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  • Search: subject_exact:"Bayesian inference"
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Year of publication
Subject
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Bayesian inference 12,120 Bayes-Statistik 11,563 Theorie 5,210 Theory 5,202 Estimation 2,269 Schätzung 2,266 Prognoseverfahren 1,895 Forecasting model 1,888 VAR-Modell 1,616 VAR model 1,614 Estimation theory 1,517 Schätztheorie 1,517 Markov-Kette 1,110 Markov chain 1,109 Time series analysis 1,084 Zeitreihenanalyse 1,084 Monte Carlo simulation 941 Monte-Carlo-Simulation 940 Dynamisches Gleichgewicht 819 Dynamic equilibrium 815 Schock 750 Shock 749 Monetary policy 727 Geldpolitik 718 USA 714 United States 710 Volatility 667 Volatilität 667 Stochastic process 651 Stochastischer Prozess 650 Bayesian estimation 626 Game theory 601 Spieltheorie 601 Regression analysis 592 Regressionsanalyse 592 DSGE model 583 DSGE-Modell 571 Business cycle 532 Konjunktur 531 Risk 518
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Online availability
All
Free 5,866 Undetermined 3,345 CC license 314 Digitizable 1
Type of publication
All
Book / Working Paper 6,179 Article 6,017 Other 8 Journal 2
Type of publication (narrower categories)
All
Article in journal 5,354 Aufsatz in Zeitschrift 5,354 Working Paper 3,568 Graue Literatur 3,502 Non-commercial literature 3,502 Arbeitspapier 3,449 Aufsatz im Buch 287 Book section 287 Hochschulschrift 167 Thesis 120 Collection of articles written by one author 45 Sammlung 45 Collection of articles of several authors 39 Sammelwerk 39 Conference paper 38 Konferenzbeitrag 38 Article 33 Aufsatzsammlung 16 Lehrbuch 15 Systematic review 14 Übersichtsarbeit 14 Amtsdruckschrift 13 Government document 13 Konferenzschrift 13 Forschungsbericht 12 Textbook 12 Case study 7 Fallstudie 7 Bibliografie 5 research-article 5 Bibliografie enthalten 4 Bibliography included 4 Festschrift 4 Reprint 4 Conference Paper 3 Handbook 3 Handbuch 3 Amtliche Publikation 2 Conference proceedings 2 Rezension 2
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Language
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English 11,746 Undetermined 364 German 40 French 21 Spanish 13 Portuguese 8 Polish 7 Czech 2 Italian 2 Russian 2 Danish 1 Dutch 1 Romanian 1 Turkish 1
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Author
All
Dijk, Herman K. van 183 Koop, Gary 171 Schorfheide, Frank 130 Ravazzolo, Francesco 126 Casarin, Roberto 117 Tsionas, Efthymios G. 95 Marcellino, Massimiliano 91 Korobilis, Dimitris 81 Hoogerheide, Lennart 80 Chan, Joshua 78 Strachan, Rodney W. 67 Huber, Florian 65 Villani, Mattias 64 Bauwens, Luc 61 Carriero, Andrea 61 Clark, Todd E. 57 Billio, Monica 55 Grassi, Stefano 53 Havránek, Tomáš 50 Kohn, Robert 50 Del Negro, Marco 47 Österholm, Pär 47 Gupta, Rangan 46 Allenby, Greg M. 44 Canova, Fabio 44 Crespo Cuaresma, Jesús 43 Paap, Richard 42 Kitagawa, Toru 41 Robert, Christian P. 41 Geweke, John 40 Steel, Mark F. J. 40 Martin, Gael M. 39 Kilian, Lutz 38 Basturk, Nalan 37 Giacomini, Raffaella 36 Lang, Stefan 36 Pettenuzzo, Davide 36 Poon, Aubrey 36 Tobias, Justin L. 36 Amisano, Gianni 35
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Institution
All
National Bureau of Economic Research 70 Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 18 European Central Bank 14 Sveriges Riksbank 13 University of British Columbia / Finance Division 12 Departamento de Estadistica, Universidad Carlos III de Madrid 10 Econometrisch Instituut <Rotterdam> 10 University of Strathclyde / Department of Economics 8 Université Paris-Dauphine (Paris IX) 7 Erasmus University Rotterdam, Econometric Institute 6 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 6 Institut de Recherche Économique et Sociale (IRES), École des Sciences Économiques de Louvain 6 Dipartimento di Economia, Università Ca' Foscari Venezia 5 EconWPA 5 Tinbergen Instituut 5 University of Warwick / Department of Economics 5 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 5 C.E.P.R. Discussion Papers 4 Centre Interuniversitaire sur le Risque, les Politiques Économiques et l'Emploi (CIRPÉE) 4 European University Institute / Department of Law 4 Faculteit Economie en Bedrijfskunde, Universiteit Gent 4 Federal Reserve Bank of St. Louis 4 HAL 4 Johns Hopkins University / Department of Economics 4 Rimini Centre for Economic Analysis (RCEA) 4 School of Economics and Management, University of Aarhus 4 University of Cambridge / Department of Applied Economics 4 University of Chicago / Graduate School of Business 4 University of New England / Department of Econometrics 4 Department of Economics, Oxford University 3 Econometric Society 3 Federal Reserve Bank of New York 3 Graduate School of Economics, Hitotsubashi University 3 Institut d'Économie Appliquée, HEC Montréal (École des Hautes Études Commerciales) 3 Iowa State University / Department of Economics 3 Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse 3 Türkiye Cumhuriyet Merkez Bankası 3 University of Canterbury / Dept. of Economics and Finance 3 University of Sheffield / Department of Economics 3 Université Paris-Dauphine 3
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Published in...
All
Journal of econometrics 192 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 145 Discussion paper / Tinbergen Institute 143 Working paper 130 International journal of forecasting 122 Discussion papers / CEPR 101 Economic modelling 97 Journal of the American Statistical Association : JASA 94 European journal of operational research : EJOR 91 Journal of applied econometrics 91 Working papers 87 Economics letters 86 Working paper series / European Central Bank 79 CESifo working papers 76 Econometric reviews 75 Journal of economic dynamics & control 75 CAMA working paper series 72 Journal of economic theory 66 Journal of forecasting 66 Discussion paper 64 Working paper / Department of Econometrics and Business Statistics, Monash University 64 NBER working paper series 63 Games and economic behavior 60 Management science : journal of the Institute for Operations Research and the Management Sciences 60 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 58 Studies in nonlinear dynamics and econometrics : SNDE ; quarterly publ. electronically on the internet 58 Marketing science 57 Applied economics 55 IMF working papers 54 Working paper series 54 Computational economics 53 Discussion paper / Centre for Economic Policy Research 52 International journal of production research 51 Econometrics : open access journal 50 ECB Working Paper 48 NBER Working Paper 48 Journal of macroeconomics 47 European economic review : EER 44 Insurance 44 Working paper / National Bureau of Economic Research, Inc. 44
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Source
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ECONIS (ZBW) 11,597 RePEc 429 EconStor 155 BASE 16 Other ZBW resources 7 USB Cologne (EcoSocSci) 2
Showing 1 - 50 of 12,206
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Estimating discrete choice demand models with sparse market-product shocks
Lu, Zhentong; Shimizu, Kenichi - 2025
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Modeling high-frequency financial data using R and Stan : a bayesian autoregressive conditional duration approach
Tabash, Mosab I.; Navas, T. Muhammed; Thayyib, P. V.; … - In: Journal of open innovation : technology, market, and … 10 (2024) 2, pp. 1-16
In econometrics, Autoregressive Conditional Duration (ACD) models use high-frequency economic or financial duration data, which mostly exhibit irregular time intervals. The ACD model is widely used to examine the duration of transaction volume and duration of price variations in stock markets....
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Improving the robustness of Markov-Switching dynamic factor models with time-varying volatility
Aumond, Romain; Royer, Julien - 2024
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Inform and Persuade
Bißbort, Joshua; Heyen, Daniel; Shayegh, Soheil - 2026
Advice plays a central role in health, personal finance, and energy-efficiency decisions. We study how a benevolent expert should design verifiable advice - such as whether to commission a diagnostic test of different accuracy - when the agent is behaviorally biased, either neglecting...
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The co-pricing factor zoo
Dickerson, Alexander; Julliard, Christian; Mueller, Philippe - 2026
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A new method for measuring underlying ínflation in Türkiye
Çapan, Merve; Gülveren, Ahmet; Özsevinç, Tuba - 2026
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Bayesian inference in IV regressions
Giannone, Domenico; Lenza, Michele; Primiceri, Giorgio E. - 2026
It is well known that standard frequentist inference breaks down in IV regressions with weak instruments. Bayesian inference with diffuse priors suffers from the same problem. We show that the issue arises because flat priors on the first-stage coefficients overstate instrument strength. In...
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Public persuasion with endogenous fact-checking
Lukyanov, Georgy; Safaryan, Samuel - 2026
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Tourism demand forecasting in normal and crisis times : combining bootstrap-aggregating and bayesian approaches
Liu, Xinyang; Liu, Anyu; Chen, Jason Li; Li, Gang; … - In: Journal of hospitality & tourism research : JHTR ; the … 50 (2026) 3, pp. 323-340
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Measuring natural interest rate in Morocco
Lazzarou, Chaimae - 2026
This paper estimates Morocco's natural interest rate (NIR) using two approaches: a standard HLW-type framework and an augmented specification that incorporates external factors, namely imported inflation, and movements in the real effective exchange rate. The results point to a downward trend in...
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Bayesian causal inference for credit default risk
Pitso, Sello Dalton; Michael, Taryn - In: Risks : open access journal 14 (2026) 2, pp. 1-18
Banks often assume that higher credit limits increase customer default risk because greater exposure appears to imply greater vulnerability. This reasoning, however, conflates correlation with causation. Whether increasing a customer's credit limit truly raises the likelihood of default remains...
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A new model of trend inflation using disaggregates, survey expectations, and uncertainty
Tallman, Ellis W.; Zaman, Saeed - 2026
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Learning from many experiments : a hierarchical bayesian framework for decomposing marketing treatment heterogeneity
Ebbes, Peter; Ascarza, Eva; Netzer, Oded - 2026
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Incorporating micro data into macro models using pseudo VARs
Koop, Gary; McIntyre, Stuart; Mitchell, James; Wu, Ping - 2026
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Stochastic optimization and coupling
Yang, Frank; Yang, Kai Hao - 2026
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Are there asymmetries in euro area monetary policy?
Pfarrhofer, Michael; Stelzer, Anna - 2026
We assess asymmetries, nonlinearities and state dependencies in dynamic responses of the euro area to monetary policy shocks. The dataset includes macroeconomic, financial, and survey-based variables measuring credit conditions and bank lending transmission channels. These data are observed at...
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Direct Gaussian process predictive regressions with mixed frequency data : Niko Hauzenberger, Massimiliano Marcellino, Michael Pfarrhofer, Anna Stelzer
Hauzenberger, Niko; Marcellino, Massimiliano; … - 2026
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Output gap assessment through Danmarks Nationalbank's production function framework
Bess, Mikkel; Bock, Theodor Justus; Weissert, … - 2026
The output gap is a key guide for economic policymaking and analysis. It is often used to quantify inflationary pressures and thus plays a central role in Danmarks Nationalbank's assessment of the state of the Danish economy. This paper refines Danmarks Nationalbank's existing production...
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Model averaging and grid maps for modeling heavy-tailed insurance data
Mothibe, Lira B.; Shongwe, Sandile C. - In: Risks : open access journal 14 (2026) 1, pp. 1-30
This work presents a practical approach to improve risk quantification for heavy-tailed insurance claims through model averaging and grid map visualization, addressing the drawbacks of traditional single "best" model selection commonly used in actuarial and model-fitting literature. This is a...
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A Bayesian parametric model to estimate and reconstruct male age-specific fertility rates
Schlüter, Benjamin-Samuel; Schoumaker, Bruno; … - 2026
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A robust approach to tilting : parametric relative entropy
Montes-Galdón, Carlos; Paredes, Joan; Wolf, Elias - 2026
We introduce a novel methodology, "parametric tilting," for incorporating external information into econometric model-based density forecasts. Unlike traditional entropic tilting, which can generate unrealistic or unstable distributions under certain conditions, parametric tilting ensures more...
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A robust approach to tilting : parametric relative entropy
Montes-Galdón, Carlos; Paredes, Joan; Wolf, Elias - 2026
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Information design and mechanism design : an integrated framework
Bergemann, Dirk; Heumann, Tibor; Morris, Stephen - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015616617
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Education-conditioned foreign direct investment and sustainable development : a complementarity perspective
Nguyen Thanh Nha; Nguyen Tran Xuan Linh - In: International Journal of Energy Economics and Policy : IJEEP 16 (2026) 2, pp. 1308-1326
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Transfer learning in Bayesian optimization for aircraft design
Tfaily, Ali; Diouane, Youssef; Bartoli, Nathalie; … - 2026
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Bayesian time-series analysis on retreating economic freedom : is there a democratic crisis of liberalism?
Herzog, Bodo - In: Economies : open access journal 14 (2026) 1, pp. 1-16
This study examines the dynamics of economic freedom in nine advanced democracies in comparison to China over the 1970-2022 period. Using data from the Fraser Institute and the Manifesto Project Database, we apply a Bayesian time-series methodology to identify three key patterns. First, economic...
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EstimateW : an R package for Bayesian estimation of weight matrices in spatial econometric panels
Krisztin, Tamás; Piribauer, Philipp - 2026
This document introduces the R library estimateW to estimate spatial weight matrices for Bayesian spatial econometric panel models. The approach focuses on spatial weights that are binary prior to row-standardization. However, unlike recent literature our approach requires no strong a priori...
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How Ricardian are we?
Adams, Jonathan; Matthes, Christian - 2026
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Information-theoretic model of induced technical change : theory and empirics
Yang, Jangho - In: Metroeconomica : international review of economics 74 (2023) 1, pp. 2-39
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Bayesian mode inference for discrete distributions in economics and finance
Cross, Jamie; Hoogerheide, Lennart; Labonne, Paul; … - 2023
Detecting heterogeneity within a population is crucial in many economic and financial applications. Econometrically, this requires a credible determination of multimodality in a given data distribution. We propose a straightforward yet effective technique for mode inference in discrete data...
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Parametric models of income distributions integrating misreporting and non-response mechanisms
Silva, Mathias - 2023 - This version: May 4, 2023
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Subjective risk valuation and behavioral change : evidence from COVID-19 in the U.K. and Japan
Sato, Masayuki; Kinoshita, Shin; Ida, Takanori - 2023
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Bayesian mode inference for discrete distributions in economics and finance
Cross, Jamie; Hoogerheide, Lennart; Labonne, Paul; … - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014431644
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Fiscal policy regimes in resource-rich economies
Bjørnland, Hilde Christiane; Casarin, Roberto; … - 2023
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Intelligent policy framework: Natural resource conservation, knowledge and big data analytics
Xiao, Nina; Qu, Xianhe - In: Journal of Innovation & Knowledge (JIK) 10 (2025) 2, pp. 1-10
In today's context of escalating environmental pressure, traditional methods of natural resource conservation face numerous challenges. The use of big data analytics to support the formulation of environmental policies has become a crucial approach for enhancing the efficiency and scientific...
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Leadership Dynamics in Teams: The Reciprocity of Shared and Empowering Leadership
Klasmeier, Kai N.; Güntner, Amelie V.; Schleu, Joyce Elena - In: Journal of Business and Psychology 40 (2025) 5, pp. 1171-1187
Until now, leadership has mostly been considered a unidirectional process centered on leaders influencing their followers. However, more recent theoretical developments indicate that leadership is a dynamic team process, valuing the contributions of leaders and followers alike. In this...
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A Bayesian hierarchical model of Ellsberg-type preferences
Joffily, Mateus; Van de Laar, Thijs - 2025
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Information design in smooth games
Smolin, Alex; Yamashita, Takuro - 2025
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Financial institutions of emerging economies : contribution to risk assessment
Popova, Yelena; Cernisevs, Olegs; Popovs, Sergejs; … - In: Risks : open access journal 13 (2025) 9, pp. 1-18
Conventional risk assessment frameworks usually define risk as a function of vulnerabilities and threats, but they frequently lack a single quantitative model that incorporates the unique features of each element. In order to close this gap, this paper creates a flexible, open, and theoretically...
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Bayesian estimation of the normal location model : a non-standard approach
De Luca, Giuseppe; Magnus, Jan R.; Peracchi, Franco - In: Oxford bulletin of economics and statistics 87 (2025) 5, pp. 913-923
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Nonparametric mixed frequency monitoring macro-at-risk
Marcellino, Massimiliano; Pfarrhofer, Michael - In: Economics letters 255 (2025), pp. 1-5
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Optimizing data-driven weights in multidimensional indexes
Ceriani, Lidia; Gigliarano, Chiara; Verme, Paolo - In: Economics letters 255 (2025), pp. 1-9
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Deconstructing the environmental innovation-governance-firm value nexus : evidence from European industrial and technology companies
Horobet, Alexandra; Kostakis, Ioannis; Banerjee, Arindam; … - In: Journal of innovation & knowledge : JIK 10 (2025) 5, pp. 1-16
This study examines the relationship between environmental innovation and firm valuation between 2019 and 2023, within a broader framework that includes governance and macroeconomic variables. This study employs Bayesian model averaging and random forest methodologies to analyse how...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015472185
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Predictive density combination using Bayesian machine learning
Chernis, Tony; Hauzenberger, Niko; Huber, Florian; … - In: International economic review 66 (2025) 3, pp. 1287-1315
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An international analysis of the trend five-year government bond rate
Beechey, Meredith; Österholm, Pär; Poon, Aubrey - In: Scottish journal of political economy : the journal of … 72 (2025) 3, pp. 1-9
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015473219
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Pure Bayesian nash equilibria for bayesian games with multidimensional vector types and linear payoffs
Huot, Sébastien; Edalat, Abbas - In: Games 16 (2025) 4, pp. 1-31
In this work, we study n-agent Bayesian games with m-dimensional vector types and linear payoffs, also called linear multidimensional Bayesian games. This class of games is equivalent with n-agent, m-game uniform multigames. We distinguish between games that have a discrete type space and those...
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Volatility analysis of returns of financial assets using a bayesian time-varying realized garch-itô model
Pathairat Pastpipatkul; Htwe Ko - In: Econometrics : open access journal 13 (2025) 3, pp. 1-21
In a stage of more and more complex and high-frequency financial markets, the volatility analysis is a cornerstone of modern financial econometrics with practical applications in portfolio optimization, derivative pricing, and systematic risk assessment. This paper introduces a novel Bayesian...
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Modelling and forecasting financial volatility with realized GARCH model : a comparative study of Skew-T distributions using GRG and MCMC methods
Nugroho, Didit B.; Setiawan, Adi; Morimoto, Takayuki - In: Econometrics : open access journal 13 (2025) 3, pp. 1-27
Financial time-series data often exhibit statistically significant skewness and heavy tails, and numerous flexible distributions have been proposed to model them. In the context of the Log-linear Realized GARCH model with Skew-t (ST) distributions, our objective is to explore how the choice of...
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A note on the determinants of non-fungible tokens returns
Panagiōtidēs, Theodōros; Papapanagiotou, Georgios - In: International journal of finance & economics : IJFE 30 (2025) 3, pp. 3201-3211
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Agreed and disagreed uncertainty
Gambetti, Luca; Korobilis, Dimitris; Tsoukalas, John D.; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015484388
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