武汉理工大学学报(信息与管理工程版)
武漢理工大學學報(信息與管理工程版)
무한리공대학학보(신식여관리공정판)
JOURNAL OF WUHAN AUTOMOTIVE POLYTECHNIC UNIVERSITY
2014年
1期
125-129
,共5页
CAPM模型%DCC-GARCH模型%时变贝塔%系统风险%财务指标
CAPM模型%DCC-GARCH模型%時變貝塔%繫統風險%財務指標
CAPM모형%DCC-GARCH모형%시변패탑%계통풍험%재무지표
CAPM model%DCC-GARCH model%time-varying beta%systematic risk%financial indicators
为了验证CAPM模型中贝塔系数的稳定性以及系统风险的影响因素,引入ENGLE提出的DCC-GARCH模型,利用上市公司普通股月度收益率数据得到随时间变化的贝塔值,证明了用来衡量资产风险的贝塔系数具有不稳定性。将时变贝塔与选取的财务指标进行多元线性回归,得出如下结论:对由时变贝塔表示的系统风险有显著正向影响的财务指标包括经营杠杆、资本积累率、企业规模,以及应收账款周转率;有显著负向影响的指标包括流动比率和现金流量比率;无显著影响的指标为财务杠杆和净资产收益率。与已有研究不同的是,时变贝塔的引入克服了研究结论只对行业研究具有一定参考意义而对个别公司的指导意义不大的缺点,可为利益相关者在公司层面衡量系统风险提供指导。
為瞭驗證CAPM模型中貝塔繫數的穩定性以及繫統風險的影響因素,引入ENGLE提齣的DCC-GARCH模型,利用上市公司普通股月度收益率數據得到隨時間變化的貝塔值,證明瞭用來衡量資產風險的貝塔繫數具有不穩定性。將時變貝塔與選取的財務指標進行多元線性迴歸,得齣如下結論:對由時變貝塔錶示的繫統風險有顯著正嚮影響的財務指標包括經營槓桿、資本積纍率、企業規模,以及應收賬款週轉率;有顯著負嚮影響的指標包括流動比率和現金流量比率;無顯著影響的指標為財務槓桿和淨資產收益率。與已有研究不同的是,時變貝塔的引入剋服瞭研究結論隻對行業研究具有一定參攷意義而對箇彆公司的指導意義不大的缺點,可為利益相關者在公司層麵衡量繫統風險提供指導。
위료험증CAPM모형중패탑계수적은정성이급계통풍험적영향인소,인입ENGLE제출적DCC-GARCH모형,이용상시공사보통고월도수익솔수거득도수시간변화적패탑치,증명료용래형량자산풍험적패탑계수구유불은정성。장시변패탑여선취적재무지표진행다원선성회귀,득출여하결론:대유시변패탑표시적계통풍험유현저정향영향적재무지표포괄경영강간、자본적루솔、기업규모,이급응수장관주전솔;유현저부향영향적지표포괄류동비솔화현금류량비솔;무현저영향적지표위재무강간화정자산수익솔。여이유연구불동적시,시변패탑적인입극복료연구결론지대행업연구구유일정삼고의의이대개별공사적지도의의불대적결점,가위이익상관자재공사층면형량계통풍험제공지도。
In order to verify the stability of CAPM beta as well as the influential factors of the systematic risk , the DCC-GARCH model proposed by Engle was introduced to calculate the time -varying beta according to the monthly rate of return .It was proved the beta coefficient which is used to measure asset risk was instable .The following conclusions are made after the multiple linear regression between the time -varying beta and the selected financial indicators: Four indexes have a significant positive impact on the system risk represented by the time -varying beta including operating leverage , rate of capital accumula-tion, firm size and accounts receivable turnover ratio;the current ratio and cash flow ratio have a significant negative impact on the time-varying beta;the financial leverage and return on equity have no significant impact .Differ from the existing research , the introduction of time-varying beta has overcame the shortcomings of the conclusions that have a certain reference meaning to industry research and little guiding significance on individual companies and could provide guidance to measure the systematic risk on the corporate level .