统计与信息论坛
統計與信息論罈
통계여신식론단
STATISTICS & INFORMATION TRIBUNE
2014年
8期
41-47,48
,共8页
商业银行%宏观压力测试%顺周期性%行业违约相关性
商業銀行%宏觀壓力測試%順週期性%行業違約相關性
상업은행%굉관압력측시%순주기성%행업위약상관성
commercial bank%macro stress testing%procyclicality%industry default correlation
目前,考虑行业违约相关的宏观压力测试方法较少,而两种主流方法风险传导过程都存在明显不足。因此,从理论上提出一个新的压力传导模型,通过冲击因子矩阵使偏离平均值的行业违约率与宏观经济冲击因子联系起来,将违约的顺周期性和行业违约相关性纳入统一框架内;在技术上避免了分行业多元线性回归方程,使分行业压力测试过程简易可行。实证结果表明:该方法能合理刻画宏观经济冲击对各行业违约率的影响,商业银行为提高抵御系统性风险的能力,可降低顺周期性强的行业贷款占比,或者调整贷款行业结构以避免行业集中度过高。
目前,攷慮行業違約相關的宏觀壓力測試方法較少,而兩種主流方法風險傳導過程都存在明顯不足。因此,從理論上提齣一箇新的壓力傳導模型,通過遲擊因子矩陣使偏離平均值的行業違約率與宏觀經濟遲擊因子聯繫起來,將違約的順週期性和行業違約相關性納入統一框架內;在技術上避免瞭分行業多元線性迴歸方程,使分行業壓力測試過程簡易可行。實證結果錶明:該方法能閤理刻畫宏觀經濟遲擊對各行業違約率的影響,商業銀行為提高牴禦繫統性風險的能力,可降低順週期性彊的行業貸款佔比,或者調整貸款行業結構以避免行業集中度過高。
목전,고필행업위약상관적굉관압력측시방법교소,이량충주류방법풍험전도과정도존재명현불족。인차,종이론상제출일개신적압력전도모형,통과충격인자구진사편리평균치적행업위약솔여굉관경제충격인자련계기래,장위약적순주기성화행업위약상관성납입통일광가내;재기술상피면료분행업다원선성회귀방정,사분행업압력측시과정간역가행。실증결과표명:해방법능합리각화굉관경제충격대각행업위약솔적영향,상업은행위제고저어계통성풍험적능력,가강저순주기성강적행업대관점비,혹자조정대관행업결구이피면행업집중도과고。
T here are a few macro stress testing methods considering the industry default correlation , defects exist in two kinds of main methods of risk conduction process .A new risk conduction model is proposed theoretically ,the shock factor matrix is used to associate deviations from the average value of the industry default rates with macroeconomic shock factor ,the default procyclicality and industry default correlation are integrated into a unified framework ;industry multiple linear regression equations are avoided technically ,so the industry stress testing is simple and feasible .T he empirical results show that , this method can properly describe the impact of macroeconomic to industry default rates ,the commercial banks can improve the ability of resisting the systemic risk by reducing the industry loans of strong procyclicality or adjusting loans industrial structure to avoid high Industry concentration .