国际金融研究
國際金融研究
국제금융연구
Studies of International Finance
2013年
6期
56~66
,共null页
金融不稳定性 宏观经济 马尔科夫区制转移 状态空间模型
金融不穩定性 宏觀經濟 馬爾科伕區製轉移 狀態空間模型
금융불은정성 굉관경제 마이과부구제전이 상태공간모형
Financial Instability; Macro-economy; Markov Regime Switching; State-space Model
本文首先通过马尔科夫区制转移的多元动态因子模型,得到能够反映我国金融系统内在不稳定性的潜在不可观测因子,分析了我国金融系统在“金融不稳定区制”和“金融稳定区制”下的不同特征:其次,本文以“金融不稳定性假说”、“金融加速器理论”等研究为理论基础,通过一个特定的马尔科夫区制转移的自回归模型MSIAH(M)-ARX(P)研究了我国金融系统不稳定性对宏观经济的非对称影响。实证结果表明,我国金融系统具有内在的周期不稳定性,并且在不同的经济增长状态下这种金融不稳定性对宏观经济的影响具有非对称性,在“高速增长”阶段对经济具有显著的正向放大作用,而在“适速增长”阶段的影响不显著。
本文首先通過馬爾科伕區製轉移的多元動態因子模型,得到能夠反映我國金融繫統內在不穩定性的潛在不可觀測因子,分析瞭我國金融繫統在“金融不穩定區製”和“金融穩定區製”下的不同特徵:其次,本文以“金融不穩定性假說”、“金融加速器理論”等研究為理論基礎,通過一箇特定的馬爾科伕區製轉移的自迴歸模型MSIAH(M)-ARX(P)研究瞭我國金融繫統不穩定性對宏觀經濟的非對稱影響。實證結果錶明,我國金融繫統具有內在的週期不穩定性,併且在不同的經濟增長狀態下這種金融不穩定性對宏觀經濟的影響具有非對稱性,在“高速增長”階段對經濟具有顯著的正嚮放大作用,而在“適速增長”階段的影響不顯著。
본문수선통과마이과부구제전이적다원동태인자모형,득도능구반영아국금융계통내재불은정성적잠재불가관측인자,분석료아국금융계통재“금융불은정구제”화“금융은정구제”하적불동특정:기차,본문이“금융불은정성가설”、“금융가속기이론”등연구위이론기출,통과일개특정적마이과부구제전이적자회귀모형MSIAH(M)-ARX(P)연구료아국금융계통불은정성대굉관경제적비대칭영향。실증결과표명,아국금융계통구유내재적주기불은정성,병차재불동적경제증장상태하저충금융불은정성대굉관경제적영향구유비대칭성,재“고속증장”계단대경제구유현저적정향방대작용,이재“괄속증장”계단적영향불현저。
Based on the multivariate dynamic factor model with regime switching, this paper uses a single underlying, unobserved variable to capture the inherent instability of China's financial system and to analyze the characteristics of the financial instability in two different regimes, i.e., " instable regime" and " stable regime" . According to " Financial Instability Hypothesis", "Financial Accelerator Theory" and other related research on the relationship between financial instability and economy, we analyze the asymmetric effect of financial instability on China's economy using a specific Markov-Switching Auto-regression model MSIAH (M)-ARX (P). Empirical results show that Chinese financial system has cyclical instability and the effect of financial instability on economy is asymmetric with regard to different regimes of economic growth. Specifically, the effect is significant and positive in "high-speed growth" regime, but not significant in "low-speed growth" regime.