Asset volatility

被引:0
作者
Maria Correia
Johnny Kang
Scott Richardson
机构
[1] London School of Economics and Political Science,
[2] BlackRock,undefined
[3] AQR Capital Management LLC,undefined
[4] London Business School,undefined
来源
Review of Accounting Studies | 2018年 / 23卷
关键词
credit spreads; volatility; bankruptcy; default; G12; G14; M41;
D O I
暂无
中图分类号
学科分类号
摘要
We examine whether fundamental measures of volatility are incremental to market-based measures of volatility in (i) predicting bankruptcies (out of sample), (ii) explaining cross-sectional variation in credit spreads, and (iii) explaining future credit excess returns. Our fundamental measures of volatility include (i) historical volatility in profitability, margins, turnover, operating income growth, and sales growth; (ii) dispersion in analyst forecasts of future earnings; and (iii) quantile regression forecasts of the interquartile range of the distribution of profitability. We find robust evidence that these fundamental measures of volatility improve out-of-sample forecasts of bankruptcy and help explain cross-sectional variation in credit spreads. This suggests that an analysis of credit risk can be enhanced with a detailed analysis of fundamental information. As a test case of the benefit of volatility forecasting, we document an improved ability to forecast future credit excess returns, particularly when using fundamental measures of volatility.
引用
收藏
页码:37 / 94
页数:57
相关论文
共 79 条
[1]  
Altman E(1968)Financial ratios, discriminant analysis and the prediction of corporate bankruptcy The Journal of Finance 23 589-609
[2]  
Arora N(2005)Reduced form vs. structural models of credit risk: a case study of 3 models Journal of Investment Management 3 43-67
[3]  
Bohn J(1966)Financial ratios as predictors of bankruptcy Journal of Accounting Research 4 71-111
[4]  
Zhu F(2012)Do differences in financial reporting attributes impair the predictive ability of financial ratios for bankruptcy Review of Accounting Studies 17 969-1010
[5]  
Beaver WH(2005)Have financial statements become less informative? Evidence from the ability of financial ratios to predict bankruptcy Review of Accounting Studies 10 93-122
[6]  
Beaver WH(2008)Forecasting default with the Merton distance to default model Review of Financial Studies 21 1339-1369
[7]  
Correia M(2010)Recovery rates, default probabilities, and the credit cycle Journal of Banking and Finance 34 754-764
[8]  
McNichols M(2008)In search of distress risk The Journal of Finance 63 2899-2939
[9]  
Beaver WH(2003)Equity volatility and corporate bond yields The Journal of Finance 58 2321-2349
[10]  
McNichols M(2010)The information content of option-implied volatility for credit default swap valuation Journal of Financial Markets 13 321-343