Quadratic Hawkes processes for financial prices

We introduce and establish the main properties of QHawkes (‘Quadratic’ Hawkes) models. QHawkes models generalize the Hawkes price models introduced in Bacry and Muzy [Quant. Finance, 2014, 14(7), 1147–1166], by allowing feedback effects in the jump intensity that are linear and quadratic in past returns. Our model exhibits two main properties that we believe are crucial in the modelling and the understanding of the volatility process: first, the model is time-reversal asymmetric, similar to financial markets whose time evolution has a preferred direction. Second, it generates a multiplicative, fat-tailed volatility process, that we characterize in detail in the case of exponentially decaying kernels, and which is linked to Pearson diffusions in the continuous limit. Several other interesting properties of QHawkes processes are discussed, in particular the fact that they can generate long memory without necessarily being at the critical point. A non-parametric fit of the QHawkes model on NYSE stock data shows that the off-diagonal component of the quadratic kernel indeed has a structure that standard Hawkes models fail to reproduce. We provide numerical simulations of our calibrated QHawkes model which is indeed seen to reproduce, with only a small amount of quadratic non-linearity, the correct magnitude of fat-tails and time reversal asymmetry seen in empirical time series.     

上市促进了企业创新吗?——来自创业板制造业企业的经验证据

本研究利用手工收集的2009-2013年在创业板市场申请上市的制造业企业样本以及企业创新专利变量,经过对成功上市企业与终止上市企业的样本匹配,运用双重差分模型考察了上市是否促进我国创业板制造业企业创新,研究结果表明,上市显著促进了企业专利创新。进一步地,我们探讨了上市促进企业创新的机制,结果发现,上市通过改善融资约束显著促进了企业创新,而上市没能通过影响代理问题作用于企业创新。该结果意味着直接金融发展有助于推动企业创新;资本市场的风险分担及融资机制能够降低企业融资约束、进而促进企业创新。这不仅为直接金融促进企业创新提供了新的证据,也为我国进一步发展与完善资本市场,进而促进经济转型、创新发展提供了新的政策启示。     

The relationship between financial sector development and savings mobilisation in South Africa: An empirical study

This article examines the link between financial sector development and savings mobilisation in South Africa for the period 1980–2012. Taking the life-cycle hypothesis as our theoretical background and using Johansen co-integration that allows for hypothesis testing, the empirical results revealed a long-run relationship between savings, interest rates and financial sector development. We find an inverse relationship between the interest rate and savings, implying that South Africans are net borrowers because the income effect overwhelms the substitution effect. This in part explains the low level of savings in recent time. Important policy lessons for boosting the national savings rate are discussed.     

区域性民间金融风潮：中国式金融危机简史（1883-2015）

与西方国家发生于正规金融市场、以资产价格爆跌为主要特征的金融危机不同,中国式金融危机主要表现为局部市场发生的区域性民间金融风潮,早期以钱庄等传统金融机构倒闭和挤兑狂潮为主要特征,改革开放后主要表现为非法集资信用链断裂引发的“倒会案”、机构倒闭引发的企业主跑路,以及挤兑狂潮引发的群体性事件等。根据历史资料、媒体报道及学术文献,结合田野调查,对各类民间金融风潮具体案例进行系统梳理,并通过与一般金融危机的比较分析,发现区域性民间金融风潮的演化路径也经历“疯狂惊恐崩溃”三个阶段,但在具体成因、影响后果上存在较大区别。民间金融风潮具体成因与市场分割、二元结构下地方金融监管体制缺陷等有关,因此,在应对措施上也应与普通金融危机不同。     

Investment bank monitoring and bonding of security analysts’ research

We assess investment banks’ influence over the agreement between their analysts’ research behavior and their clients’ interests, in the post-reform era. Competing banks discipline their analysts with worse career outcomes for producing biased reports, issuing shirking reports, and for involvement in the earnings guidance game, showing meaningful monitoring of their analysts. Highly reputable banks provide more monitoring discipline of their analysts and bonding of their moral hazard than other banks. The findings agree with the banks taking responsibility for aligning analysts’ behavior with clients’ interests.     

引入国债期货合约能否发挥现货市场稳定效应?——基于中国金融周期的研究视角

我国国债期货市场能否发挥稳定现货市场功能,金融周期风险是否会改变国债期货市场对现货市场波动的影响,是投资者实施风险管理和监管部门构建市场稳定机制的重要依据。本文通过信息传递机制和交易者行为两个维度探析国债期货市场发挥稳定功能的微观机理,分析金融周期风险对衍生工具稳定功能的影响,解析引入国债期货合约能否缓解金融周期波动对国债市场冲击,同时关注我国国债期货交易机制改进与现券波动关系。研究发现:(1)我国国债期货市场已实现抑制现货市场波动的功能,金融周期风险会引发现货价格波动,国债期货市场能够降低金融周期的波动冲击;(2)改善现货市场深度和套保交易是国债期货市场发挥稳定功能的微观路径,国债期货市场增进国债预期交易量流动性、减弱非预期交易量干扰,金融周期低波动区间套保交易稳定作用受到抑制;(3)国债期货投机交易和波动溢出效应助长现货市场波动,正负期现基差对国债波动影响具有非对称特征。     

Leveraging a call-put ratio as a trading signal

We examine whether a put-call ratio, derived from a unique set of market data, can be used to predict directional moves in asset prices during various market conditions between March 2005 and December 2012. Our findings show: (1) specific market participant's options trading volume is a predecessor to asset price movements, and (2) portfolios based on the put-call ratio adjusted for four factors Carhart model and transaction costs exhibit abnormal excess returns.     

A comprehensive approach to measuring the relation between systemic risk exposure and sovereign debt

Using an integrated model to control for simultaneity, as well as new risk measurement techniques such as Adapted Exposure CoVaR and Marginal Expected Shortfall (MES), we show that the aggregate systemic risk exposure of financial institutions is positively related to sovereign debt yields in European countries in an episodic manner, varying positively with the intensity of the financial crisis facing a particular nation. We find evidence of a simultaneous relation between systemic risk exposure and sovereign debt yields. This suggests that models of sovereign debt yields should also include the systemic risk of a country's financial system in order to avoid potentially important mis-specification errors. We find evidence that systemic risk of a country's financial institutions and the risk of sovereign governments are inter-related and shocks to these domestic linkages are stronger and longer lasting than international risk spillovers. Thus, the channel in which domestic sovereign debt yields can be affected by another nation's sovereign debt is mostly an indirect one in that shocks to a foreign country's government finances are transmitted to that country's financial system which, in turn, can spill over to the domestic financial system and, ultimately, have a destabilizing effect on the domestic sovereign debt market.     

On the ‘Review of Structure and Effectiveness of the IFRS Foundation’: the EAA’s Financial Reporting Standards Committee’s View

In July 2015 the International Financial Reporting Standards (IFRS) Foundation launched its third five year review of its structure and effectiveness of the organisation. In a public call, the Trustees solicited stakeholders’ input on the relevance of IFRS Standards with respect to broadening the IFRS scope and to the impact of new technology, on the consistent application of IFRS and on the governance and funding of the International Accounting Standards Board and the IFRS Foundation. The European Accounting Association (EAA)’s Financial Reporting Standards Committee responded to this request for views by submitting a comment letter based on research-informed opinions. This article provides an overview of this Review of Structure and Effectiveness of the IFRS Foundation and the EAA’s opinions in response to this Review.     

Europe's income convergence and the latest global financial crisis

This paper examines the effects of the 2008 financial crisis on economic growth and convergence across European countries from 1973 to 2012. Employing cross-sectional and dynamic panel data techniques, the results show that the global financial crisis has brought a greater absolute convergence rate rather than divergence, affected richer members more heavily and, presumably, allowed less developed members to recover more quickly. We find evidence that creating the European Union has contributed toward economic growth and convergence; meanwhile, no similar evidence is found concerning the European Monetary Union. Moreover, we present evidence that both the average output per capita and the rate of convergence during the financial crisis fell around 7%.