Measuring Credit Risk of Individual Corporate Bonds in US Energy Sector

In this paper, using the measures of the credit risk price spread (CRiPS) and the standardized credit risk price spread (S-CRiPS) proposed in Kariya’s (A CB (corporate bond) pricing model for deriving default probabilities and recovery rates. Eaton, IMS Collection Series: Festschrift for Professor Morris L., 2013) corporate bond model, we make a comprehensive empirical credit risk analysis on individual corporate bonds (CBs) in the US energy sector, where cross-sectional CB and government bond price data is used with bond attributes. Applying the principal component analysis method to the S-CRiPSs, we also categorize individual CBs into three different groups and study on their characteristics of S-CRiPS fluctuations of each group in association with bond attributes. Secondly, using the market credit rating scheme proposed by Kariya et al. (2014), we make credit-homogeneous groups of CBs and show that our rating scheme is empirically very timely and useful. Thirdly, we derive term structures of default probabilities for each homogeneous group, which reflect the investors’ views and perspectives on the future default probabilities or likelihoods implicitly implied by the CB prices for each credit-homogeneous group. Throughout this paper it is observed that our credit risk models and the associated measures for individual CBs work effectively and can timely provide the market credit information evaluated by investors.     

The Informational Efficiency of the Corporate Bond Market: An Intraday Analysis

Using a unique dataset based on daily and hourly high-yieldbond transaction prices, we find the informational efficiencyof corporate bond prices is similar to that of the underlyingstocks. We find that stocks do not lead bonds in reflectingfirm-specific information. We further examine price behavioraround earnings news and find that information is quickly incorporatedinto both bond and stock prices, even at short return horizons.Finally, we find that measures of market quality are no poorerfor the bonds in our sample than for the underlying stocks.     

What Does the Corporate Bond Market Know?

Do related markets reflect new information simultaneously? For high‐yield bonds, a large abnormal price decline in a corporation's most liquid bond over a month is followed by an average abnormal stock price decline of ?1.42%. This effect is larger for stocks that have increased in value and for volatile stocks. It is also larger for bonds with high coupons and shorter maturities. These results support the view that high‐yield corporate bonds have an informational edge when news is negative and stock returns are noisy, and add to the growing literature on the substantial lags in price discovery between related markets.     

Corporate Fraud and Corporate Bond Costs: Evidence from China

This study investigates the relationship between corporate fraud and four typical components of costs associated with corporate bonds. Based on data from a booming corporate bond market in China, we confirm that fraudulent issuers have higher corporate bond costs. Specifically, they are more likely to push upward price revisions, pay higher issue fees and coupon spreads, and encounter larger underpricing after issuance. Moreover, we demonstrate that severe corporate fraud is also significantly related to the costs of corporate bonds. Furthermore, we find that investors pay more attention to fraud in accounting information and disclosure. These results remain robust to a strand of endogeneity and through the robustness tests. In additional research, we find that bonds issued by fraudulent firms tend to receive lower ratings and show inferior performance after issuance. We also demonstrate that the effects of corporate fraud on bond costs erode as time passes, although the mitigation speed is slow. Finally, we find that hiring reputable financial intermediaries can partially mitigate the negative effects of corporate fraud.     

THE IMPACT OF BOND RATING CHANGES ON COMMON STOCKS AND BONDS: TESTS OF THE WEALTH REDISTRIBUTION HYPOTHESIS

Past studies on the impact of bond rating changes have focused on bonds or stocks and the information content of rating change announcements. This paper examines both bonds and stocks and investigates the wealth redistribution effect as well as the existence of information content. The results imply that information content of “bad’ news dominates firm downgradings, while the wealth redistribution effect dominates firm upgradings. Furthermore, this study attributes the lack of information content for bond upgradings to the offsetting effects of wealth redistribution and information content.     

Size Effects in the Pricing of Corporate Bonds

Large orders for corporate bonds get preferential treatment unlike large orders for stocks on the NYSE. A structural explanation, namely, that the corporate bond market is dealer‐dominated, has been offered for the favorable pricing. In this paper, we offer an additional explanation, namely, that the improved pricing for large orders is due to the net impact such orders have on a market maker's costs. Using a data sample that is substantially free of timing mismatch, we support our assertion by sorting the sample into ‘brokered’ trades, which are trades where the dealer merely crosses buy and sell orders and ‘inventoried’ trades, where the dealer trades out of his inventory. We find that large orders raise information costs, but lower inventory costs for ‘inventoried’ trades. The net result is a smaller price advantage than received by large orders on ‘brokered’ trades which are not subject to these costs.     

债券评级机构变更——基于评级选购与评级迎合视角

本文以2008年至2017年的公司债券为样本,研究了发行人变更评级机构的影响,以此来解释评级市场上发行人频繁变更评级机构的现象。本文发现发行人变更评级机构后,其信用等级得到显著提升。发行人变更评级机构的行为对信用等级的影响在以下两种情形中更显著:一是当发行人所处行业或评级机构所在的评级市场竞争激烈时;二是当发行人主体评级位于AA信用等级的临界点时。进一步研究发现,考虑到评级机构变更与信用等级之间的交互影响,变更评级机构的发行人整体上可实现发债成本的降低。但该类发行人未来的违约风险增加、经营业绩下降。最后,本文发现债券发行规模较大以及非国有发行人更倾向于变更评级机构来提高信用等级。本文通过分析发行人更换信用评级机构的动机和后果,为监管部门构建以评级质量为导向的良性竞争环境提供借鉴参考。     

Effects of Preferred Stock Re-rating on Common Stock Prices: Further Evidence

This study examines the price reactions of common stocks to changes in preferred stock ratings, with focuses on firms with less information available in the market as well as on firms with a relatively larger proportion of preferred stock financing. Emphasis on differential information and the relative size of preferred stocks across firms provide a more powerful test of the effect of rating changes on stock prices. Contrary to previous studies that report no price effect on common stocks due to preferred stock re-ratings, these results show that for low-information firms and for firms with a larger proportion of preferred stocks in their capital structure, a preferred stock rating downgrade exerts significant negative price effect on common stocks during the two-day announcement period. Our findings also have implications for future studies of other firm-specific events such as security offerings, stock repurchases, and convertible calls.     

Illiquidity or credit deterioration: A study of liquidity in the US corporate bond market during financial crises

We investigate whether liquidity is an important price factor in the US corporate bond market. In particular, we focus on whether liquidity effects are more pronounced in periods of financial crises, especially for bonds with high credit risk, using a unique data set covering more than 20,000 bonds, between October 2004 and December 2008. We employ a wide range of liquidity measures and find that liquidity effects account for approximately 14% of the explained market-wide corporate yield spread changes. We conclude that the economic impact of the liquidity measures is significantly larger in periods of crisis, and for speculative grade bonds.     

Informed trading,information uncertainty,and price momentum

In this paper we investigate the effects of informed trading (PIN) and information uncertainty in determining price momentum. We find that trading strategies based on buying high-uncertainty good-news stocks and shorting high-uncertainty bad-news stocks work well when limited to high-PIN stocks, while stocks with low-PIN do not exhibit price continuations, even when the uncertainty level of those stocks is high. In contrast, momentum returns are always significant for high-PIN stocks, irrespective of information uncertainty. Overall, we show that the informed trading effect is both independent of and stronger than that of information uncertainty in determining price momentum.     

资本市场国际影响力提升效应研究——来自A股纳入明晟(MSCI)新兴市场指数的证据

2018年5月15日,首批纳入明晟(MSCI)新兴市场指数的A股股票名单正式公布。我们发现,被纳入MSCI的股票(标的股票)在公告日前后有显著为正的累计超额收益。相较于主要特征相似的匹配股票,标的股票纳入MSCI后的分析师评级有显著提升。进一步研究表明,在公告日前后融资(融券)交易量显著上升(下降),而换手率没有明显变化,并且净融资交易与公告效应显著正相关。本文的发现表明,A股纳入MSCI这一事件具有明显的信息含量,传递了有关企业前景的正面信息,并促使本地市场聪明投资者进行更活跃的交易,这对促进价格发现、促成价值投资具有一定的推动作用。     

债券市场的评级信息能改善股票市场信息环境吗?——来自分析师预测的证据

本文研究发现,信用评级增加了分析师预测的公共信息,同时没有减少分析师预测的私有信息,即信用评级信息能够改善股票市场信息环境。具体地,本文利用2006-2016年上市公司数据实证发现,信用评级能显著提高分析师预测精度、降低分析师预测分歧度与乐观偏差,且这种效应在信息不对称程度高、低能力分析师跟踪的企业以及外资参股的评级机构中更加显著,这说明信用评级向分析师提供了新的信息。进一步地,信用评级只增加了分析师预测的公共信息,对私有信息没有显著影响,同时也不影响分析师的调研行为,上述结论表明信用评级信息披露并不影响分析师拥有私有信息的优势,且信用评级机构与分析师之间存在互补而非替代关系。因此,金融监管应该加强对评级机构尽职调研的要求,充分发挥信用评级机构的信息中介功能。     

名义价格幻觉——基于证券分析师目标价格预测的经验证据

本文利用证券分析师发布的股票目标价格预测,为名义价格幻觉提供了能够直接反映心理预期的经验证据。研究发现,证券分析师对低价股未来收益的心理预期显著高于高价股,该行为偏误在规模小、上市时间短、股票波动性大、财务透明度低和无形资产占比高等估值难度更大的股票中表现得更加明显。我们还利用股票送转,对证券分析师是否受到名义价格幻觉的影响做进一步验证,发现由送转引起的与基本面无关的名义价格下降显著提升了证券分析师对股票未来回报的心理预期。进一步研究表明,上述发现并不是因为证券分析师准确预见了低价股和高价股未来有不同的投资机会,也不是为了最大化其供职证券公司的利益而有意迎合投资者。     

Risk and return in convertible arbitrage: Evidence from the convertible bond market

In this paper, we identify and document the empirical characteristics of the key drivers of convertible arbitrage as a strategy and how they impact the performance of convertible arbitrage hedge funds. We show that the returns of a buy-and-hedge strategy involving taking a long position in convertible bonds (“CBs”) while hedging the equity risk alone explains a substantial amount of these funds' return dynamics. In addition, we highlight the importance of non-price variables such as extreme market-wide events and the supply of CBs on performance. Out-of-sample tests provide corroborative evidence on our model's predictions. At a more micro level, larger funds appear to be less dependent on directional exposure to CBs and more active in shorting stocks to hedge their exposure than smaller funds. They are also more vulnerable to supply shocks in the CB market. These findings are consistent with economies of scale that large funds enjoy in accessing the stock loan market. However, the friction involved in adjusting the stock of risk capital managed by a large fund can negatively impact performance when the supply of CBs declines. Taken together, our findings are consistent with convertible arbitrageurs collectively being rewarded for playing an intermediation role of funding CB issuers whilst distributing part of the equity risk of CBs to the equity market.     

Pricing of off‐balance sheet debt: how do bond market participants use the footnote disclosures on operating leases and postretirement benefit plans?

In this study, we examine whether the public debt market prices information on off‐balance sheet debt arising from operating leases and postretirement plans. We find that bond‐rating agencies price off‐balance sheet debt arising from operating leases and the coefficient on off‐balance sheet debt measure of operating leases is similar to that of capital leases on the balance sheet. Regarding postretirement benefit plans, we find that bond‐rating agencies do price postretirement benefit obligations that are reported in balance sheet but do not price such obligations disclosed in footnotes. We find similar results when we examine corporate bond yields on new debt issues.     

私有信息、评级偏差和中国评级机构的市场声誉

考虑到评级机构拥有市场声誉的本质在于其可以通过扭曲评级从而对市场产生影响,本文分两步研究中国发行人付费评级机构的市场声誉:第一步,将信用评级对各种基本面因素进行回归,并以实际评级与回归预测值的差值作为评级偏差的量度。与既有文献相比,本文的重要改进是在基本面因素中引入了发债企业与各评级机构(分支机构)最短距离的均值和方差,这能较好地控制因发债企业私有信息可能造成的选择偏误。第二步,考察评级偏差和机构特征如何影响企业的发债成本。研究表明,中国评级机构作为一个整体具有显著的市场声誉,但各评级机构之间存在很大的差异性。最后,考虑到评级机构与发债企业在选址上可能会有集聚效应,我们基于高铁开通事件进行双重差分检验,研究表明本文结论是稳健的。     

Risky Debt,Investment Incentives,and Reputation in a Sequential Equilibrium

The agency relationship of corporate insiders and bondholders is modeled as a dynamic game with asymmetric information. The incentive effect of risky debt on the investment policy of a levered firm is studied in this context. In a sequential equilibrium of the model, a concept of reputation arises endogenously resulting in a partial resolution of the classic agency problem of underinvestment. The incentive of the firm to underinvest is curtailed by anticipation of favorable rating of its bonds by the market. This anticipated pricing of debt is consistent with rational expectations pricing by a competitive bond market and is realized in equilibrium. Some empirical implications of the model for bond rating, debt covenants, and bond price response to investment announcements are explored.     

Ratings Quality and Borrowing Choice

Past studies document that incentive conflicts may lead issuer‐paid credit rating agencies to provide optimistically biased ratings. In this paper, we present evidence that investors question the quality of issuer‐paid ratings and raise corporate bond yields where the issuer‐paid rating is more positive than benchmark investor‐paid ratings. We also find that some firms with favorable issuer‐paid ratings substitute public bonds with borrowings from informed intermediaries to mitigate the “lemons discount” associated with poor quality ratings. Overall, our results suggest that the quality of issuer‐paid ratings has significant effects on borrowing costs and the choice of debt.     

Regulatory pressure and fire sales in the corporate bond market

This paper investigates fire sales of downgraded corporate bonds induced by regulatory constraints imposed on insurance companies. As insurance companies hold over one-third of investment-grade corporate bonds, the collective need to divest downgraded issues may be limited by a scarcity of counterparties. Using insurance company transaction data, we find that insurance companies that are relatively more constrained by regulation are more likely to sell downgraded bonds. Bonds subject to a high probability of regulatory-induced selling exhibit price declines and subsequent reversals. These price effects appear larger during periods when the insurance industry is relatively distressed and other potential buyers' carpital is scarce.     

基于转股价修正条款的可转债定价

在研究可转债定价问题时考虑转股价修正条款是十分必要的。尤其是在2008年的熊市中,各可转债纷纷调低转股价,转股价修正条款给予投资者保护作用不容忽视。基于AFV模型,本文建立了包含转股价修正条款的定价模型,并利用有限差分法进行数值求解。