Annals of Operations Research最新文献

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A guided tour of multiple criteria sorting models and methods 多标准排序模型和方法导览
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-12 DOI: 10.1007/s10479-024-06278-w
Khaled Belahcène, Vincent Mousseau, Wassila Ouerdane, Marc Pirlot, Olivier Sobrie
{"title":"A guided tour of multiple criteria sorting models and methods","authors":"Khaled Belahcène,&nbsp;Vincent Mousseau,&nbsp;Wassila Ouerdane,&nbsp;Marc Pirlot,&nbsp;Olivier Sobrie","doi":"10.1007/s10479-024-06278-w","DOIUrl":"10.1007/s10479-024-06278-w","url":null,"abstract":"<div><p>Multiple criteria sorting methods assign objects into ordered categories while objects are characterized by a vector of <i>n</i> attributes values. Categories are ordered, and the assignment of the object is monotonic w.r.t. to some underlying order on the attributes scales (criteria). Our goal is to offer a survey of the literature on multiple criteria sorting methods, since the origins, in the 1980’s, focusing on the underlying models. In the first part of the paper, we start by recalling two main models, one based on additive value functions (UTADIS) and the other one an outranking relation (<span>Electre Tri</span>). Then we draw a (structured) picture of multiple criteria sorting models and the methods designed for eliciting their parameters or learning them based on assignment examples. In a second part of the paper, we attempt to provide a theoretical view of the field and position some existing models within it. We then discuss issues related to imperfect or insufficient information.\u0000</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"343 2021-2023)","pages":"785 - 845"},"PeriodicalIF":4.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142826235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seasonal affective disorder and currency markets 季节性情感失调与货币市场
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-12 DOI: 10.1007/s10479-024-06364-z
John Arabadjis, Michael Melvin, Robert Savage, John Velis
{"title":"Seasonal affective disorder and currency markets","authors":"John Arabadjis,&nbsp;Michael Melvin,&nbsp;Robert Savage,&nbsp;John Velis","doi":"10.1007/s10479-024-06364-z","DOIUrl":"10.1007/s10479-024-06364-z","url":null,"abstract":"<div><p>Harry Markowitz is known as the grandfather of behavioral finance based on his 1952 work on utility theory. We study a behavioral issue applied to the currency market: seasonal affective disorder (SAD). As the days grow shorter (longer) in fall (spring), investors become more (less) risk averse due to changes in depression related to SAD. Our empirical results are consistent with changes in risk-taking in global equities and the associated change in currency hedging portfolios. In the spring/summer season of long daylight hours, we find evidence of greater short positions for the euro. This is consistent with investors taking more risk in global equities and adding to their currency shorts to hedge the FX exposure. Such changes in euro holdings are reversed in the season of shorter daylight hours, consistent with risky investments being reduced due to greater risk aversion so currency hedges are reduced. For currency returns, we find that the greater shorting in spring–summer is associated with currency depreciation over the season of long days. In the season of short days, currency buying associated with cutting hedging positions leads to currency appreciation. We find that the SAD influence on seasonal currency returns is much like the evidence for equity returns. Finally, we construct and backtest a SAD-inspired currency portfolio. We find that trading the spring/summer risk-on SAD effect from longer days and recovery from SAD-related depression had a decent positive risk-adjusted performance and displayed fairly consistent performance over time.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"346 1","pages":"549 - 565"},"PeriodicalIF":4.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10479-024-06364-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical methods for decision making in public sector: from the quality assessment to the citizen satisfaction 公共部门决策的统计方法:从质量评估到公民满意度
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-08 DOI: 10.1007/s10479-024-06374-x
Luigi D’Ambra, Rosella Castellano, Pierpaolo D’Urso, Sandra De Iaco
{"title":"Statistical methods for decision making in public sector: from the quality assessment to the citizen satisfaction","authors":"Luigi D’Ambra,&nbsp;Rosella Castellano,&nbsp;Pierpaolo D’Urso,&nbsp;Sandra De Iaco","doi":"10.1007/s10479-024-06374-x","DOIUrl":"10.1007/s10479-024-06374-x","url":null,"abstract":"","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"342 3","pages":"1369 - 1377"},"PeriodicalIF":4.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142714439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Portfolio insurance, portfolio theory, market simulation, and risks of portfolio leverage 修正:投资组合保险、投资组合理论、市场模拟、投资组合杠杆风险
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-07 DOI: 10.1007/s10479-024-06367-w
Bruce I. Jacobs, Kenneth N. Levy
{"title":"Correction: Portfolio insurance, portfolio theory, market simulation, and risks of portfolio leverage","authors":"Bruce I. Jacobs,&nbsp;Kenneth N. Levy","doi":"10.1007/s10479-024-06367-w","DOIUrl":"10.1007/s10479-024-06367-w","url":null,"abstract":"","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"344 1","pages":"563 - 563"},"PeriodicalIF":4.4,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142912767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dollarization in Ecuador: 2000–2024 厄瓜多尔的美元化:2000-2024
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-06 DOI: 10.1007/s10479-024-06365-y
Michael B. Connolly
{"title":"Dollarization in Ecuador: 2000–2024","authors":"Michael B. Connolly","doi":"10.1007/s10479-024-06365-y","DOIUrl":"10.1007/s10479-024-06365-y","url":null,"abstract":"<div><p>This paper adopts a Markowitz inspired treatment of uncertainty in inflation and the exchange rate in analyzing the dollarization of Ecuador in 2000. The adoption of the U.S. dollar set a fixed price of foreign (and domestic) currency of one, with zero nominal return and zero variance. Dollarization thus stabilized inflation, guaranteed convertibility in foreign trade and resuscitated the stock exchange in Quito. The dollar served the role of the risk-free asset, save for the risk of U.S. inflation. However, in over 20 years, Ecuador has paid seigniorage to the U.S. Treasury of an accumulated $20 billion in outside money, dollar currency and coin. In 2023, we estimate an operational expense in terms of new seigniorage and the inflationary tax of slightly more than 1% of its GDP. Yet Ecuador has stabilized prices and grown more rapidly, coincidently, by 1.2%.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"346 1","pages":"693 - 701"},"PeriodicalIF":4.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10479-024-06365-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Portfolio selection revisited 重新审视投资组合的选择
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-04 DOI: 10.1007/s10479-024-06340-7
Alex Shkolnik, Alec Kercheval, Hubeyb Gurdogan, Lisa R. Goldberg, Haim Bar
{"title":"Portfolio selection revisited","authors":"Alex Shkolnik,&nbsp;Alec Kercheval,&nbsp;Hubeyb Gurdogan,&nbsp;Lisa R. Goldberg,&nbsp;Haim Bar","doi":"10.1007/s10479-024-06340-7","DOIUrl":"10.1007/s10479-024-06340-7","url":null,"abstract":"<div><p>In 1952, Harry Markowitz formulated portfolio selection as a trade-off between expected, or mean, return and variance. This launched a massive research effort devoted to finding suitable inputs to mean-variance optimization. The estimation problem is high dimensional and a factor model is at the core of many attempts. A factor model can reduce the number of parameters that need to be estimated to a manageable size, but these parameters may incorporate substantial, hidden estimation error. Recent analysis elucidates the nature of this error, identifies a mechanism by which it can corrupt optimization and provides a method for its mitigation. We explore this analysis here by illustrating how to improve the volatility ratio of large optimized portfolios, leading to superior portfolio selection.<span>(^{*})</span></p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"346 1","pages":"137 - 155"},"PeriodicalIF":4.4,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10479-024-06340-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital operations research models for intelligent machines (industry 4.0) and man-machine (industry 5.0) systems 智能机器(工业 4.0)和人机(工业 5.0)系统的数字运筹学模型
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-11-01 DOI: 10.1007/s10479-024-06366-x
Madjid Tavana, Tobias Schoenherr, Yang Cheng, Ajay Kumar, Eric W. T. Ngai
{"title":"Digital operations research models for intelligent machines (industry 4.0) and man-machine (industry 5.0) systems","authors":"Madjid Tavana,&nbsp;Tobias Schoenherr,&nbsp;Yang Cheng,&nbsp;Ajay Kumar,&nbsp;Eric W. T. Ngai","doi":"10.1007/s10479-024-06366-x","DOIUrl":"10.1007/s10479-024-06366-x","url":null,"abstract":"","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"342 2","pages":"1041 - 1047"},"PeriodicalIF":4.4,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Women, immigrants, and microcredit in Europe: a Bayesian approach 欧洲的妇女、移民和小额信贷:贝叶斯方法
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-10-30 DOI: 10.1007/s10479-024-06312-x
Anastasia Cozarenco, Ariane Szafarz, Mike Tsionas
{"title":"Women, immigrants, and microcredit in Europe: a Bayesian approach","authors":"Anastasia Cozarenco,&nbsp;Ariane Szafarz,&nbsp;Mike Tsionas","doi":"10.1007/s10479-024-06312-x","DOIUrl":"10.1007/s10479-024-06312-x","url":null,"abstract":"<div><p>We use structural modeling to address the allocation process of a microcredit provider granting loans to a heterogeneous pool of applicants. Our theoretical model accounts for technology, risk preferences, and information asymmetry. We test the model with a hand-collected database that includes detailed information on the applicants of a microcredit institution funding European micro-enterprises. Non-parametric Bayesian methodology is used to unpack between-group differences in approval probabilities associated with gender and country of origin and identify (demand-side differences), while differences in unexplained approval probabilities would suggest supply-side biases. The empirical analysis shows that applicants coming from outside of the European Union tend to be more productive than EU-born citizens. They also enjoy a higher approval probability, except for applicants from Latin America, which appear to be riskier borrowers. This result suggests that the microcredit provider treats immigrants fairly. By contrast, the higher productivity and the lower risk of female entrepreneurial projects is only partially compensated by easier access to credit.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"344 1","pages":"103 - 134"},"PeriodicalIF":4.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142912747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Complexity Bounds for Deterministic Partially Observed Markov Decision Processes 确定性部分可观察马尔可夫决策过程的复杂度界
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-10-30 DOI: 10.1007/s10479-024-06282-0
Cyrille Vessaire, Pierre Carpentier, Jean-Philippe Chancelier, Michel De Lara, Alejandro Rodríguez-Martínez
{"title":"Complexity Bounds for Deterministic Partially Observed Markov Decision Processes","authors":"Cyrille Vessaire,&nbsp;Pierre Carpentier,&nbsp;Jean-Philippe Chancelier,&nbsp;Michel De Lara,&nbsp;Alejandro Rodríguez-Martínez","doi":"10.1007/s10479-024-06282-0","DOIUrl":"10.1007/s10479-024-06282-0","url":null,"abstract":"<div><p>Partially Observed Markov Decision Processes (<span>Pomdp</span>) share the structure of Markov Decision Processs (<span>Mdp</span>) — with stages, states, actions, probability transitions, rewards — but for the notion of solutions. In a <span>Pomdp</span>, observation mappings provide partial and/or imperfect knowledge of the state, and a policy maps observations (and not states like in a <span>Mdp</span>) towards actions. Theroretically, a <span>Pomdp</span> can be solved by Dynamic Programming (DP), but with an information state made of probability distributions over the original state, hence DP suffers from the curse of dimensionality, even in the finite case. This is why, authors like (Littman, M. L. 1996). Algorithms for Sequential Decision Making. PhD thesis, Brown University) and (Bonet, B. 2009). Deterministic POMDPs revisited. In <i>Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI ’09</i> (pp. 59-66). Arlington, Virginia, USA. AUAI Press) have studied the subclass of so-called Deterministic Partially Observed Markov Decision Processes (<span>Det-Pomdp</span>), where transitions and observations mappings are deterministic. In this paper, we improve on Littman’s complexity bounds. We then introduce and study a more restricted class, Separated <span>Det-Pomdp</span>s, and give some new complexity bounds for this class.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"344 1","pages":"345 - 382"},"PeriodicalIF":4.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142912746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal asset allocation and nonlinear return predictability from the dividend-price ratio 最优资产配置与股利价格比的非线性收益可预测性
IF 4.4 3区 管理学
Annals of Operations Research Pub Date : 2024-10-30 DOI: 10.1007/s10479-024-06332-7
Fabrizio Ghezzi, Anindo Sarkar, Thomas Quistgaard Pedersen, Allan Timmermann
{"title":"Optimal asset allocation and nonlinear return predictability from the dividend-price ratio","authors":"Fabrizio Ghezzi,&nbsp;Anindo Sarkar,&nbsp;Thomas Quistgaard Pedersen,&nbsp;Allan Timmermann","doi":"10.1007/s10479-024-06332-7","DOIUrl":"10.1007/s10479-024-06332-7","url":null,"abstract":"<div><p>We study non-linear predictability of stock returns arising from the dividend-price ratio and its implications for asset allocation decisions. Using data from five countries — U.S., U.K., France, Germany and Japan — we find empirical evidence supporting non-linear and time-varying models for the equity risk premium. Building on this, we examine several model specifications that can account for non-linear return predictability, including Markov switching models, regression trees, random forests and neural networks. Although in-sample return regressions and portfolio allocation results support the use of non-linear predictability models, the out-of-sample evidence is notably weaker, highlighting the difficulty in exploiting non-linear predictability in real time.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"346 1","pages":"415 - 445"},"PeriodicalIF":4.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10479-024-06332-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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