Soohan Kim, Seok-Bae Yun, Hyeong-Ohk Bae, Muhyun Lee, Youngjoon Hong
{"title":"Physics-informed convolutional transformer for predicting volatility surface","authors":"Soohan Kim, Seok-Bae Yun, Hyeong-Ohk Bae, Muhyun Lee, Youngjoon Hong","doi":"10.1080/14697688.2023.2294799","DOIUrl":"https://doi.org/10.1080/14697688.2023.2294799","url":null,"abstract":"Predicting volatility is important for asset predicting, option pricing and hedging strategies because it cannot be directly observed in the financial market. The dynamics of the volatility surface...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"69 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139411830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Estimating correlations among elliptically distributed random variables under any form of heteroskedasticity","authors":"Matteo Pelagatti, Giacomo Sbrana","doi":"10.1080/14697688.2023.2278502","DOIUrl":"https://doi.org/10.1080/14697688.2023.2278502","url":null,"abstract":"The paper introduces a semiparametric estimator of the correlations among elliptically distributed random variables invariant to any form of heteroscedasticity, robust to outliers, and asymptotical...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"11 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139374094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Álvaro Arroyo, Álvaro Cartea, Fernando Moreno-Pino, Stefan Zohren
{"title":"Deep attentive survival analysis in limit order books: estimating fill probabilities with convolutional-transformers","authors":"Álvaro Arroyo, Álvaro Cartea, Fernando Moreno-Pino, Stefan Zohren","doi":"10.1080/14697688.2023.2286351","DOIUrl":"https://doi.org/10.1080/14697688.2023.2286351","url":null,"abstract":"One of the key decisions in execution strategies is the choice between a passive (liquidity providing) or an aggressive (liquidity taking) order to execute a trade in a limit order book (LOB). Esse...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"22 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139373991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Adaptive online mean-variance portfolio selection with transaction costs","authors":"Sini Guo, Jia-Wen Gu, Wai-Ki Ching, Benmeng Lyu","doi":"10.1080/14697688.2023.2287134","DOIUrl":"https://doi.org/10.1080/14697688.2023.2287134","url":null,"abstract":"Online portfolio selection is attracting increasing attention in both artificial intelligence and finance communities due to its efficiency and practicability in deriving optimal investment strateg...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"33 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138821087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On parametric optimal execution and machine learning surrogates","authors":"Tao Chen, Mike Ludkovski, Moritz Voß","doi":"10.1080/14697688.2023.2282657","DOIUrl":"https://doi.org/10.1080/14697688.2023.2282657","url":null,"abstract":"We investigate optimal order execution problems in discrete time with instantaneous price impact and stochastic resilience. First, in the setting of linear transient price impact we derive a closed...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"87 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139028442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Regime-switching affine term structures","authors":"Andreas Celary, Zehra Eksi-Altay, Paul Krühner","doi":"10.1080/14697688.2023.2288871","DOIUrl":"https://doi.org/10.1080/14697688.2023.2288871","url":null,"abstract":"We consider an HJM model setting for Markov-chain modulated forward rates. The underlying Markov chain is assumed to induce regime switches on the forward curve dynamics. Our primary focus is on th...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"1 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139028674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Functional quantization of rough volatility and applications to volatility derivatives","authors":"O. Bonesini, G. Callegaro, A. Jacquier","doi":"10.1080/14697688.2023.2273414","DOIUrl":"https://doi.org/10.1080/14697688.2023.2273414","url":null,"abstract":"We develop a product functional quantization of rough volatility. Since the optimal quantizers can be computed offline, this new technique, built on the insightful works by [Luschgy, H. and Pagès, ...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"23 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138531654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Teguh Ahmad Asparill, Rossy Lambelanova, Andi Pitono
{"title":"The Politics of Financial Control: The Role of the House of Commons","authors":"Teguh Ahmad Asparill, Rossy Lambelanova, Andi Pitono","doi":"10.1080/14697688.2023.2283200","DOIUrl":"https://doi.org/10.1080/14697688.2023.2283200","url":null,"abstract":"Published in Quantitative Finance (Ahead of Print, 2023)","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"163 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138531658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Centred expected shortfall (CES): a traditional asset manager’s view on decomposing downside investment risk","authors":"Erik Kroon, Mehdi-Vincent Hacini, Koye Somefun","doi":"10.1080/14697688.2023.2269992","DOIUrl":"https://doi.org/10.1080/14697688.2023.2269992","url":null,"abstract":"Risk driver contributions are key to understanding portfolio risk. Often, this is done by decomposing portfolio volatility. This is problematic in the presence of non-elliptical distributions. Some...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"4 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138531657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bubbles and dependence between international equity markets","authors":"Wuyi Ye, Lingbo Gao, Xiaoquan Liu","doi":"10.1080/14697688.2023.2278508","DOIUrl":"https://doi.org/10.1080/14697688.2023.2278508","url":null,"abstract":"In this study, we develop a copula-based Markov regime-switching model using information contained in asset price bubbles to explore the dynamic dependence between international equity markets. Thi...","PeriodicalId":20747,"journal":{"name":"Quantitative Finance","volume":"22 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138531647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}