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  • Search: subject_exact:"Bayesian inference"
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Year of publication
Subject
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Bayesian inference 12,125 Bayes-Statistik 11,568 Theorie 5,215 Theory 5,207 Estimation 2,271 Schätzung 2,268 Prognoseverfahren 1,895 Forecasting model 1,888 VAR-Modell 1,618 VAR model 1,616 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 752 Shock 751 Monetary policy 727 Geldpolitik 718 USA 715 United States 711 Volatility 668 Volatilität 668 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 533 Konjunktur 532 Risk 518
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Online availability
All
Free 5,869 Undetermined 3,346 CC license 316 Digitizable 1
Type of publication
All
Book / Working Paper 6,181 Article 6,020 Other 8 Journal 2
Type of publication (narrower categories)
All
Article in journal 5,357 Aufsatz in Zeitschrift 5,357 Working Paper 3,569 Graue Literatur 3,503 Non-commercial literature 3,503 Arbeitspapier 3,450 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 17 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 11,751 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...
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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 Discussion paper series 56 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 Energy economics 44 European economic review : EER 44
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Source
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ECONIS (ZBW) 11,602 RePEc 429 EconStor 155 BASE 16 Other ZBW resources 7 USB Cologne (EcoSocSci) 2
Showing 1 - 50 of 12,211
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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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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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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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Transfer learning in Bayesian optimization for aircraft design
Tfaily, Ali; Diouane, Youssef; Bartoli, Nathalie; … - 2026
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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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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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Information design and mechanism design : an integrated framework
Bergemann, Dirk; Heumann, Tibor; Morris, Stephen - 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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Learning from many experiments : a hierarchical bayesian framework for decomposing marketing treatment heterogeneity
Ebbes, Peter; Ascarza, Eva; Netzer, Oded - 2026
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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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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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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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A new method for measuring underlying ínflation in Türkiye
Çapan, Merve; Gülveren, Ahmet; Özsevinç, Tuba - 2026
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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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A robust approach to tilting : parametric relative entropy
Montes-Galdón, Carlos; Paredes, Joan; Wolf, Elias - 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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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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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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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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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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The role of firm heterogeneity for the transmission of aggregate shocks
Lenza, Michele; Pagano Giorgianni, Giuseppe; Rossi, Lorenza - 2026
We study whether firm-level heterogeneity helps explain U.S. macroeconomic fluctuations in response to aggregate shocks. Using quarterly Compustat and CRSP data from 1986 to 2025, we construct two revenue-based statistics inspired by the Melitz (2003) model: the average firm and the marginal...
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How Ricardian are we?
Adams, Jonathan; Matthes, Christian - 2026
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Mixed size-biased log-normal distribution with truncated normal prior and its application in insurance ratemaking
Bae, Taehan; Kim, Jieun; Ahn, Jae Youn - In: Risks : open access journal 14 (2026) 3, pp. 1-27
In the insurance literature, accurately predicting extreme losses has been a persistent and important problem. Recently, under the modelling framework of weighted distributions, several finite-mixture size-biased distributions, including size-biased Weibull and size-biased truncated log-normal...
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Crisis-regime dynamic volatility spillovers in U.S. commodity markets : a Bayesian mixture-identified SVAR approach
Deng, Xinyan; Aruga, Kentaka; Tang, Chaofeng - In: Risks : open access journal 14 (2026) 4, pp. 1-32
Conventional VAR-based volatility spillover measures rely on homoskedasticity and single-Gaussian assumptions, limiting their ability to capture structural breaks and heterogeneous shocks during crises. This study develops a flexible framework to analyze volatility transmission in U.S. commodity...
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Bayesian mode inference for discrete distributions in economics and finance
Cross, Jamie; Hoogerheide, Lennart; Labonne, Paul; … - 2023
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Fiscal policy regimes in resource-rich economies
Bjørnland, Hilde Christiane; Casarin, Roberto; … - 2023
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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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Model averaging for time-varying vector autoregressions
Sun, Yuying; Chen, Feng; Gao, Jiti - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015375020
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Fiscal and monetary policy interactions : impacts and economic implications
Bozagiu, Andreea-Mădălina; Mihai, Dănuț-Georgian; … - In: Financial studies 29 (2025) 1, pp. 52-65
This paper analyses the impact of various macroeconomic shocks - including aggregate demand, supply, monetary policy, real exchange rate, and budget deficit deviation shocks - on Romania's economy using a VAR model with Bayesian inference. The study captures the period following the adoption of...
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Unlocking university efficiency : a Bayesian stochastic frontier analysis
García-Tórtola, Zaira; Conesa, David; Crespo, Joan; … - In: International transactions in operational research : a … 32 (2025) 5, pp. 2620-2644
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Robust parameter design for constrained randomization lifetime improvement experiments
Lv, Shanshan; Zhao, Yichen; Li, Sen; Wang, Guodong; … - In: Journal of management science and engineering 10 (2025) 1, pp. 126-141
Several process parameters affect product reliability. Traditional reliability improvement methods primarily focus on maximizing product lifetime, often overlooking the variation in product lifetime. Manufacturers, however, aim to produce products with minimal variations in their performance....
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015361722
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Monetary and fiscal policies in Brazil and the behavioral approach
Freitas, Raphael José Pereira - In: Economia : revista da ANPEC 26 (2025) 1, pp. 108-126
Purpose This study aims to elucidate the dynamics of monetary and fiscal policy interactions in Brazil, focusing on the impacts of positive shocks in government consumption and interest rates. By comparing rational and behavioral agent responses, it clarifies how these frameworks influence gross...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015372631
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Moment matching for Bayesian inference in the baseline New-Keynesian model
Jang, Tae-Seok; Sacht, Stephen - 2025
Contrary to claims in studies on financial economics, a sparse database often obscures the identification of parameters in macroeconomic models. These identification problems originate from the poorly defined mapping between a structural model and reduced-form parameters. Hence, researchers rely...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015372746
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Development of the near-term forecast of inflation for Uzbekistan : application of FAVAR and BVAR models
Boymirzaev, Temurbek - 2025
This study investigates the application of Factor-Augmented Vector Autoregression (FAVAR) and Bayesian Vector Autoregression (BVAR) models for inflation forecasting. FAVAR models deal with high-dimensional data by extracting latent factors from extensive macroeconomic indicators, while BVAR...
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Portfolio optimization beyond utility maximization : the case of driftless markets
Večeř, Jan; Richard, Mark; Taylor, Stephen - In: The European journal of finance 31 (2025) 3, pp. 318-347
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015325194
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Bayesian nonparametric inference in bank business models with transient and persistent cost inefficiency
Korobilis, Dimitris; Mamatzakis, Emmanuel C.; Pappas, … - 2025
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Output gap measurement after Covid for Colombia: lessons from a permanent-transitory approach
Granados, Camilo; Parra-Amado, Daniel - 2025
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Auctions with signaling bidders : optimal design and information disclosure
Bos, Olivier; Pollrich, Martin - 2025
We study optimal auctions in a symmetric private values setting, where bidders have signaling concerns: they care about winning the object and a receivers inference about their type. Signaling concerns arise in various economic situations such as takeover bidding, charity auctions, procurement...
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Tail sensitivity of US bank net interest margins : a Bayesian penalized quantile regression approach
Fritsch, Nicholas - 2025
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World GDP, anthropogenic emissions, and global temperatures, sea level, and ice cover
Benati, Luca - 2025
I use Bayesian VARs with stochastic volatility to forecast global temperatures and sea level and ice cover in the Northerin emisphere until 2010, by exploiting (i) their long-run equilibrium relationship with climate change drivers (CCDs) and (ii) the relationship between world GDP and...
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