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Nonparametric estimates of option prices via Hermite basis functions 基于Hermite基函数的期权价格非参数估计
IF 1
Annals of Finance Pub Date : 2023-08-04 DOI: 10.1007/s10436-023-00431-4
Carlo Marinelli, Stefano d’Addona
{"title":"Nonparametric estimates of option prices via Hermite basis functions","authors":"Carlo Marinelli,&nbsp;Stefano d’Addona","doi":"10.1007/s10436-023-00431-4","DOIUrl":"10.1007/s10436-023-00431-4","url":null,"abstract":"<div><p>We consider approximate pricing formulas for European options based on approximating the logarithmic return’s density of the underlying by a linear combination of rescaled Hermite polynomials. The resulting models, that can be seen as perturbations of the classical Black-Scholes one, are nonpararametric in the sense that the distribution of logarithmic returns at fixed times to maturity is only assumed to have a square-integrable density. We extensively investigate the empirical performance, defined in terms of out-of-sample relative pricing error, of this class of approximating models, depending on their order (that is, roughly speaking, the degree of the polynomial expansion) as well as on several ways to calibrate them to observed data. Empirical results suggest that such approximate pricing formulas, when compared with simple nonparametric estimates based on interpolation and extrapolation on the implied volatility curve, perform reasonably well only for options with strike price not too far apart from the strike prices of the observed sample.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00431-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47130086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Robustness and sensitivity analyses of rough Volterra stochastic volatility models 粗糙Volterra随机波动模型的鲁棒性和敏感性分析
IF 1
Annals of Finance Pub Date : 2023-08-04 DOI: 10.1007/s10436-023-00433-2
Jan Matas, Jan Pospíšil
{"title":"Robustness and sensitivity analyses of rough Volterra stochastic volatility models","authors":"Jan Matas,&nbsp;Jan Pospíšil","doi":"10.1007/s10436-023-00433-2","DOIUrl":"10.1007/s10436-023-00433-2","url":null,"abstract":"<div><p>In this paper, we analyze the robustness and sensitivity of various continuous-time rough Volterra stochastic volatility models in relation to the process of market calibration. Model robustness is examined from two perspectives: the sensitivity of option price estimates and the sensitivity of parameter estimates to changes in the option data structure. The following sensitivity analysis consists of statistical tests to determine whether a given studied model is sensitive to changes in the option data structure based on the distribution of parameter estimates. Empirical study is performed on a data set consisting of Apple Inc. equity options traded on four different days in April and May 2015. In particular, the results for RFSV, rBergomi and <span>(alpha )</span>RFSV models are provided and compared to the results for Heston, Bates, and AFSVJD models.\u0000</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00433-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42354860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
The no-arbitrage pricing of non-traded assets 非交易资产的无套利定价
IF 1
Annals of Finance Pub Date : 2023-08-01 DOI: 10.1007/s10436-023-00434-1
Robert A. Jarrow
{"title":"The no-arbitrage pricing of non-traded assets","authors":"Robert A. Jarrow","doi":"10.1007/s10436-023-00434-1","DOIUrl":"10.1007/s10436-023-00434-1","url":null,"abstract":"<div><p>This paper shows how to uniquely price non-traded assets using no-arbitrage in an otherwise frictionless market setting. The approach requires the assumption that the hedging error, properly defined, is non-priced or idiosyncratic risk. This methodology can be applied to private loans, illiquid publicly traded debt, insurance contacts, private equity, real estate, and real options.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00434-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44061525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
What can monetary policy tell us about Bitcoin? 关于比特币，货币政策能告诉我们什么？
IF 1
Annals of Finance Pub Date : 2023-07-26 DOI: 10.1007/s10436-023-00432-3
Marcin Pietrzak
{"title":"What can monetary policy tell us about Bitcoin?","authors":"Marcin Pietrzak","doi":"10.1007/s10436-023-00432-3","DOIUrl":"10.1007/s10436-023-00432-3","url":null,"abstract":"<div><p>Bitcoin enthusiasts argue that it is free from central banks decisions and it is a hedge against inflation. Using high-frequency monetary surprises associated with decisions made by the Fed and the ECB, I show that these claims are not supported by the data. Bitcoin systemically reacts to monetary and central bank information shocks. I find that these reactions vary over time: not only by changing the magnitude but sometimes sign of reaction. Fed’s disinflationary shocks increase Bitcoin price, while the ECB’s decrease, hence providing little support for it as an inflation hedge.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00432-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48042475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The value of expected return persistence 持久性的预期回报值
IF 1
Annals of Finance Pub Date : 2023-07-01 DOI: 10.1007/s10436-023-00428-z
Wolfgang Schadner, Sebastian Lang
{"title":"The value of expected return persistence","authors":"Wolfgang Schadner,&nbsp;Sebastian Lang","doi":"10.1007/s10436-023-00428-z","DOIUrl":"10.1007/s10436-023-00428-z","url":null,"abstract":"<div><p>This work utilizes the fractional Black–Scholes model to estimate the option-implied Hurst exponents, interpreted as forward-looking expectations of return persistence. The focus of the paper is on how corresponding believes enter into factor based asset pricing models. Empirical analyses are carried out for the cross-section of S &amp;P 500 stocks. We make the important observations that (i) stock returns show significant patterns of time-varying persistence and (ii) corresponding believes are reflected within option prices. Incorporating the Hurst exponents allows us to split up CAPM betas into pure market correlation risk (around 70–80%) and into excess persistence believes (about 20–30% of the risk loading). A direct comparison to standard CAPM shows that incorporating persistence believes significantly improves the predictability of future realized returns, and partially releases the beta anomaly. The effects become even stronger the greater the prediction horizon. Hence, the concept of fractal motions enables a deeper understanding of risk structures without the need of additional risk factors.\u0000</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42064121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sentiment-based indicators of real estate market stress and systemic risk: international evidence 基于情绪的房地产市场压力和系统性风险指标:国际证据
IF 1
Annals of Finance Pub Date : 2023-06-16 DOI: 10.1007/s10436-023-00429-y
Mikhail Stolbov, Maria Shchepeleva
{"title":"Sentiment-based indicators of real estate market stress and systemic risk: international evidence","authors":"Mikhail Stolbov,&nbsp;Maria Shchepeleva","doi":"10.1007/s10436-023-00429-y","DOIUrl":"10.1007/s10436-023-00429-y","url":null,"abstract":"<div><p>We propose sentiment-based indicators of real estate market stress for the USA, the UK, Canada, Australia, India, and on the global scale. The global and country-level indicators are based on a novel methodology synthesizing textual analysis of real estate research and Google search data. Using mixed frequency vector autoregressions, we show that in the USA, the UK, Australia and India, the sentiment-based indicators are found to mediate the relationship between real estate prices and systemic financial risk. In particular, for the UK, there is a vicious circle involving the interaction among the three variables: the sentiment-based indicator of real estate market stress unidirectionally leads systemic risk, the latter impacts real estate prices, whereas the prices drive the stress sentiment. Canada appears the only sample country where real estate market stress sentiment is unrelated to real estate prices and systemic risk. On the global scale, there is a bi-directional linkage between the stress sentiment and real estate prices. Overall, our empirical findings suggest that policymakers and real estate market participants should account for sentiment regarding real estate market stress in their decision-making.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43625223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
No-arbitrage conditions and pricing from discrete-time to continuous-time strategies 从离散时间策略到连续时间策略的无套利条件与定价
IF 1
Annals of Finance Pub Date : 2023-04-24 DOI: 10.1007/s10436-023-00426-1
Dorsaf Cherif, Emmanuel Lépinette
{"title":"No-arbitrage conditions and pricing from discrete-time to continuous-time strategies","authors":"Dorsaf Cherif,&nbsp;Emmanuel Lépinette","doi":"10.1007/s10436-023-00426-1","DOIUrl":"10.1007/s10436-023-00426-1","url":null,"abstract":"<div><p>In this paper, a general framework is developed for continuous-time financial market models defined from simple strategies through conditional topologies that avoid stochastic calculus and do not necessitate semimartingale models. We then compare the usual no-arbitrage conditions of the literature, e.g. the usual no-arbitrage conditions NFL, NFLVR and NUPBR and the recent AIP condition. With appropriate pseudo-distance topologies, we show that they hold in continuous time if and only if they hold in discrete time. Moreover, the super-hedging prices in continuous time coincide with the discrete-time super-hedging prices, even without any no-arbitrage condition.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00426-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47256975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A compositional analysis of systemic risk in European financial institutions 欧洲金融机构系统性风险的组成分析
IF 1
Annals of Finance Pub Date : 2023-04-18 DOI: 10.1007/s10436-023-00427-0
Anna Maria Fiori, Francesco Porro
{"title":"A compositional analysis of systemic risk in European financial institutions","authors":"Anna Maria Fiori,&nbsp;Francesco Porro","doi":"10.1007/s10436-023-00427-0","DOIUrl":"10.1007/s10436-023-00427-0","url":null,"abstract":"<div><p>Systemic risk is a complex and multifaceted phenomenon that needs to be addressed from different perspectives. In this work we propose a Compositional Data (CoDa) approach to analyze the distribution of relative contributions to systemic risk associated with major European countries during the period 2008–2021. We represent systemic risk measures corresponding to those countries as percentage shares, or parts, of a compositional dataset and we perform a multivariate statistical analysis using specific CoDa procedures. The proposed approach sheds new light on some variability patterns and cross-country relationships that appear to be linked to the composition of systemic risk parts in the system.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00427-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44621700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Co-jumps and recursive preferences in portfolio choices 投资组合选择中的共同跳跃和递归偏好
IF 1
Annals of Finance Pub Date : 2023-02-16 DOI: 10.1007/s10436-023-00425-2
Immacolata Oliva, Ilaria Stefani
{"title":"Co-jumps and recursive preferences in portfolio choices","authors":"Immacolata Oliva,&nbsp;Ilaria Stefani","doi":"10.1007/s10436-023-00425-2","DOIUrl":"10.1007/s10436-023-00425-2","url":null,"abstract":"<div><p>This paper investigates a multivariate, dynamic, continuous-time optimal consumption and portfolio allocation problem when the investor faces recursive utilities. The economy we are considering is described through both diffusion and discontinuities in the dynamics. We derive an approximated closed-form solution to optimal rules by exploiting standard dynamic programming techniques. Our findings are manifold. First, we obtain dynamic optimal weights, inversely proportional to volatility. Second, we show that both co-jumps frequency and intensity play a crucial role, as they considerably limit potential losses in the investors’ wealth. Third, we prove that jumps in precision reinforce the effect of jumps in price, further reducing optimal allocation. Finally, we highlight how co-jumps may influence investors’ choices regarding intertemporal consumption.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10436-023-00425-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42192706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The valuation of corporations: a derivative pricing perspective 公司估值:衍生品定价视角
IF 1
Annals of Finance Pub Date : 2023-02-05 DOI: 10.1007/s10436-023-00424-3
Dilip B. Madan, King Wang
{"title":"The valuation of corporations: a derivative pricing perspective","authors":"Dilip B. Madan,&nbsp;King Wang","doi":"10.1007/s10436-023-00424-3","DOIUrl":"10.1007/s10436-023-00424-3","url":null,"abstract":"<div><p>Corporations are modeled as owning a perpetual derivative security that has a claim on future cash flows. The cash flows are defined by deterministic functions of state variables. In a time homogeneous and Markovian context the value of a corporation is then given by a deterministic function of the state variables termed the corporate valuation function. This valuation function solves an integro differential equation with a boundary condition of zero at infinity. Solutions are illustrated in dimensions one, two and ten. It is observed that for positive and bounded cash flow functions the valuation functions cannot be linear. The attitude of a corporation to risk then depends on the nonlinearity. In higher dimensions the corporation will be a risk taker in some directions and simultaneously a risk avoider in others. The valuation theory also leads to new asset pricing equations inferring asset variations from risk neutral covariations. The shift from mean returns and covariances is necessitated by the focus on instantaneous risk exposures represented by measures replacing probabilities.</p></div>","PeriodicalId":45289,"journal":{"name":"Annals of Finance","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48200465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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