧤୯ࠍᓧࠆߎߣ߇ߢ߈ࠆ8ޕ 㩷 㩷㧟 ផ⸘⚿ᨐ
3.1 ࠺࠲ߣࡕ࠺࡞ㆬᛯ ฦ࿖ߩ᥊᳇⁁ᴫࠍࠄࠊߔᄌᢙߣߒߡޔ৻⥸⊛ߦࠊࠇࠆታ⾰ GDP ߩᄌൻ₸㧔྾ඨᦼ ࡌࠬޔቄ▵⺞ᢛᷣߺ೨ᦼᲧ㧕ࠍᧄⓂߢ߽↪ࠆ9ޕಽᨆኻ⽎࿖ߪޔ᧲ࠕࠫࠕ 9 ࠞ࿖㧔㖧࿖ޔ บḧޔ㚅᷼ޔࠪࡦࠟࡐ࡞ޔࡑࠪࠕޔࡈࠖࡇࡦޔࠗࡦ࠼ࡀࠪࠕޔ࠲ࠗޔਛ࿖㧕ߣᣣ ᧄޔ☨࿖ޔࠞ࠽࠳ޔ⧷࿖ޔ࡙ࡠട⋖ 3 ࠞ࿖㧔࠼ࠗ࠷ޔࡈࡦࠬޔࠗ࠲ࠕ㧕ߩว⸘ 16 ࠞ࿖ޔಽᨆᦼ㑆ߪ྾ඨᦼ࠺࠲߇ 16 ࠞ࿖ㅢߒߡ↪น⢻ߥ 1993 ᐕ╙ 2 ྾ඨᦼ߆ࠄ 2008 ᐕ╙ 4 ྾ඨᦼ߹ߢߢࠆޕ ߥ߅ޔߐࠇߡߥਛ࿖ߩ྾ඨᦼࡌࠬߩታ⾰ GDP㧔ታ㗵㧕ߦߟߡߪ⁛⥄ߦផ⸘ ߒߚޕߐࠇߡࠆ྾ඨᦼࡌࠬߩታ⾰ GDP ࠺࠲ߪᚑ㐳₸ߛߌߢࠅޔᐕೋ߆ࠄߩ ⚥Ⓧ୯ߩ೨ᐕᲧߦߥߞߡ߅ࠅޔ྾ඨᦼනߩቄ▵⺞ᢛᷣߺ೨ᦼᲧ߇⸘▚ߢ߈ߥߚߢ ࠆ10ޕ એਅޔ㧔1㧕ᑼߩࠣᢙޔ߅ࠃ߮ޔ㧔2㧕ᑼߩࡈࠔࠢ࠲ᢙߩቯߣߞߚޔࡕ࠺࡞ㆬᛯߩ 8 ᧄⓂߩࡕ࠺࡞ߢߪ➅ࠅߒ⸘▚ࠍ 1000 ࿁ⴕޔචಽ⛔⸘㊂ߩ᧤߇⏕ߐࠇߚޕ 9 ࠺࠲ߪᄌൻ₸ߦᄌ឵ߐࠇߡ߅ࠅޔ16 ࠞ࿖ߩណ↪࠺࠲ߦߟߡߪߔߴߡޔනᩮᬌቯࠍㅢߓߡޔන ᩮࠍᜬߟߣ߁Ꮻή⺑߇᫈ළߐࠇߚޕ 10 ਛ࿖ߩ྾ඨᦼ GDP ⛔⸘ߦߟߡߪޔฬ⋡ GDP ߩታ㗵೨ᐕᲧߣታ⾰ GDP ߩ೨ᐕᲧ߇ߐࠇߡࠆޕ ߚߛޔฬ⋡ GDP ߇ฦ྾ඨᦼߏߣߩታ❣ߢࠆߩߦኻߒߡޔታ⾰ GDP ߪᐕೋ᧪ߩ⚥Ⓧ୯ߩ೨ᐕᲧߦߥߞߡ ߅ࠅޔ྾ඨᦼߏߣߩታ⾰୯ߪ⋥ធ⊛ߦߪᚻߢ߈ߥޕߘߎߢޔฬ⋡ GDP ߇ታ⾰ GDP ߣ╬ߒߊߥࠆޔ ࠊࠁࠆၮḰᐕࠍଢቱ⊛ߦ 2000 ᐕߣߒޔߘߩ೨ᓟߩฦ྾ඨᦼߏߣߩታ⾰ GDP ߩታ㗵ࠍ⸘▚ߒߚޕ⸘▚ᣇᴺ ߩ⚦ߪޔᣣᧄ⚻ᷣ⎇ⓥࡦ࠲㧔2009㧕ࠍෳᾖޕᚻ㗅ࠍ⚫ߔࠆޕ߹ߕޔ㧔1㧕ᑼࠍផ⸘ߔࠆޕࠣᢙߩቯߦߪ AICޔBIC ࠍޔ⥄࿖ ࠣ߇ 3ޔઁ࿖ࠣ߇ 1 ߢࠆ VAR㧔3ޔ1㧕߇ㆡᒰߣߩ⚿ᨐࠍᓧߚޕ ᰴߦ㧔2㧕ᑼࠍផ⸘ߔࠆޕ߹ߕޔࡈࠔࠢ࠲ߩᢙࠍࠆߚߦㆊ⼂࠹ࠬ࠻ࠍⴕ߁ޕ ߊߟ߆ߩ⇣ߥࠆࡈࠔࠢ࠲ࡕ࠺࡞ࠍ↪ᗧߒޔዕᐲᲧᬌቯߦࠃࠅㆡಾߥࡕ࠺࡞ࠍㆬᛯߔࠆޕ ᗐቯߔࠆࡈࠔࠢ࠲ߪ⇇ޔవㅴ⻉࿖㧔ᣣᧄޔ☨࿖ޔࠞ࠽࠳ޔ⧷࿖ޔ࡙ࡠ㧕ޔ࡙ࡠޔ ਛ࿖ࠍ㒰ߊ᧲ࠕࠫࠕ 8 ࠞ࿖ޔ᧲ࠕࠫࠕࠍߐࠄߦ 2 ಽഀߒߚ NIESޔASEAN ߩฦࡈࠔࠢ࠲ ߦട߃ޔᣣᧄࠍ㒰ߚవㅴ 6 ࠞ࿖ࡈࠔࠢ࠲ޔኻ࠼࡞࠻ߩቯࠍ⋡ᜰߔ᧲ࠕࠫࠕ 9 ࠞ ࿖㧔ਛ࿖ࠍ㧕ߣ☨࿖ࠍ߭ߣߟߩࠣ࡞ࡊߣߔࠆ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲ߩว⸘ 8 ߟ ߢࠆޕߎࠇࠄࠍ⚵ߺวࠊߖߡࡈࠔࠢ࠲ߩᢙࠍჇ߿ߒߡ߈ޔዕᐲᲧᬌቯߦࠃࠅࡈࠔࠢ ࠲ᢙࠍቯߔࠆޕ એਅޔฦࡈࠔࠢ࠲ࠍᗐቯߒߚℂ↱ߦߟߡ⺑ߔࠆޕ ᧲ࠕࠫࠕၞߦㅢߒߚࡈࠔࠢ࠲ࠍᗐቯߔࠆ㓙ߦਛ࿖ࠍ㒰ߚߩߪޔ᧲ࠕࠫࠕߩਛߢ ⓭ߒߚᄢ࿖ߢࠆਛ࿖ߩ᥊᳇ᓴⅣ߇ޔㄝࠕࠫࠕ⻉࿖߆ࠄᲧセ⊛⁛┙ߒߚേ߈ࠍߒߡ ࠆߣ߁ Moneta and Rüffer㧔2009㧕ߩ dynamic factor model ߩಽᨆ⚿ᨐࠍ〯߹߃ߚߚߢ ࠆޕߐࠄߦޔਛ࿖ࠍ㒰ߊ᧲ࠕࠫࠕฦ࿖ߪㅢߒߡޔߎߩࡈࠔࠢ࠲ߩᓇ㗀ࠍฃߌࠆߣหᤨ ߦޔ⊒ዷᲑ㓏ߦᔕߓߡ 2 ߟߩࠣ࡞ࡊߦಽ߆ࠇޔߘࠇߙࠇ࿕ߩࡈࠔࠢ࠲ߩᓇ㗀ਅߦ ࠆߣᗐቯߐࠇࠆޕవⴕࠣ࡞ࡊߩ NIES ߪ㖧࿖ޔบḧޔࠪࡦࠟࡐ࡞ޔ㚅᷼ޔᓟ⊒ࠣ࡞ ࡊߩ ASEAN ߪࡑࠪࠕޔ࠲ࠗޔࡈࠖࡇࡦߢ᭴ᚑߐࠇࠆޕASEAN ࠣ࡞ࡊ߆ࠄࠗࡦ࠼ ࡀࠪࠕࠍ㒰ᄖߒߚߩߪޔઁߩ ASEAN ⻉࿖ߣᲧߴࠆߣࠗࡦ࠼ࡀࠪࠕߩ႐วޔㄘᬺ㋶ᬺߩ ࠪࠚࠕ߇ᄢ߈ߊޔㅧᬺߩࠪࠚࠕ߇ዊߐߣ߁ࠃ߁ߦ․ᓽ⊛ߥ↥ᬺ᭴ㅧࠍߒߡ߅ࠅޔ ߎߩߎߣ߇᥊᳇ᓴⅣߦ߽ᓇ㗀ߒߡࠆὐࠍ⠨ᘦߒߚߚߢࠆ11ޕ ৻ᣇޔਛ࿖ࠍ᧲ࠕࠫࠕ 9 ࠞ࿖ߪኻ࠼࡞ὑᦧ࠻ߩቯᕈࠍ㊀ⷞߔࠆὑᦧ╷ࠍߣ ߞߡ߈ߚ⚻✲߇ࠅޔߎߩὐߢ☨࿖ߣ᧲ࠕࠫࠕ 9 ࠞ࿖ߪ࿕ߩࡈࠔࠢ࠲ߩᓇ㗀ࠍฃߌߡ ࠆน⢻ᕈ߇ࠆ㧔Moneta and Rüffer㧔2009㧕㧕ޕ᧲ࠕࠫࠕฦ࿖ߪኻ࠼࡞࠻ࠍቯߐߖ ࠆࠃ߁ߦὑᦧࠍ⺃ዉߒߡࠆߚޔ࠼࡞࠻ߩᄌൻ߇ฦ࿖ߩኻᣣャ┹ജߦ⋥ធ⊛ ߥᓇ㗀ࠍਈ߃ޔ᥊᳇ߩᄌേⷐ࿃ߦߥߞߡࠆޕߒߚ߇ߞߡޔ☨࿖㧗᧲ࠕࠫࠕࡈࠔࠢ࠲ߪ ࠼࡞࠻ߣߩㅪേᕈ߇ᗐቯߐࠇࠆޕ వㅴ⻉࿖ࡈࠔࠢ࠲ߣߪߦᣣᧄࠍ㒰ߚవㅴ 6 ࠞ࿖ࡈࠔࠢ࠲ࠍ⸳ቯߒߚߩߪޔᣣᧄ ߇ 1990 ᐕઍએ㒠ޔޟᄬࠊࠇߚ 10 ᐕޠߣࠊࠇࠆࠃ߁ߦޔ㐳ᦼߦࠊߚࠆ⚻ᷣߩṛᦼࠍ⚻㛎 ߒߚߚߢࠆޕᧄⓂߩផ⸘ᦼ㑆ߪᄙߊߩㇱಽޔߎߩṛᦼ㑆ߣ㊀ߥࠆޕᣣᧄࠍߚవ ㅴ 7 ࠞ࿖ߪㅜ࿖ࠃࠅ㜞↢ᵴ᳓Ḱߦࠅޔ↢↥㕙ߢߩᛛⴚ᳓Ḱ߽㜞ߣ߁ὐߢㅢߔ ࠆὐߪᄙ߇ޔߎߩࠃ߁ߥᣣᧄߩ࿕ⷐ࿃ࠍㅜ⠨ᘦߔࠆᔅⷐ߇ࠆޕ 3㧙㧝ߦࡈࠔࠢ࠲ߩᰴᢙࠍቯߔࠆዕᐲᲧᬌቯߩ⚿ᨐࠍ߹ߣߚޕߎߩ႐วߩዕᐲ 11ࡈࠔࠢ࠲ᢙࠍቯߔࠆዕᐲᲧᬌቯߦ߅ߡޔ᧲ࠕࠫࠕࡈࠔࠢ࠲ߦਛ࿖ࠍട߃ޔASEAN ࡈࠔࠢ࠲ ߦࠗࡦ࠼ࡀࠪࠕࠍട߃ߚ႐วޔᧄⓂ߇ណ↪ߒߚ 8 ࡈࠔࠢ࠲ࡕ࠺࡞߇ലߢࠆߣ߁Ꮻή⺑ߪ 1㧑ߩ ᗧ᳓Ḱߩ߽ߣߢ᫈ළߐࠇߡߒ߹߁ޕ
Ყߪࡈࠔࠢ࠲ࠍ߹ߥ⸥㧔1㧕ᑼߣࡈࠔࠢ࠲ࠍ㧔2㧕ᑼߩᲧセߢࠅޔዕᐲᲧ ᬌቯߩᏫή⺑ߪޔࡕ࠺࡞ߩಽᢔಽᢔ߇㧔2㧕ᑼߩ
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tߢࠄࠊߐࠇࠆฦ࿖ㅢߩࡈࠔࠢ ࠲ࠍߣ߁߽ߩߢࠆޕᏫή⺑߇᫈ළߐࠇߚ႐วޔࡈࠔࠢ࠲ߩലᕈߪุቯߐ ࠇࠆޕߔߥࠊߜޔߘߎߢߩࡈࠔࠢ࠲ߩ⸳ቯ߇ਇㆡಾߢࠆ㧔ࡈࠔࠢ࠲ήߒߩࡕ࠺࡞ߦ ࠃࠆ⚿ᨐߣᗧߦᄌࠊࠄߥ㧕ߎߣࠍᗧߔࠆޕ1 㧑ᗧ᳓Ḱࠍ೨ឭߣߒߡޔ 3㧙㧝ߩ ⚿ᨐ߆ࠄᧄⓂߢߪޔstructural FAVAR ࡕ࠺࡞߇ฃኈߐࠇޔታߩ࿖㓙᥊᳇ᄌേࡔࠞ࠾࠭ࡓࠍ ⺑ߔࠆߦචಽߥࡈࠔࠢ࠲߇⸳ቯߐࠇߡࠆߣߺߥߖࠆߩߪޔߔߴߡߩࡈࠔࠢ࠲ࠍ⠨ ᘦߒߚ㨧⇇ޔవㅴ⻉࿖ޔ࡙ࡠޔNIESޔASEANޔ᧲ࠕࠫࠕޔᣣᧄࠍ㒰ߊవㅴ⻉࿖ޔ ☨࿖㧗᧲ࠕࠫࠕ 9 ࠞ࿖㨩ߩ 8 ࡈࠔࠢ࠲ࡕ࠺࡞ߢࠆߣ್ᢿߒߚ12ޕ 㧟㧙㧝 ࡈࠔࠢ࠲ߩᰴᢙࠍቯߔࠆዕᐲᲧᬌቯ 㩷 䊐䉜䉪䉺䊷ᢙ㩷 㪣㪩㩷㪪㫋㪸㫋㪅㩷 㫇㪄㫍㪸㫃㫌㪼 䊐䉜䉪䉺䊷䈱ౝኈ㩷 㩿㪈㪀㩷 㪊㩷 㪈㪋㪎㪅㪍㪐㪇㩷 㪇㪅㪇㪇㪇㩷 ⇇㪂వㅴ⻉࿖㪂᧲䉝䉳䉝㩷 㩿㪉㪀㩷 㪌㩷 㪈㪉㪍㪅㪍㪋㪈㩷 㪇㪅㪇㪇㪈㩷 㩿㪈㪀㪂㪥㪠㪜㪪㪂㪘㪪㪜㪘㪥㩷 㩿㪊㪀㩷 㪍㩷 㪈㪈㪐㪅㪉㪋㪏㩷 㪇㪅㪇㪇㪉㩷 㩿㪉㪀㪂䊡䊷䊨㩷 㩿㪋㪀㩷 㪎㩷 㪈㪇㪈㪅㪊㪈㪌㩷 㪇㪅㪇㪇㪌㩷 㩿㪊㪀㪂᧲䉝䉳䉝䈫☨࿖㩷 㩿㪌㪀㩷 㪏㩷 㪏㪐㪅㪎㪈㪍㩷 㪇㪅㪇㪉㪇㩷 㩿㪋㪀㪂ᣣᧄ䉕㒰䈒వㅴ⻉࿖㩷 㩷 3.2 ផ⸘⚿ᨐ 3.2.1 ಽᢔಽ⸃ 3㧙2 ߦߪ㧔2㧕ᑼߩO
ߩࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬޔߔߥࠊߜޔฦࡈࠔࠢ࠲߇ⶄ ᢙߩ࿖ߦਈ߃ࠆᓇ㗀ᐲวࠍࠄࠊߔࡄࡔ࠲ߩផ⸘⚿ᨐࠍ߹ߣߚޕផ⸘⚿ᨐࠍࠆ ߣޔᄙߊߩଥᢙߦߟߡޔ1 㧑ߩᗧ᳓Ḱߩ߽ߣߢଥᢙ㧩0 ߩ᫈ή⺑߇᫈ළߐࠇߡࠆ13ޕ ࿑ 3㧙1ޔ3㧙2 ߪޔߒߚ 8 ߟߩࡈࠔࠢ࠲ߩ߁ߜޔ⇇ࡈࠔࠢ࠲ߣਥߥၞࡈࠔ ࠢ࠲ߢࠆ࡙ࡠޔࠕࠫࠕࡈࠔࠢ࠲ߩᤨ♽ߩേ߈ࠍ␜ߒߚ߽ߩߢࠆޕߘࠇߙࠇ ߩ․ᓽࠍ⏕ߔࠆߣޔ߹ߕޔ⇇ࡈࠔࠢ࠲ߪ 1998 ᐕߣ 2008 ᐕߦᄢ߈ߥ⪭ߜㄟߺࠍ␜ߒ ߡࠆ㧔࿑ 3㧙1㧕ޕ98 ᐕߪࠕࠫࠕㅢ⽻ෂᯏߩ࠲ࠗࡒࡦࠣߢࠅޔ㔡Ḯߢࠆࠕࠫࠕࡈࠔ ࠢ࠲߽߽ߜࠈࠎᄢ߈ߊ⪭ߜㄟࠎߢࠆ߇㧔࿑ 3㧙2㧕ޔหෂᯏ߇ࠕࠫࠕၞߦ㒢ቯߐࠇߥ 12 ࡈࠔࠢ࠲ࠍჇ߿ߒߡߊ㓙ߩ㗅⇟ࠍᄌ߃ߡ߽ዕᐲᲧᬌቯߩ⚿ᨐߪᄌࠊࠄߥޕ 13 ࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬߩ╓ภ᧦ઙߪᔅߕߒ߽ࡊࠬߦ㒢ቯߐࠇࠆࠊߌߢߪߥޕᓟㅀߔࠆࠃ߁ߦޔ ࡙ࡠޔNIESޔASEANޔ᧲ࠕࠫࠕ+☨࿖ޔᣣᧄࠍ㒰ߊవㅴ⻉࿖ߩฦࡈࠔࠢ࠲ߪޔ㧔᥊᳇ᓴⅣ߳ߩࡊ ࠬߩലᨐ߇ᗐቯߐࠇࠆ㧕↢↥ᕈ࡚ࠪ࠶ࠢߣߩ⋧㑐߇⏕ߢ߈ߥ߆ߞߚߚߦޔ╓ภ᧦ઙ㧔߃߫ NIES ࡈ ࠔࠢ࠲ߦ߅ߌࠆ㖧࿖߿ ASEAN ࡈࠔࠢ࠲ߦ߅ߌࠆ࠲ࠗߩࡑࠗ࠽ࠬ㧕ߩᅷᒰᕈߦߟߡ್ᢿߔࠆߩߪ㔍 ߒޕ৻ᣇޔᰴ▵ߦ߅ߡ↢↥ᕈߣߩ⋧㑐߇⏕ߐࠇߚవㅴ⻉࿖ࡈࠔࠢ࠲ޔࠕࠫࠕࡈࠔࠢ࠲ߦߟߡ ৻ㇱߩࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬߩ╓ภ߇ࡑࠗ࠽ࠬߦផ⸘ߐࠇߚὐߦߟߡߪޔน⢻ᕈߣߒߡޔએਅߩ ࠃ߁ߥⷐ࿃߇⠨߃ࠄࠇࠆޕవㅴ⻉࿖ࡈࠔࠢ࠲ߦኻߔࠆᣣᧄߩࡑࠗ࠽ࠬߪޔᣣᧄ߇ផ⸘ᦼ㑆ߩ೨ඨߦ߅ ߡઁ࿖ߣ⇣ߥࠆ㐳ᦼṛࠍ⚻㛎ߒߚߎߣޔࠕࠫࠕࡈࠔࠢ࠲ߦ߅ߌࠆบḧߩࡑࠗ࠽ࠬޔᗧߥ⚿ᨐ߇ᓧࠄ ࠇߥ߆ߞߚࠪࡦࠟࡐ࡞ߦߟߡߪޔASEAN ߩᛛⴚ࡚ࠪ࠶ࠢࠍᲧセ⊛ᒝߊᤋߒߚࠕࠫࠕ࡚ࠪ࠶ࠢߣ NIESߩᛛⴚ࡚ࠪ࠶ࠢ߇⇣ߥࠆߎߣޔߥߤߢࠆޕ⇇ⷙᮨߩ࡚ࠪ࠶ࠢߛߞߚߎߣࠍࠄࠊߒߡࠆޕ08 ᐕߪᰴ▵ߢ␜ߔࠃ߁ߦ⇇ⷙᮨߢ ߩࠛࡀ࡞ࠡଔᩰߩᕆ㛛ߩᓇ㗀ࠍฃߌߡࠆޕ࡙ࡠࡈࠔࠢ࠲ߪ 99 ᐕޔ2006 ᐕߦ ะࠍ␜ߒߡࠆޕ99 ᐕߪ⛔৻ㅢ⽻࡙ࡠ߇ዉߐࠇߚᐕߢࠅޔ06 ᐕߪㆊᢙᐕࠍ߆ ߌߚഭᏒ႐ߩ᭴ㅧᡷ㕟߇ታࠍ⚿߮ᆎޔනഭࠦࠬ࠻ߩિ߮ߩ㊰ൻޔഭ㔛ⷐߩᄢ ߇ߪߞ߈ࠅߒߡ߈ߚᤨᦼߣ㊀ߥࠆޕ 㧟㧙㧞 ࡈࠔࠢ࠲ࡠ࠺ࠖࡦࠣࠬߩផ⸘⚿ᨐ 㩷 㩷 ⇇㩷 䊡䊷䊨㩷 䌎䌉䌅䌓㩷 䌁䌓䌅䌁䌎 వㅴ⻉࿖ ᧲䉝䉳䉝 ᧲䉝䉳䉝㩷 䋫☨࿖㩷 ᣣᧄ䉕㒰䈒㩷 వㅴ⻉࿖㩷 㖧࿖㩷 㪇㪅㪇㪈㪇㪎 㪁㪁㪁㩷 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪊㪊 㪁㪁㪁 㩷 㩷 㪇㪅㪇㪇㪎㪏 㪁㪁㪁 㪇㪅㪇㪇㪉㪌 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷㩷 㩷 䊙䊧䊷䉲䉝㩷 㪇㪅㪇㪇㪎㪊 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㩷 㪇㪅㪇㪇㪋㪊 㪁㪁㪁 㪇㪅㪇㪇㪊㪈 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㪇㪅㪇㪇㪈㪉 㩷 㩷 㩷㩷 㩷 䉺䉟㩷 㪇㪅㪇㪇㪊㪈 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪐㪇 㪁㪁㪁 㩷 㪇㪅㪇㪇㪐㪍 㪁㪁㪁 㪇㪅㪇㪇㪊㪌 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㩷㩷 㩷 บḧ㩷 㪇㪅㪇㪇㪎㪈 㪁㪁㪁㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪊 㪁㪁㪁 㩷 㩷 㪄㪇㪅㪇㪇㪊㪈 㪁㪁㪁 㪇㪅㪇㪇㪍㪐 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷㩷 㩷 䉲䊮䉧䊘䊷䊦㩷 㪇㪅㪇㪇㪏㪐 㪁㪁㪁㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪊㪐 㪁㪁㪁 㩷 㩷 㪇㪅㪇㪇㪈㪍 㩷 㪇㪅㪇㪇㪌㪈 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪋 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪋 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪋 㩷 㪇㪅㪇㪇㪈㪌 㩷 㩷 㩷㩷 㩷 䊐䉞䊥䊏䊮㩷 㪇㪅㪇㪇㪇㪇 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪋㪉 㪁㪁㪁 㩷 㪇㪅㪇㪇㪉㪎 㪁㪁㪁 㪇㪅㪇㪇㪉㪍 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪍 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪍 㩷 㩷 㪇㪅㪇㪇㪇㪍 㩷 㪇㪅㪇㪇㪇㪍 㩷 㩷 㩷㩷 㩷 䉟䊮䊄䊈䉲䉝㩷 㪇㪅㪇㪇㪌㪉 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪉㪋 㪁㪁 㪄㪇㪅㪇㪇㪉㪍 㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪊 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪊 㩷 㪇㪅㪇㪇㪈㪋 㩷 㩷 㩷㩷 㩷 㚅᷼㩷 㪇㪅㪇㪇㪎㪏 㪁㪁㪁㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪏㪋 㪁㪁㪁 㩷 㩷 㪇㪅㪇㪇㪋㪌 㪁㪁㪁 㪇㪅㪇㪇㪊㪊 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪉 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪉 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪉 㩷 㪇㪅㪇㪇㪇㪉 㩷 㩷 㩷㩷 㩷 ਛ࿖㩷 㪇㪅㪇㪇㪌㪈 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪍 㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪈 㩷 㩷 㩷㩷 㩷 ᣣᧄ㩷 㪇㪅㪇㪇㪊㪋 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪈㪏 㪁㪁㪁 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪎 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪎 㩷 㩷 㩷 㩷 㩷㩷 㩷 ☨࿖㩷 㪇㪅㪇㪇㪈㪍 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪉㪉 㪁㪁㪁 㩷 㪇㪅㪇㪇㪈㪉 㪁㪁㪁㩷 㪄㪇㪅㪇㪇㪈㪈㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㪇㪅㪇㪇㪇㪌㩷 㩷 㩷 䉦䊅䉻㩷 㪇㪅㪇㪇㪇㪐 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪉㪎 㪁㪁㪁 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪋㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈㩷 㩷 㩷 䊐䊤䊮䉴㩷 㪇㪅㪇㪇㪈㪎 㪁㪁㪁㩷 㪇㪅㪇㪇㪈㪋㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪈 㩷 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪇㪉㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪊 㩷 㩷 㪇㪅㪇㪇㪇㪋㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪊 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋㩷 㩷 㩷 䊄䉟䉿㩷 㪇㪅㪇㪇㪈㪇 㪁㪁㪁㩷 㪇㪅㪇㪇㪉㪊㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪈㪍 㪁㪁㪁 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪈㪉㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪌 㩷 㩷 㪇㪅㪇㪇㪇㪍㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪌 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪌㩷 㩷 㩷 䉟䉺䊥䉝㩷 㪇㪅㪇㪇㪈㪌 㪁㪁㪁㩷 㪇㪅㪇㪇㪈㪉㩷 㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪋 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪉㪎㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪍 㩷 㩷 㪇㪅㪇㪇㪇㪏㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪍 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪎㩷 㩷 㩷 ⧷࿖㩷 㪇㪅㪇㪇㪈㪏 㪁㪁㪁㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪈㪏 㪁㪁㪁 㩷 㩷 㩷 㪄㪇㪅㪇㪇㪇㪌㩷 㪁㪁㪁㩷 㩷 㩷 㪇㪅㪇㪇㪇㪊 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪊 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㪇㪊㩷 㩷 㩷 䋨ᵈ䋩Ბ䈏ଥᢙ䇮ਅᲑ䈏ᮡḰ⺋Ꮕ䇯㪁㪁㪁㪈䋦ᗧ᳓Ḱ䇮㪁㪁㪌䋦ᗧ᳓Ḱ䇮㪁㪈㪇䋦ᗧ᳓Ḱ㩷 ࿑㧟㧙㧝 ⇇ࡈࠔࠢ࠲ 㩷 㩷 㩷 㩷 㩷 㩷 ࿑㧟㧙㧞 ᧲ࠕࠫࠕ࡙ࡠࡈࠔࠢ࠲ 㩷 㩷 ᰴߦޔએߩផ⸘⚿ᨐࠍ〯߹߃ޔࠗࡦࡄ࡞ࠬᔕ╵ߣޔߘࠇߦၮߠߊಽᢔಽ⸃ࠍⴕߞߚޕ 㪄㪊 㪄㪉 㪄㪈 㪇 㪈 㪉 㪊 㪈㪐㪐㪊㪑㪉 㪈㪐㪐㪋㪑㪋 㪈㪐㪐㪍㪑㪉 㪈㪐㪐㪎㪑㪋 㪈㪐㪐㪐㪑㪉 㪉㪇㪇㪇㪑㪋 㪉㪇㪇㪉㪑㪉 㪉㪇㪇㪊㪑㪋 㪉㪇㪇㪌㪑㪉 㪉㪇㪇㪍㪑㪋 㪉㪇㪇㪏㪑㪉 䊡䊷䊨 ᧲䉝䉳䉝 㪄㪋 㪄㪊 㪄㪉 㪄㪈 㪇 㪈 㪉 㪊 㪈㪐㪐㪊㪑㪉 㪈㪐㪐㪋㪑㪋 㪈㪐㪐㪍㪑㪉 㪈㪐㪐㪎㪑㪋 㪈㪐㪐㪐㪑㪉 㪉㪇㪇㪇㪑㪋 㪉㪇㪇㪉㪑㪉 㪉㪇㪇㪊㪑㪋 㪉㪇㪇㪌㪑㪉 㪉㪇㪇㪍㪑㪋 㪉㪇㪇㪏㪑㪉
ฦ࿖ߩ᥊᳇ߩᄌേߪಽᢔಽ⸃ߦࠃࠅޔ࿖㓙⊛ߥᓇ㗀ࠍᒰߔࠆ࿖ߦหᤨߦ߷ߔ 8 ⒳㘃ߩ ࡈࠔࠢ࠲ߩലᨐߣ⥄࿖ߩ࡚ࠪ࠶ࠢޔઁ࿖ߩ࡚ࠪ࠶ࠢ߆ࠄߩࠬࡇ࡞ࠝࡃലᨐߩว⸘ 10 ߩⷐ࿃ߦಽ⸃ߐࠇࠆޕ 3㧙3 ߇ಽᢔಽ⸃ߩ⚿ᨐߢࠆޕᦨᲑߦߪ 10 ߩⷐ࿃߇ਗ߱ޕ❑ߦߪޔฦ࿖ߏߣߦ ࡚ࠪ࠶ࠢ߇ߞߚᒰᦼޔ4 ྾ඨᦼ㧔1 ᐕ㧕ᓟޔ8 ྾ඨᦼ㧔2 ᐕ㧕ᓟߩ 3 ᤨὐߦ߅ߌࠆฦⷐ࿃ ߩᓇ㗀ഀว߇␜ߐࠇߡࠆ㧔ⴕㇱಽߩ 10 ߩⷐ࿃ߩነਈഀวߩว⸘߇㧝㧕ޕ 㧟㧙㧟 㧤ߟߩࡈࠔࠢ࠲ߣࠬࡇ࡞ࠝࡃലᨐޔ⥄࿖࡚ࠪ࠶ࠢߩಽᢔಽ⸃ 㩷 㩷 㩷 㩷 ⇇㩷 䊡䊷䊨㩷 ᧲䉝䉳䉝 㪥㪠㪜㪪㩷 㪘㪪㪜㪘㪥 వㅴ⻉࿖ ᧲䉝䉳䉝 䋫☨࿖ ᣣᧄ䉕㒰䈒 వㅴ⻉࿖㩷 䉴䊏䊦䉥䊷 䊋䊷ലᨐ㩷 ⥄࿖ⷐ࿃㩷 㖧࿖㩷 㪈㩷 㪇㪅㪌㪐㩷 㩷 㩷 㩷 㪇㪅㪊㪉㩷 㪇㪅㪇㪍㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪊㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪇㩷 㩷 㩷 㪋㩷 㪇㪅㪌㪌㩷 㩷 㩷 㩷 㪇㪅㪈㪎㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪇㪅㪈㪍㩷 㩷 㪇㪅㪇㪇㩷 㩷 㩷 㪏㩷 㪇㪅㪌㪈㩷 㩷 㩷 㩷 㪇㪅㪇㪎㩷 㪇㪅㪇㪇㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪇㪅㪊㪇㩷 㩷 㪇㪅㪇㪇㩷 䊙䊧䊷䉲䉝㩷 㪈㩷 㪇㪅㪊㪌㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪇㪅㪇㪍㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪋㪍㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪋㩷 㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㩷 㪇㪅㪇㪉㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪈㪈㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪌㩷 㩷 㩷 㩷 㪇㪅㪇㪐㩷 㩷 㩷 㪇㪅㪇㪉㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪉㪊㩷 㩷 㪇㪅㪇㪏㩷 䉺䉟㩷 㪈㩷 㪇㪅㪇㪌㩷 㩷 㩷 㩷 㪇㪅㪋㪌㩷 㩷 㩷 㪇㪅㪊㪐㩷 㩷 㩷 㪇㪅㪇㪍㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪌㩷 㩷 㩷 㪋㩷 㪇㪅㪉㪎㩷 㩷 㩷 㩷 㪇㪅㪉㪎㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪈㪎㩷 㩷 㪇㪅㪇㪉㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪉㩷 㩷 㩷 㩷 㪇㪅㪈㪍㩷 㩷 㩷 㪇㪅㪇㪏㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪉㪐㩷 㩷 㪇㪅㪇㪈㩷 บḧ㩷 㪈㩷 㪇㪅㪋㪍㩷 㩷 㩷 㩷 㪇㪅㪇㪏㩷 㪇㪅㪇㪉㩷 㩷 㩷 㩷 㩷 㪇㪅㪋㪊㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪐㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪎㩷 㩷 㩷 㪇㪅㪊㪈㩷 㩷 㪇㪅㪇㪇㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪎㩷 㩷 㩷 㩷 㪇㪅㪇㪇㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㩷 㪇㪅㪋㪋㩷 㩷 㪇㪅㪇㪇㩷 䉲䊮䉧䊘䊷䊦㩷 㪈㩷 㪇㪅㪊㪋㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㪇㪅㪇㪎㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪈㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪋㪏㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪍㩷 㩷 㩷 㩷 㪇㪅㪇㪉㩷 㪇㪅㪇㪊㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪐㩷 㩷 㩷 㪇㪅㪉㪊㩷 㩷 㪇㪅㪇㪏㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪉㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㪇㪅㪇㪉㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪌㩷 㩷 㩷 㪇㪅㪊㪏㩷 㩷 㪇㪅㪇㪊㩷 䊐䉞䊥䊏䊮㩷 㪈㩷 㪇㪅㪇㪇㩷 㩷 㩷 㩷 㪇㪅㪈㪋㩷 㩷 㩷 㪇㪅㪊㪋㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪊㪐㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪇㩷 㩷 㩷 㩷 㪇㪅㪉㪈㩷 㩷 㩷 㪇㪅㪇㪍㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪈㪍㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪋㩷 㩷 㩷 㩷 㪇㪅㪇㪐㩷 㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪇㪅㪈㪊㩷 㩷 㩷 㪇㪅㪉㪏㩷 㩷 㪇㪅㪇㪋㩷 䉟䊮䊄䊈䉲䉝㩷 㪈㩷 㪇㪅㪈㪐㩷 㩷 㩷 㩷 㪇㪅㪇㪋㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪌㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪎㪉㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪊㩷 㩷 㩷 㩷 㪇㪅㪊㪏㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪌㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㪇㪅㪇㪎㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪇㩷 㩷 㩷 㩷 㪇㪅㪉㪍㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪎㩷 㩷 㩷 㪇㪅㪉㪋㩷 㩷 㪇㪅㪇㪋㩷 㚅᷼㩷 㪈㩷 㪇㪅㪊㪎㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㪇㪅㪋㪉㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪎㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪋㩷 㩷 㩷 㩷 㪇㪅㪈㪌㩷 㪇㪅㪈㪎㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪈㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪋㩷 㩷 㩷 㩷 㪇㪅㪇㪐㩷 㪇㪅㪇㪐㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪇㪅㪉㪌㩷 㩷 㪇㪅㪇㪇㩷 ਛ࿖㩷 㪈㩷 㪇㪅㪉㪏㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪊㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪎㪇㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪈㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪇㪅㪇㪏㩷 㩷 㪇㪅㪋㪐㩷 㩷 㩷 㪏㩷 㪇㪅㪌㪈㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪋㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㪇㪅㪉㪍㩷 ᣣᧄ㩷 㪈㩷 㪇㪅㪉㪐㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪏㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪍㪉㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪇㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㪇㪅㪊㪏㩷 㩷 㪇㪅㪉㪈㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪏㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪊㩷 㩷 㩷 㩷 㩷 㪇㪅㪌㪈㩷 㩷 㪇㪅㪇㪎㩷 ☨࿖㩷 㪈㩷 㪇㪅㪈㪊㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪍㩷 㪇㪅㪇㪎㩷 㪇㪅㪇㪍㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪋㪏㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪇㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪊㩷 㪇㪅㪈㪈㩷 㪇㪅㪇㪊㩷 㩷 㪇㪅㪈㪏㩷 㩷 㪇㪅㪈㪌㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪍㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪉㩷 㪇㪅㪇㪐㩷 㪇㪅㪇㪈㩷 㩷 㪇㪅㪉㪌㩷 㩷 㪇㪅㪇㪍㩷 䉦䊅䉻㩷 㪈㩷 㪇㪅㪇㪎㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪍㪐㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪌㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪌㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪋㪌㩷 㩷 㩷 㪇㪅㪇㪉㩷 㩷 㪇㪅㪈㪌㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪐㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪊㪊㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪉㪏㩷 㩷 㪇㪅㪇㪇㩷 䊐䊤䊮䉴㩷 㪈㩷 㪇㪅㪊㪇㩷 㩷 㪇㪅㪉㪇㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪋㪐㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪊㩷 㩷 㪇㪅㪇㪋㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪏㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪉㪉㩷 㩷 㪇㪅㪈㪋㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪈㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪉㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪊㪋㩷 㩷 㪇㪅㪇㪋㩷 䊄䉟䉿㩷 㪈㩷 㪇㪅㪇㪋㩷 㩷 㪇㪅㪉㪋㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪇㪅㪇㪍㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪌㪊㩷 㩷 㩷 㪋㩷 㪇㪅㪊㪉㩷 㩷 㪇㪅㪇㪎㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪋㩷 㩷 㩷 㪇㪅㪇㪉㩷 㩷 㪇㪅㪊㪊㩷 㩷 㪇㪅㪈㪉㩷 㩷 㩷 㪏㩷 㪇㪅㪊㪋㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪎㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪋㪍㩷 㩷 㪇㪅㪇㪉㩷 䉟䉺䊥䉝㩷 㪈㩷 㪇㪅㪇㪎㩷 㩷 㪇㪅㪇㪋㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㪇㪅㪉㪊㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪍㪌㩷 㩷 㩷 㪋㩷 㪇㪅㪉㪊㩷 㩷 㪇㪅㪇㪈㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪇㩷 㩷 㩷 㪇㪅㪇㪎㩷 㩷 㪇㪅㪊㪇㩷 㩷 㪇㪅㪊㪇㩷 㩷 㩷 㪏㩷 㪇㪅㪉㪌㩷 㩷 㪇㪅㪇㪇㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪈㪋㩷 㩷 㩷 㪇㪅㪇㪉㩷 㩷 㪇㪅㪋㪈㩷 㩷 㪇㪅㪈㪏㩷 ⧷࿖㩷 㪈㩷 㪇㪅㪉㪐㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪐㩷 㩷 㩷 㪇㪅㪇㪊㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪊㪐㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪋㩷 㪇㪅㪋㪊㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪉㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪇㪎㩷 㩷 㪇㪅㪉㪏㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪏㩷 㪇㪅㪋㪉㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㪇㪅㪉㪇㩷 㩷 㩷 㪇㪅㪇㪇㩷 㩷 㪇㪅㪈㪉㩷 㩷 㪇㪅㪉㪍㩷
3㧙3 ߆ࠄߪએਅߩࠃ߁ߥ․ᓽ߇ⷰኤߢ߈ࠆޕ㧔1㧕వㅴ⻉࿖ޔ᧲ࠕࠫࠕฦ࿖ߣ߽ߦ ⇇ⷐ࿃ߩᓇ㗀ࠍᒝߊฃߌߡࠆޕ㧔2㧕᧲ࠕࠫࠕၞߦ࿕ߩ࡚ࠪ࠶ࠢ㧔᧲ࠕࠫࠕࡈࠔࠢ࠲ ޔࠆߪޔ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲㧕ߩᓇ㗀߇Ყセ⊛ᒝޕ㧔3㧕వㅴ⻉࿖ߢߪᄙߊ ߩ႐วޔ⥄࿖ⷐ࿃߇ᄢ߈ޕ㧔4㧕⚻ᷣ⛔ว߇ㅴ࡙ࡠ 3 ࠞ࿖ߦߟߡߪ࡚ࠪ࠶ࠢ߆ࠄ㧝 ᐕ⚻ㆊᓟߦߪ࡙ࡠࡈࠔࠢ࠲ߩᓇ㗀ߪ߶ߣࠎߤᶖ߃ߡߒ߹ޔၞⷐ࿃ߩᓇ㗀߇ᜬ⛯ ߔࠆ᧲ࠕࠫࠕߣߪ⁁ᴫ߇⇣ߥࠆ14ޕ 㧔3㧕ߦ㑐ㅪߒߡޔ⥄࿖ⷐ࿃Ყ₸ߣផ⸘ᦼ㑆ߩታ⾰ャߩ྾ඨᦼᐔဋિ߮₸ߣߩ㑐ଥࠍ ਛ࿖ࠍ㒰ߊ 15 ࠞ࿖ߦߟߡ࠴ࠚ࠶ࠢߒߚߣߎࠈޔਔ⠪ߪᒝㅒ⋧㑐ࠍ␜ߒߚ㧔⋧㑐ଥᢙ㧩 㧙0.60㧕ޕ⥄࿖ⷐ࿃ߩ⋧ኻ⊛ᄢ߈ߐߪㅢᏱޔャࠍ GDP ߢ㒰ߒߚޟኻᄖ㐿ᐲޠߣ㑐ଥ ઃߌߡ⠨߃ࠄࠇࠆ႐ว߇ᄙ߇ޔኻᄖ㐿ᐲߣ⥄࿖ⷐ࿃Ყ₸ߩ㑆ߦߪ⏕ߥ⋧㑐㑐ଥߪુ ߃ߥ߆ߞߚ15ޕ 3.2.2 ߒߚࡈࠔࠢ࠲ߪࠍߒߡࠆߩ߆ ᭴ㅧ࡚ࠪ࠶ࠢࠍߔࠆ structural FAVAR ߢߪޔࡈࠔࠢ࠲ߩ⸘᷹ߩᰴߩᲑ㓏ߣߒߡޔ ߘࠇࠄߩࡈࠔࠢ࠲߇ታߦߤߩࠃ߁ߥⷐ࿃ࠍᤋߒߚ߽ߩߥߩ߆߇ࠊࠇࠆޕಽᨆߩኻ ⽎ߣߥࠆߩߪޔࠬࡇ࡞ࠝࡃലᨐߣ⥄࿖ߩ࡚ࠪ࠶ࠢࠍ㒰ߊ⸥ 8 ߟߩࡈࠔࠢ࠲ߢࠆޕ
వㅴ 7 ࠞ࿖ߦߟߡಽᨆߒߚ Stock and Watson㧔2005a㧕ߢߪޔߎࠇࠄߩ࿖ߦㅢߔࠆ ⇇ࡈࠔࠢ࠲ߣߒߡផ⸘ߐࠇߚ♽ߣޔේᴤߥߤߩ⾗Ḯଔᩰޔ↢↥ᕈޔ㊄Ⲣ࡚ࠪ࠶ࠢߥߤ ߩ᭴ㅧ࡚ࠪ࠶ࠢߣߩ⋧㑐㑐ଥࠍ⏕ߒߡࠆ߇ޔߕࠇ߽⏕ߥ㑐ଥᕈߪ⏕ߢ߈ߥ߆ߞ ߚޕᧄⓂߢߪޔStock and Watson㧔2005a㧕ࠍෳ⠨ߦߒߥ߇ࠄޔߐࠇߚࡈࠔࠢ࠲ߣߩ ⋧㑐߇ᗐቯߐࠇࠆޔએਅߩ 6 ᄌᢙߦߟߡᬌ⸛ߒߚޕ 6ᄌᢙߪޔ㧔1㧕ࠛࡀ࡞ࠡ㧔ේᴤޔ⍹ޔᄤὼࠟࠬ㧕ଔᩰ㧔2㧕㘩ᢱޔ㋶‛ߥߤޔࠛࡀ࡞ ࠡࠍ㒰ߊ䈠䈱ઁ৻ᰴ↥ຠ䈱ᐔဋଔᩰ䋨㪊䋩㊄Ⲣ䉲䊢䉾䉪䋨㪋䋩ฬ⋡䊔䊷䉴䈱䊄䊦ὑᦧ䊧䊷䊃䋨㪌䋩 ోⷐ⚛↢↥ᕈ䋨㪍䋩ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ䋭䈪䈅䉎䇯䈇䈝䉏䉅೨ᦼᲧ䋨䋨㪈䋩䋨㪉䋩䈲ቄ▵⺞ᢛᷣ䉂♽ 䉕↪䋩䉕⸘▚䈚䇮䉴䊏䊦䉥䊷䊋䊷ലᨐ䈫⥄࿖䈱䉲䊢䉾䉪䉕㒰䈇䈢 㪏 䈧䈱䊐䉜䉪䉺䊷䈱೨ᦼᲧ䈫䈱 ⋧㑐ଥᢙ䉕⸘▚䈚䈢䇯䈭䈍䇮એਅ䈱ᄌᢙ䈱ᚑ䈮䈲䇮㪠㪤㪝 䈱 㪠㫅㫋㪼㫉㫅㪸㫋㫀㫆㫅㪸㫃㩷 㪝㫀㫅㪸㫅㪺㫀㪸㫃㩷 㪪㫋㪸㫋㫀㫊㫋㫀㪺㫊 䋨㪠㪝㪪䋩䈮ട䈋䇮㪛㪩㪠 ࿖㓙⚻ᷣ㊄Ⲣ䊂䊷䉺䊔䊷䉴䋨☨ 㪞㫃㫆㪹㪸㫃㩷 㪠㫅㫊㫀㪾㪿㫋 ␠䋩䇮㪚㪜㪠㪚㩷 㪻㪸㫋㪸㪹㪸㫊㪼㫊䋨㪚㪜㪠㪚㩷 㪛㪸㫋㪸㩷㪚㫆㫄㫇㪸㫅㫐㩷㪣㫋㪻㪅䋩䇮㪧㪼㫅㫅㩷㪮㫆㫉㫃㪻㩷㪫㪸㪹㫃㪼䋨㫍㪼㫉㫊㫀㫆㫅㩷㪍㪅㪉䋩䉕↪䈚䈢䇯㩷 䋨㪈䋩䋨㪉䋩䈲⾗Ḯଔᩰ䉲䊢䉾䉪䈱ઍℂᄌᢙ䈪䈅䉍䇮䊂䊷䉺䈲 㪠㪤㪝 䈱 㪠㪝㪪 䈎䉌ᚻ䈚䈢䇯㩷 㧔3㧕ߩ㊄Ⲣ࡚ࠪ࠶ࠢߦߟߡߪޔᧄⓂߢߪ Christiano et al.㧔1997㧕ߩᣇᴺߦߞߚ16ޕ 14 ࡙ࡠዉߪၞౝฦ࿖ߩ᥊᳇ߩㅪേᕈࠍૐਅߐߖߡࠆน⢻ᕈ߇ࠆޕ2007 ᐕ߹ߢߩ྾ඨᦼ࠺࠲ࠍ ߞߚᦨㄭߩಽᨆߣߒߡߪޔPeriklis and Kothroulas㧔2009㧕߇ࠆޕߎ߁ߒߚ᥊᳇ᓴⅣߩㅪേᕈૐਅߦߪޔ ↥ᬺ┙ߩౣ✬ޔߔߥࠊߜޔⷙᮨߩ⚻ᷣ߇ߊ↥ᬺࠍਛᔃߦޔtransaction cost ߇ૐਅߒߚၞౝߦ߅ߡޔ ․ቯ࿖ߦ㓸ਛ⊛ߦ┙ߔࠆะ߇ᒝ߹ߞߡࠆߎߣ߇ᓇ㗀ߒߡࠆน⢻ᕈ߇ࠆޕ
15 ਛ࿖ߦߟߡߪャଔᩰ߇ᚻߢ߈ߕታ⾰ャߩિ߮߇⸘▚ߢ߈ߥ߆ߞߚߚߦ㒰ᄖߒߚޕ
16 Christiano et al.㧔1997㧕ߩ Appendix B.㧔Sims-Zha identification scheme㧕ߣߒߡޔଥᢙⴕߩ⚂᧦ઙ߇
㊄Ⲣ╷ߩ࠲ࠥ࠶࠻ࠍ
R
tޔ㊄Ⲣ╷ᒰዪ߇ߔࠆᖱႎࠍ4
ߣߔࠆߣޔ㊄Ⲣ࡚ࠪ࠶ࠢH
tߪ t tg
R
(
4
)
H
߆ࠄዉ߆ࠇࠆޕg
(4
)
ߪ✢ᒻߩ㑐ᢙߢࠆޕ㊄Ⲣ࡚ࠪ࠶ࠢH
tߪ♽⋧㑐ࠍ ᜬߚߕޔᒰὼߩߎߣߥ߇ࠄ╷ᒰዪߩᜬߟᖱႎ4
ߣߪή⋧㑐ߢࠆߣߩᗐቯ߇⟎߆ࠇࠆޕ ታ㓙ߩ㊄Ⲣ࡚ࠪ࠶ࠢߩዉߪޔߎߩ㊄Ⲣ╷㑐ᢙࠍⶄᢙߩㅪ┙ᑼ߆ࠄߥࠆ᭴ㅧ VAR ߦࠃࠅ☨࿖ߩ࠺࠲ࠍ߽ߣߦⴕߞߚޕណ↪ߔࠆᄌᢙߪޔ☨⽷ോ⋭⸽ 3 ࡨ‛ߩ࿁ࠅߩ ߶߆ޔࡑࡀࠨࡊࠗ㧔M2ޔኻᢙᏅಽ㧕ޔ☻ේ᧚ᢱ㧔crude materials㧕ଔᩰ㧔ኻᢙ୯㧕ޔਛ 㑆⽷㧔intermediate materials㧕ଔᩰ㧔ኻᢙ୯㧕ޔGDP ࠺ࡈ࠲㧔ኻᢙ୯㧕ޔታ⾰⾓㊄㧔ኻᢙ ୯㧕ޔታ⾰ GDP㧔ኻᢙ୯㧕ߩ 7 ᄌᢙߢࠆޕหᤨὐߩᄌᢙ㑆ߩ㑐ଥࠍࠄࠊߒޔ᭴ㅧ࡚ࠪ ࠶ࠢࠍߔࠆߚߦ⸳ቯߐࠇࠆଥᢙⴕߢߪޔ☨⽷ോ⋭⸽ 3 ࡨ‛ߩ࿁ࠅޔࡑࡀ ࠨࡊࠗޔ☻ේ᧚ᢱଔᩰߣ߁㊄Ⲣᄌᢙࠍࡄ࠻ߣޔਛ㑆⽷ଔᩰޔGDP ࠺ࡈ࠲ޔ ታ⾰⾓㊄ޔታ⾰ GDP ߣ߁ታ⚻ᷣࠍࠄࠊߔᄌᢙߩࡄ࠻ߦಽ߆ࠇࠆޕ‛ଔߩ⎬⋥ᕈ ࠍ೨ឭߦޔᓟ⠪ߩታ⚻ᷣࠍࠄࠊߔᄌᢙߦߪ೨⠪ߦ߹ࠇࠆ㊄Ⲣᄌᢙߩᓇ㗀߇⋥ធ⊛ߦ ߪᵄߒߥࠃ߁ߥⴕౝߩᄌᢙߩ㈩߇․ᓽߦߥߞߡࠆޕߥ߅ޔ☨࿖ߩ㊄Ⲣ࡚ࠪ࠶ࠢࠍ࿖㓙⊛ߥ㊄Ⲣ࡚ࠪ࠶ࠢߣߒߡᛒ߁ߩߪޔStock and Watson
(2005a) ߣห᭽ߢࠆޕ☨࿖߇ၮゲㅢ⽻࿖ߢࠆߎߣࠍ〯߹߃ࠇ߫ߎߩὐߪ⸵ኈߐࠇࠆߣ ⠨߃ࠆޕ 㧔4㧕ߩ࠼࡞࠻ߪవߦㅀߴߚࠃ߁ߦޔ࠼࡞࠻㧔㧛☨࠼࡞㧕ߩჇଔ㧔 ࠻ߩਅ⪭㧕߇࠼࡞ߣㅪേߒߚ᧲ࠕࠫࠕฦ࿖ߩャ┹ജߩޔᷫଔ㧔࠻ߩ㧕߇ ห┹ജߩૐਅߦߟߥ߇ࠆߚޔᗐቯߐࠇࠆ࠼࡞࠻ߩᄌൻ₸ߣ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔ ࠢ࠲ߩ㑐ଥߪㅒ⋧㑐ߦߥࠆߎߣ߇ᗐቯߐࠇࠆޕ ⛯ߡ↢↥ᕈ㑐ㅪߩ 2 ߟߩᜰᮡߦߟߡㅀߴࠆޕ㧔5㧕ߩోⷐ⚛↢↥ᕈߪޔBackus et al.
㧔1992ޔ1994㧕ޔGlick and Rogoff㧔1995㧕ߥߤࠍෳ⠨ߦޔࠦࡉ࠳ࠣࠬဳߩ↢↥㑐ᢙࠍᗐቯ ߒߡ
ln(
Y
t)
S
ln(
L
t)
ߣ߁ᒻߢ࠰ࡠᱷᏅࠍ⸘▚ߒߡ᳞ߚ㧔Y
ߪታ⾰ GDPޔL
ߪ㓹↪ ⠪ᢙޔS
ߪഭಽ㈩₸㧕ޕ⾗ᧄࠬ࠻࠶ࠢࠍ⠨ᘦߒߥߩߪ╙৻ߦ࠺࠲⚂ߩߚߛ߇ޔ ⾗ᧄߩ volatility ߇ഭߦᲧߴߡዊߐߊ⸘᷹⚿ᨐߦਈ߃ࠆࡃࠗࠕࠬߪዊߐߣ߁೨ឭߦၮ ߠߊޕ৻ᣇޔL
ߦߟߡߪᧄ᧪ޔഭᤨ㑆ߩ࠺࠲ࠍ߁ߩ߇ᦸ߹ߒ߇ޔㅜ࿖ߪ߽ߜ ࠈࠎߩߎߣޔవㅴ⻉࿖ߦ߅ߡ߽྾ඨᦼනߩഭᤨ㑆࠺࠲ߩᚻ߇㔍ߒ႐ว߇ࠆ ߚߦ㓹↪⠪ᢙߢ⸘▚ߒߚޕߘߩ⚿ᨐޔ࠰ࡠᱷᏅߦ᥊᳇ᓴⅣⷐ࿃߇ᷙߒߡߒ߹߁ߣ ߁㗴߇↢ߓࠆޕᧄⓂߢߪߎߩὐࠍ⠨ᘦߒޔHodrik-Prescott filter ߦࠃࠅ࠰ࡠᱷᏅ߆ࠄ࠻ ࡦ࠼ᚑಽࠍߒޔߎࠇࠍోⷐ⚛↢↥ᕈߣߒߚ17ޕࡈࠔࠢ࠲ߣߩኻᔕ㑐ଥࠍࠆߚ ߦޔ࿖ߦ▚ߒߚోⷐ⚛↢↥ᕈࠍ 2000 ᤨὐߩታ⾰ GDP ߢട㊀ᐔဋߒޔ⇇ޔ߅ࠃ߮ޔ ฦࠣ࡞ࡊߩోⷐ⚛↢↥ᕈߣߒߚޕ 㧔6㧕ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪవߦㅀߴߚࠃ߁ߦ⾗ᧄ⽷╬ߩᯏ᪾⸳ߦൻߐࠇߚᛛⴚ ࠍᜰߔޕ᧲ࠕࠫࠕߢߪᎿ⒟㑆ಽᬺࠍㅢߓߡޔߎࠇࠄߩ⽷ߩᤃ߇ઁၞߦᲧߴߡᵴ⊒ߢ 17Hodrik-Prescott filterߩࠬࡓࠫࡦࠣࡄࡔ࠲ߪㅢᏱ྾ඨᦼ࠺࠲ߦኻߒߡࠊࠇࠆ 1600 ߣߒߚޕࠅ18ޔࡑࠢࡠ⚻ᷣߦኻߔࠆነਈ߇ᄢ߈ߎߣ߇੍ᗐߐࠇࠆޕઁၞߦߪࠄࠇߥޔ᧲ࠕ ࠫࠕߩಽᬺࡀ࠶࠻ࡢࠢߦ⚵ߺㄟ߹ࠇߚડᬺߩ┹ജߩḮᴰߣߒߡޔหᛛⴚߪᵈ⋡ߐࠇߡ
߅ࠅ㧔ADB㧔2003㧕㧕ޔߎ߁ߒߚャ⾗ᧄ⽷ߦଐሽߔࠆᐲว߇ᄢ߈㖧࿖ߩࠍขࠅ
ߍߡታ⸽ಽᨆߒߚ Kwack and Sun㧔2005㧕ߢߪޔห࿖ߩ 1969㧙2000 ᐕߦ߅ߌࠆోⷐ⚛↢↥ ᕈ₸ߩㆊඨ߇ޔャ⾗ᧄ⽷ߦൻߐࠇߚᛛⴚߩ⒖ォߦࠃߞߡ⺑ߢ߈ࠆߣ⚿⺰ߠߌߡ ࠆޕ
ᧄⓂ߇ណ↪ߔࠆᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩ⸘᷹ᣇᴺߪ Greenwood et al.㧔1997ޔ2000㧕߇ឭ␜ ߒߚࡕ࠺࡞ߦၮߠߡ߅ࠅޔKwack and Sun㧔2005㧕ߩࠕࡊࡠ࠴ߣߪ⇣ߥࠅޔోⷐ⚛↢↥
ᕈߣߪ⒳ߩᛛⴚㅴᱠߣߒߡޔߎߩᯏ᪾⸳ߦൻߐࠇߚᛛⴚߩᓎഀࠍ⟎ߠߌࠆ19ޕ ⾗ᧄࠬ࠻࠶ࠢࠍ
K
ޔᛩ⾗ߩኻ⽎ߣߥࠅ⾗ᧄࠬ࠻࠶ࠢߦ⚵ߺࠇࠄࠇࠆᯏ᪾⸳ࠍI
ޔ⾗ ᧄࠬ࠻࠶ࠢߩᷫ⠻₸ࠍG
ߣ⟎ߊߣޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ㧔q
㧕ߪ⾗ᧄߩㆫ⒖ᑼߦᰴߩࠃ߁ ߦ⚵ߺㄟ߹ࠇࠆޕK
t1(
1
G
)
K
t1q
tI
t 㧔6㧕 ↢↥ߦ⋥ធᓇ㗀ࠍ߷ߔోⷐ⚛↢↥ᕈߣ⇣ߥࠅޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪᑼߩࠃ߁ߦᛩ ⾗ᵴേࠍㅢߓߡ⚻ᷣߦᓇ㗀ࠍ߷ߔޕ ࡕ࠺࡞ޔrepresentative agent ߪᚲᓧߩ߁ߜ߆ࠄᛩ⾗ߔࠆ߆ᶖ⾌ߔࠆ߆ߩㆬᛯࠍߔࠆޕߘ ߩߚޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߦࠃࠆ↢↥ߩᄢߪ⚿ᨐ⊛ߦᶖ⾌⽷ߣല₸ᛩ⾗⽷ߩ⋧ኻଔᩰ ߩᄌൻ㧔ല₸ᛩ⾗⽷ߩ⋧ኻଔᩰߩૐਅ㧕ࠍ߁ޕߎࠇߦኻߒߡޔోⷐ⚛↢↥ᕈߩߦࠃ ࠆ↢↥ߩᄢߪ⋧ኻଔᩰࠍᄌൻߐߖߥޕߟ߹ࠅޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ㧔q
㧕ߩേ߈ߪޔ ᶖ⾌⽷ଔᩰߩല₸ᛩ⾗⽷ߦኻߔࠆ⋧ኻଔᩰߩേ߈ߣߒߡߐࠇࠆ㧔ᶖ⾌⽷ߩ⋧ኻଔᩰߩ 㧩ല₸ᛩ⾗⽷ߩ⋧ኻଔᩰߩૐਅ㧩ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩჇᄢ㧕ޕ ᧄⓂߢߪ SNA ߩᶖ⾌࠺ࡈ࠲ࠍޔหߓ SNA ߩ✚࿕ቯ⾗ᧄᒻᚑߩ߁ߜߩᯏ᪾⸳ 㧔machinery and equipment㧕ߩ࠺ࡈ࠲ߢ㒰ߒߚ୯ࠍq
ߣߒߚ20ޕ
18
Ando et al.(2006)ࠍෳᾖޕ
19
ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪޔSolow㧔1960㧕ޔDomer㧔1963㧕ޔJorgenson㧔1966㧕ߥߤߢၮᧄ⊛ߥ⠨߃ᣇ߇ឭ ␜ߐࠇޔGreenwood et al.㧔1997ޔ2000㧕ߪޔߎߩᛛⴚ࡚ࠪ࠶ࠢ߇☨࿖ߩ⚻ᷣᚑ㐳ߦ⽸₂ߒߡࠆὐࠍ㧝࿖ ࡕ࠺࡞ࠍታ⸽ߒߡࠆޕ㐿♽ߩേቇ৻⥸ဋⴧࡕ࠺࡞߳ߩᔕ↪ߣߒߡޔBoileau㧔2002㧕ޔ┻ౝ㧔2006㧕 ߥߤ߇ࠆޕߎߩ߁ߜޔBoileau㧔2002㧕ߪవㅴ⻉࿖ࡕ࠺࡞ߢࠆߩߦኻߒߡޔ┻ౝ㧔2006㧕ߪ⾗ᧄ⽷ࠍଏ ⛎ߔࠆవㅴ⻉࿖㧔ᣣᧄߣ☨࿖㧕ߣޔ⾗ᧄ⽷ࠍャߒߡ↢↥ࠍⴕ߁᧲ࠕࠫࠕ 7 ࠞ࿖㧔㖧࿖ޔบḧޔࡑ ࠪࠕޔࠗࡦ࠼ࡀࠪࠕޔࡈࠖࡇࡦޔࠪࡦࠟࡐ࡞ޔ࠲ࠗ㧕ߩ㑆ߩޟ2 ࠞ࿖ࡕ࠺࡞ޠࠍᗐቯߒޔᛩ⾗․ᱶ ⊛ᛛⴚㅴᱠߩሽ߇వㅴ⻉࿖ߣ᧲ࠕࠫࠕ⻉࿖ߩ㑆ߩ᥊᳇ᓴⅣߩ⋧㑐ߦ৻ቯߩᓎഀࠍᨐߚߒߡࠆߎߣࠍ ታ⸽ߒߡࠆޕ 20 ☨࿖ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠࠍᛒߞߚ Greenwood et al.㧔1997ޔ2000㧕ߢߪޔᯏ᪾⸳ଔᩰߦߟߡߪޔ ⁛⥄ߦຠ⾰⺞ᢛࠍᣉߒߚ Gordon㧔1990㧕ߩ⎇ⓥᚑᨐࠍᒁ↪ߒߡࠆޕPakko㧔2002㧕߇ࠄ߆ߦߒߡࠆ ࠃ߁ߦޔ⾗ᧄ⽷ߩຠ⾰⺞ᢛߩ⒟ᐲߪᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩផ⸘⚿ᨐࠍᄢ߈ߊᏀฝߔࠆ㗴ߛ߇ޔຠ⾰⺞ᢛ ࠍߤߩࠃ߁ߦߒߡޔߤߎ߹ߢ࠺ࡈ࠲ߦᤋߐߖࠆߴ߈߆ߦߟߡߪ᭽ޘߥ⠨߃ᣇ߇ࠅޔవㅴ⻉࿖ߩ 㑆ߢ߽ኻᔕߩᣇߦᏅ߇ࠆߩ߇ታᖱߢࠆޕPakko㧔2002㧕߇ᜰ៰ߔࠆㅢࠅޔGreenwood et al.㧔1997ޔ 2000㧕߽ޔGordon㧔1990㧕ߩ࠺࠲ࠍ◲ᤃᑧ㐳ߒߡ↪ߒߡࠆὐߦߪᡷༀߩ߇ᱷࠆޕᧄⓂߢណ↪ߐ ࠇߚฦ࿖ߩ SNA ⛔⸘ߦߟߡ߽ޔᔅߕߒ߽ห᭽ߩၮḰߦၮߠߡຠ⾰⺞ᢛߐࠇߡࠆࠊߌߢߪߥὐߦ ߪ⇐ᗧߔࠆᔅⷐ߇ࠆޕ
࿑ 3㧙3ޔ࿑ 3㧙4 ߪታ㓙ߩ࠺࠲߆ࠄ⸘▚ߒߚ 16 ࠞ࿖ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩផ⒖ߢ ࠆޕ࿑ 3㧙3 ߇వㅴ⻉࿖ޔ࿑ 3㧙4 ߇᧲ࠕࠫࠕ⻉࿖ߢࠆޕ 㩷 ࿑㧟㧙㧟 వㅴ㧣ࠞ࿖ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 ࿑㧟㧙㧠 ᧲ࠕࠫࠕ㧥ࠞ࿖ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 㩷 ᧲ࠕࠫࠕߩ৻ㇱߩ࿖ࠍ㒰ߡᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪ࠻ࡦ࠼ࠍឬߡࠆޕߎ߁ߒ ߚ࠻ࡦ࠼ߪవㅴ⻉࿖ࠍᛒߞߚవⴕ⎇ⓥߢ߽ห᭽ߦ⏕ߐࠇߡࠆޕ߹ߚޔ᧲ࠕࠫࠕ ߩਛߢᲧセߒߚ႐วޔNIES ฦ࿖ߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩિ߮ߪ߅߅ߨޔASEAN ฦ࿖ࠍ 㪐㪇 㪈㪈㪇 㪈㪊㪇 㪈㪌㪇 㪈㪎㪇 㪈㪐㪇 㪉㪈㪇 㪈㪐㪐㪋㪑㪈 㪈㪐㪐㪌㪑㪊 㪈㪐㪐㪎㪑㪈 㪈㪐㪐㪏㪑㪊 㪉㪇㪇㪇㪑㪈 㪉㪇㪇㪈㪑㪊 㪉㪇㪇㪊㪑㪈 㪉㪇㪇㪋㪑㪊 㪉㪇㪇㪍㪑㪈 㪉㪇㪇㪎㪑㪊 ᣣᧄ ☨࿖ 䊐䊤䊮䉴 䊄䉟䉿 䉟䉺䊥䉝 ⧷࿖ 䉦䊅䉻 㪌㪇 㪎㪇 㪐㪇 㪈㪈㪇 㪈㪊㪇 㪈㪌㪇 㪈㪎㪇 㪈㪐㪇 㪉㪈㪇 㪈㪐㪐㪊㪑㪈 㪈㪐㪐㪋㪑㪈 㪈㪐㪐㪌㪑㪈 㪈㪐㪐㪍㪑㪈 㪈㪐㪐㪎㪑㪈 㪈㪐㪐㪏㪑㪈 㪈㪐㪐㪐㪑㪈 㪉㪇㪇㪇㪑㪈 㪉㪇㪇㪈㪑㪈 㪉㪇㪇㪉㪑㪈 㪉㪇㪇㪊㪑㪈 㪉㪇㪇㪋㪑㪈 㪉㪇㪇㪌㪑㪈 㪉㪇㪇㪍㪑㪈 㪉㪇㪇㪎㪑㪈 㪉㪇㪇㪏㪑㪈 㖧࿖ บḧ 䉲䊮䉧䊘䊷䊦 㚅᷼ ਛ࿖ 㪌㪇 㪎㪇 㪐㪇 㪈㪈㪇 㪈㪊㪇 㪈㪌㪇 㪈㪎㪇 㪈㪐㪇 㪉㪈㪇 㪈㪐㪐㪊㪑㪈 㪈㪐㪐㪋㪑㪈 㪈㪐㪐㪌㪑㪈 㪈㪐㪐㪍㪑㪈 㪈㪐㪐㪎㪑㪈 㪈㪐㪐㪏㪑㪈 㪈㪐㪐㪐㪑㪈 㪉㪇㪇㪇㪑㪈 㪉㪇㪇㪈㪑㪈 㪉㪇㪇㪉㪑㪈 㪉㪇㪇㪊㪑㪈 㪉㪇㪇㪋㪑㪈 㪉㪇㪇㪌㪑㪈 㪉㪇㪇㪍㪑㪈 㪉㪇㪇㪎㪑㪈 㪉㪇㪇㪏㪑㪈 䊙䊧䊷䉲䉝 䉟䊮䊄䊈䉲䉝 䉺䉟 䊐䉞䊥䊏䊮
࿁ߞߡࠆߎߣ߇ߡขࠇࠆޕߥ߅ޔ⇇ޔవㅴ⻉࿖ޔ᧲ࠕࠫࠕࡈࠔࠢ࠲ߣᲧセߔࠆ ߚߦᔅⷐߥᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩ㓸⸘ߪޔోⷐ⚛↢↥ᕈߣห᭽ߦޔ2000 ᤨὐߩታ⾰ GDP ߢട㊀ᐔဋߒߡⴕߞߚޕ ߢߪޔએߩࠃ߁ߦ⸘▚ߐࠇߚฦᄌᢙߣ structural FAVAR ߆ࠄߐࠇߚࡈࠔࠢ࠲ߩ 㑆ߦߪߤߩ⒟ᐲߩ⋧㑐߇ߖࠆߩߛࠈ߁߆ޕ 3㧙4 ߦޔฦᄌᢙߣਥⷐࡈࠔࠢ࠲ߣߩ⋧ 㑐ଥᢙߩ⸘▚⚿ᨐࠍ߹ߣߚ21ޕ 㩷 㧟㧙㧠 ࡈࠔࠢ࠲ߣฦ⒳࡚ࠪ࠶ࠢߣߩ⋧㑐ଥᢙ 㩷 㩷 㩷 ⇇㩷 వㅴ⻉࿖㩷 䋨ਛ࿖㒰䈒䋩㩷᧲䉝䉳䉝㩷 ᧲䉝䉳䉝䋨ਛ࿖㩷䉃䋩䋫☨࿖㩷 㪄㪇㪅㪈㪈㪍㪉 㩷 㪄㪇㪅㪈㪍㪐㪍 㩷 㪄㪇㪅㪇㪋㪈㪊 㩷 㪄㪇㪅㪈㪎㪍㪉㩷 㪁㩷 䉣䊈䊦䉩䊷ଔᩰ䋨䌉䌆䌓䋩㩷 㩿㪄㪀 㪇㪅㪏㪏㪊㪎 㩷 㪈㪅㪉㪐㪐㪍 㩷 㪇㪅㪊㪈㪉㪉 㩷 㪈㪅㪊㪌㪉㪊㩷 㩷 㪄㪇㪅㪉㪏㪉㪐 㪁㪁 㪄㪇㪅㪈㪈㪇㪎 㩷 㪄㪇㪅㪇㪉㪉㪇 㩷 㪄㪇㪅㪉㪏㪏㪎㩷 㪁㪁㩷 䉣䊈䊦䉩䊷ଔᩰ䋨䌉䌆䌓䋩㪉㪇㪇㪇 ᐕએ㒠㩷 㩿㪄㪀 㪈㪅㪎㪉㪇㪏 㩷 㪇㪅㪍㪋㪐㪍 㩷 㪇㪅㪈㪉㪏㪋 㩷 㪈㪅㪎㪌㪐㪊㩷 㩷 㪄㪇㪅㪇㪈㪐㪇 㩷 㪄㪇㪅㪈㪌㪏㪋 㩷 㪇㪅㪇㪏㪍㪎 㩷 㪇㪅㪈㪇㪈㪐㩷 㩷 䈠䈱ઁ䋱ᰴ↥ຠଔᩰ䋨䌉䌆䌓䋩㩷 㩿㪄㪀 㪇㪅㪈㪋㪊㪌 㩷 㪈㪅㪉㪈㪈㪐 㩷 㪇㪅㪍㪌㪎㪊 㩷 㪇㪅㪎㪎㪊㪎㩷 㩷 㪇㪅㪇㪐㪌㪍 㩷 㪄㪇㪅㪇㪋㪋㪎 㩷 㪇㪅㪇㪎㪈㪏 㩷 㪇㪅㪇㪏㪋㪈㩷 㩷 䈠䈱ઁ䋱ᰴ↥ຠଔᩰ䋨䌉䌆䌓䋩㪉㪇㪇㪇 ᐕએ㒠㩷 㩿㪄㪀 㪇㪅㪌㪍㪇㪇 㩷 㪇㪅㪉㪍㪇㪐 㩷 㪇㪅㪋㪈㪐㪐 㩷 㪇㪅㪋㪐㪉㪋㩷 㩷 㪄㪇㪅㪈㪍㪍㪎 㩷 㪄㪇㪅㪈㪋㪍㪐 㩷 㪄㪇㪅㪇㪉㪌㪍 㩷 㪄㪇㪅㪉㪏㪉㪎㩷 㪁㪁㩷 䉣䊈䊦䉩䊷ଔᩰ䋨䌉䌆䌓䋩㪟㪸㫄㫀㫃㫋㫆㫅㩿㪈㪐㪐㪍㪀㩷 㩿㪄㪀 㪈㪅㪉㪎㪎㪇 㩷 㪈㪅㪈㪉㪈㪏 㩷 㪇㪅㪈㪐㪊㪎 㩷 㪉㪅㪉㪉㪌㪉㩷 㩷 㪄㪇㪅㪉㪎㪏㪐 㪁㪁 㪄㪇㪅㪇㪐㪋㪐 㩷 㪄㪇㪅㪇㪊㪏㪌 㩷 㪄㪇㪅㪊㪎㪏㪊㩷 㪁㪁㩷 䉣䊈䊦䉩䊷ଔᩰ䋨䌉䌆䌓䋩㪉㪇㪇㪇 ᐕએ㒠㩷 㩷 㪟㪸㫄㫀㫃㫋㫆㫅㩿㪈㪐㪐㪍㪀㩷 㩿㪄㪀 㪈㪅㪍㪐㪊㪋 㩷 㪇㪅㪌㪌㪍㪇 㩷 㪇㪅㪉㪉㪌㪈 㩷 㪉㪅㪊㪏㪊㪊㩷 㩷 㪄㪇㪅㪇㪇㪎㪈 㩷 㪄㪇㪅㪉㪌㪋㪊 㪁㪁 㪇㪅㪇㪍㪍㪌 㩷 㪇㪅㪇㪏㪏㪐㩷 㩷 ㊄Ⲣ䉲䊢䉾䉪㩷 㩿㪄㪀 㪇㪅㪇㪌㪌㪌 㩷 㪉㪅㪇㪌㪋㪈 㩷 㪇㪅㪌㪉㪇㪏 㩷 㪇㪅㪍㪐㪎㪊㩷 㩷 㪇㪅㪈㪊㪏㪋 㩷 㪄㪇㪅㪈㪌㪍㪎 㩷 㪇㪅㪈㪇㪋㪊 㩷 㪄㪇㪅㪊㪉㪐㪇㩷 㪁㪁㩷 䊄䊦䊧䊷䊃䋨ኻᣣᧄャ┹ജ䋩㪈㪐㪐㪊㪄㪉㪇㪇㪋 㩿㪄㪀 㪇㪅㪐㪊㪎㪎 㩷 㪈㪅㪇㪍㪋㪌 㩷 㪇㪅㪎㪇㪊㪏 㩷 㪉㪅㪊㪊㪏㪊㩷 㩷 㪇㪅㪉㪇㪐㪍 㪁㪁 㪄㪇㪅㪇㪉㪈㪈 㩷 㪄㪇㪅㪇㪊㪈㪈 㩷 㪄㪇㪅㪈㪌㪋㪎㩷 㩷 䊄䊦䊧䊷䊃䋨ኻᣣᧄャ┹ജ䋩㪈㪐㪐㪊㪄㪉㪇㪇㪏 㩿㪄㪀 㪈㪅㪍㪏㪐㪇 㩷 㪇㪅㪈㪍㪍㪊 㩷 㪇㪅㪉㪋㪌㪈 㩷 㪈㪅㪉㪉㪊㪐㩷 㩷 㪇㪅㪇㪇㪋㪍 㩷 㪇㪅㪉㪈㪍㪋 㪁㪁 㪇㪅㪇㪋㪐㪎 㩷 㪄㪇㪅㪇㪌㪏㪇㩷 㩷 ోⷐ⚛↢↥ᕈ㩷 㩿㪂㪀 㪇㪅㪇㪊㪌㪊 㩷 㪈㪅㪎㪈㪎㪌 㩷 㪇㪅㪊㪏㪉㪊 㩷 㪇㪅㪋㪋㪍㪌㩷 㩷 㪄㪇㪅㪇㪎㪏㪐 㩷 㪇㪅㪈㪊㪌㪈 㩷 㪇㪅㪉㪈㪎㪐 㪁㪁㩷 㪇㪅㪇㪌㪍㪈㩷 㩷 ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ㩷 㩿㪂㪀 㪇㪅㪌㪎㪇㪐 㩷 㪈㪅㪇㪇㪉㪉 㩷 㪈㪅㪍㪎㪈㪇 㩷 㪇㪅㪋㪈㪍㪏㩷 㩷 㩷 㩷 㩷 㩷 㩷 ߹ߕޔ⾗Ḯଔᩰ࡚ࠪ࠶ࠢߢࠆ㧔1㧕㧔2㧕ߛ߇ޔ㧔1㧕ߩࠛࡀ࡞ࠡଔᩰߦߟߡߪޔ ⇇ࡈࠔࠢ࠲ޔ߅ࠃ߮ޔ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲ߣߩ⋧㑐߇⏕ߐࠇߚޕߚߛߒޔ1993 ╙ 2 ྾ඨᦼ㧙2008 ᐕ╙ 4 ྾ඨᦼߩㅢᦼߩ࠺࠲ࠍߞߚ႐วޔ⇇ࡈࠔࠢ࠲ߣߩ⋧㑐ߪ ᗧߢߪߥߊޔᗧߥ⋧㑐߇⏕ߢ߈ߚߩߪޔ⾗Ḯଔᩰ߇ၮ⺞ߦォߓߚ 2000 ᐕએ㒠ߢ ߞߚޕ㧔2㧕ߩࠛࡀ࡞ࠡࠍ㒰ߊ৻ᰴ↥ຠଔᩰߦߟߡߪޔࡈࠔࠢ࠲ߣߩ⋧㑐ߪߖ 21 3㧙4 ߦߪޔࠄ߆ߩ⋧㑐߇⏕ߢ߈ߚࡈࠔࠢ࠲ߛߌࠍឝタߒߚޕߎߎߢ⸅ࠇࠄࠇߡߥ᰷Ꮊޔ NIESޔASEANޔᣣᧄࠍ㒰ߊవㅴ⻉࿖ߩฦࡈࠔࠢ࠲ߦߟߡߪޔߘࠇࠄߩౕ⊛ߥਛりࠍ․ቯߔࠆߦߪ ⥋ࠄߥ߆ߞߚޕߥ߅ޔGDP ߩઍࠊࠅߦ↢↥࠺࠲ࠍⴕߞߚ㗎ஜᕈ࠹ࠬ࠻㧔3.3 ▵㧕ߢߪޔNIESޔᣣᧄ ࠍ㒰ߊవㅴ⻉࿖ߩฦࡈࠔࠢ࠲ߦߟߡ߽ోⷐ⚛↢↥ᕈߥߤߣߩ⋧㑐߇⏕ߐࠇߚޕ 㧔ᵈ㧝㧕Ბ߇⋧㑐ଥᢙޔਅᲑߪࡇࠕ࠰ࡦߩᬌቯ⛔⸘㊂ޕ㧡㧑ᗧ᳓Ḱޔ㧑ᗧ᳓Ḱޕ 㧔ᵈ㧞㧕㧔㧗㧕㧔㧙㧕ߪᗐቯߐࠇࠆ⋧㑐ଥᢙߩ╓ภ᧦ઙޕ 㧔ᵈ㧟㧕㧞ߟߩ↢↥ᕈᜰᮡߩ߁ߜޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪޔࡈࠔࠢ࠲ߦኻߒߡ㧠྾ඨᦼ࠼ࠍߣߞߚᤨᏅ⋧㑐 ଥᢙ㧔ࡈࠔࠢ࠲ߣ㧠྾ඨᦼᓟߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߣߩ⋧㑐ଥᢙ㧕ޕઁߩ࡚ࠪ࠶ࠢߦߟߡߪ࠼ࠣ ߥߒߩ⋧㑐ଥᢙޕᢥਛߩޟ↢↥ᕈ࡚ࠪ࠶ࠢߩಽᨆ⚿ᨐޠࠍෳᾖޕ
ߥ߆ߞߚޕࠛࡀ࡞ࠡଔᩰߩߪ⇇ࡈࠔࠢ࠲ࠍㅢߓߡߔߴߡߩ࿖ߦᓇ㗀ࠍ߽ߚࠄߒ ߡࠆ߇ޔ᧲ࠕࠫࠕ߅ࠃ߮☨࿖ߦߪߐࠄߦㅊട⊛ߥࡑࠗ࠽ࠬߩലᨐ߇⏕ߐࠇࠆ⚿ᨐߣߥ ߞߚޕߎࠇߪޔ᧲ࠕࠫࠕߣ☨࿖߇ઁߩవㅴ⻉࿖ߦᲧߴߡࠛࡀ࡞ࠡല₸㧔ࠛࡀ࡞ࠡଏ⛎ ㊂㧛ታ⾰ GDP㧕߇ᖡߎߣࠍᤋߒߡࠆߣផኤߐࠇࠆ22ޕ ߥ߅ޔ⾗Ḯଔᩰ࡚ࠪ࠶ࠢߦߟߡߪޔHamilton㧔1996㧕ߦၮߠߡ⸘▚ߒߚ⾗Ḯଔᩰߩ ᄌൻ₸ߣޔฦࡈࠔࠢ࠲ߣߩ㑐ଥ߽⏕ߒߚޕHamilton㧔1996㧕ߪේᴤଔᩰߩᄌൻ߇ࡑࠢ ࡠ⚻ᷣߦ߽ߚࠄߔᓇ㗀߇ଔᩰߩዪ㕙ߣਅ㒠ዪ㕙ߢ㕖ኻ⒓⊛ߢࠅޔਅ㒠ዪ㕙ߦߪᔅߕ ߒ߽ࡊࠬߩലᨐࠍ߽ߚࠄߐߥὐߦᵈ⋡ߒޔਅ㒠ዪ㕙ߩᄌൻ₸ࠍࡠߣ⟎ߚᜰᮡࠍ ߞߡ GDP ᚑ㐳₸߳ߩᓇ㗀ࠍಽᨆߒޔන⚐ߥᄌൻ₸ࠍណ↪ߒߚ႐วࠃࠅ߽ࡑࠢࡠᜰᮡߦኻ ߔࠆ⺑ജ߇㜞ὐࠍࠄ߆ߦߒߚޕ 3㧙4 ࠍࠆߣޔHamilton㧔1996㧕ߦᴪߞߡห᭽ߦ 㧔1㧕ࠍ⸘▚ߒߚ႐ว߽⇇ࡈࠔࠢ࠲ޔ߅ࠃ߮ޔ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲ߣߩ⋧㑐߇ ࠄࠇޔ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲ߣߩ⋧㑐ߦߟߡߪ⺑ജ߇㜞߹ࠆะ߇⏕ߢ߈ࠆޕ ᰴߦޔ㊄Ⲣ࡚ࠪ࠶ࠢߛ߇ޔవㅴ⻉࿖ࡈࠔࠢ࠲ߣߩ⋧㑐ߛߌ߇⏕ߐࠇߚޕ㊄Ⲣᷓൻ 㧔financial deepening㧕ߩᐲวߪㅜ࿖ߢࠆࠕࠫࠕ⻉࿖ࠃࠅ߽వㅴ⻉࿖ߩᣇ߇ᄢ߈ߊޔ ㊄Ⲣ࡚ࠪ࠶ࠢߩᓇ㗀߇వㅴ⻉࿖ߦ㒢ቯߐࠇࠆߣ߁⚿ᨐߪᅷᒰߣ್ᢿߢ߈ࠆޕ 4⇟⋡ߩᄌᢙߢࠆ㧔4㧕ߩ࠼࡞࠻ߪᗐቯߤ߅ࠅޔ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲ߣߩ ㅒ⋧㑐߇⏕ߐࠇߚޕߒ߆ߒޔᗧߥ㑐ଥ߇ࠄࠇࠆߩߪ 2004 ᐕ߹ߢߢߞߚޕߎߩ⚿ ᨐߪޔ2005 ᐕએ㒠ޔࠕࠫࠕฦ࿖ㅢ⽻ߩኻ࠼࡞࠻߇Ⴧଔၮ⺞ߦォߓޔvolatility ߇ᄢ߈ߊ ߒߚߎߣߣᢛว⊛ߢࠆޕ᧲ࠕࠫࠕ㧗☨࿖ࡈࠔࠢ࠲߇ᗐቯㅢࠅޔ᧲ࠕࠫࠕฦ࿖ߩኻ ᣣャ┹ജߩᄌൻࠍᤋߒߡࠆߚߦߪޔࠕࠫࠕฦ࿖ߩὑᦧ࠻߇ኻ࠼࡞ߢቯߒ ߡࠆߎߣ߇೨ឭߣߥࠆ߆ࠄߢࠆޕ 3.2.3 ↢↥ᕈ࡚ࠪ࠶ࠢߩಽᨆ⚿ᨐ ᰴߦ↢↥ᕈ࡚ࠪ࠶ࠢߩಽᨆ⚿ᨐߦ⒖ࠆޕోⷐ⚛↢↥ᕈߦߟߡߪవㅴ⻉࿖↢↥ᕈ߇వㅴ ⻉࿖ࡈࠔࠢ࠲ߦᓇ㗀ࠍਈ߃ߡࠆ߽ߩߩޔ⇇ޔ᧲ࠕࠫࠕޔNIESޔASEAN ߥߤઁߩࠣ ࡞ࡊߩ↢↥ᕈߣࡈࠔࠢ࠲ߣߩ㑆ߦߪ⋧㑐ߪ⏕ߢ߈ߥ߆ߞߚޕ ߎࠇߦኻߒߡޔᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߪోⷐ⚛↢↥ᕈߣߪㅒߩ⚿ᨐߦߥߞߚޕߔߥࠊߜޔ ᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߩ႐วޔ᧲ࠕࠫࠕߩᛩ⾗․ᱶ⊛ᛛⴚㅴᱠ߇᧲ࠕࠫࠕࡈࠔࠢ࠲ߦਈ߃ ߡࠆᓇ㗀ߪ⏕ߢ߈ߚ߇ޔ⇇߿వㅴ⻉࿖ߩหᛛⴚㅴᱠߪߕࠇߩࡈࠔࠢ࠲ߣ߽ᗧ ߥ㑐ଥ߇ߖߥ߆ߞߚޕ ߥ߅ޔᶖ⾌⽷ߩᯏ᪾⸳ߦኻߔࠆ⋧ኻଔᩰߣߒߡࠄࠊߐࠇࠆᛩ⾗․ᱶ⊛ᛛⴚㅴᱠߢߪޔ ↢↥ᕈߩᄌൻߣଔᩰߩᄌൻߣߩ㑆ߦࠆ࠲ࠗࡓࠣߦ⇐ᗧߔࠆᔅⷐ߇ࠆޕ↢↥ᕈ࡚ࠪ࠶ ࠢ߇ߞߚ႐ว߽ޔଔᩰߩ⺞ᢛࠦࠬ࠻╬߇ߔࠆ⚿ᨐޔߔߴߡߩડᬺ߇หᤨߦଔᩰࠍᡷ ቯߢ߈ࠆࠊߌߢߪߥߊޔߒߚ߇ߞߡޔ↢↥ᕈ࡚ࠪ࠶ࠢߦࠃࠆࡑࠢࡠߩଔᩰᄌᦝߪ✭߿߆ߦ ᤨ㑆ࠍ߆ߌߡⴕࠊࠇࠆߣ⠨߃ࠄࠇࠆ߆ࠄߢࠆޕ 22