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  • Search: subject_exact:"Bayesian statistics"
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Year of publication
Subject
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Bayes-Statistik 11,503 Bayesian inference 11,500 Theorie 5,175 Theory 5,175 Estimation 2,248 Schätzung 2,244 Prognoseverfahren 1,879 Forecasting model 1,876 VAR model 1,593 VAR-Modell 1,593 Estimation theory 1,516 Schätztheorie 1,516 Markov-Kette 1,107 Markov chain 1,106 Zeitreihenanalyse 1,080 Time series analysis 1,079 Monte Carlo simulation 938 Monte-Carlo-Simulation 938 Dynamisches Gleichgewicht 810 Dynamic equilibrium 808 Schock 744 Shock 744 Geldpolitik 710 Monetary policy 709 USA 698 United States 696 Volatilität 664 Volatility 662 Stochastic process 649 Stochastischer Prozess 649 Bayesian estimation 624 Game theory 602 Spieltheorie 602 Regression analysis 589 Regressionsanalyse 589 DSGE model 572 DSGE-Modell 567 Konjunktur 527 Business cycle 526 Risk 518
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Online availability
All
Free 5,527 Undetermined 3,153 CC license 314 Digitizable 1
Type of publication
All
Article 5,831 Book / Working Paper 5,822 Journal 2 Other 1
Type of publication (narrower categories)
All
Article in journal 5,351 Aufsatz in Zeitschrift 5,351 Graue Literatur 3,439 Non-commercial literature 3,439 Working Paper 3,400 Arbeitspapier 3,394 Aufsatz im Buch 286 Book section 286 Hochschulschrift 167 Thesis 121 Collection of articles written by one author 45 Sammlung 45 Collection of articles of several authors 39 Sammelwerk 39 Conference paper 37 Konferenzbeitrag 37 Aufsatzsammlung 16 Lehrbuch 15 Amtsdruckschrift 13 Government document 13 Konferenzschrift 13 Forschungsbericht 12 Textbook 12 Systematic review 11 research-article 11 Übersichtsarbeit 11 Case study 7 Fallstudie 7 Article 6 Bibliografie 4 Bibliografie enthalten 4 Bibliography included 4 Festschrift 4 Reprint 4 Handbook 3 Handbuch 3 Amtliche Publikation 2 Conference proceedings 2 Rezension 2 Dissertation u.a. Prüfungsschriften 1
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Language
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English 11,478 Undetermined 90 German 40 French 19 Spanish 13 Polish 6 Portuguese 3 Czech 2 Italian 2 Russian 2 Danish 1 Dutch 1 Romanian 1 Turkish 1
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Author
All
Dijk, Herman K. van 179 Koop, Gary 165 Schorfheide, Frank 121 Ravazzolo, Francesco 119 Casarin, Roberto 101 Tsionas, Efthymios G. 94 Marcellino, Massimiliano 84 Chan, Joshua 78 Korobilis, Dimitris 76 Strachan, Rodney W. 67 Huber, Florian 64 Hoogerheide, Lennart 61 Carriero, Andrea 56 Clark, Todd E. 55 Billio, Monica 52 Havránek, Tomáš 50 Bauwens, Luc 46 Österholm, Pär 46 Allenby, Greg M. 45 Del Negro, Marco 44 Gupta, Rangan 44 Crespo Cuaresma, Jesús 43 Grassi, Stefano 42 Paap, Richard 42 Steel, Mark F. J. 40 Geweke, John 38 Kitagawa, Toru 38 Kohn, Robert 38 Martin, Gael M. 38 Robert, Christian P. 38 Canova, Fabio 36 Poon, Aubrey 36 Tobias, Justin L. 36 Doppelhofer, Gernot 35 Kaufmann, Sylvia 34 Pettenuzzo, Davide 34 Rubio-Ramírez, Juan Francisco 34 Giacomini, Raffaella 33 Lang, Stefan 33 Leon-Gonzalez, Roberto 33
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Institution
All
National Bureau of Economic Research 70 University of British Columbia / Finance Division 12 Econometrisch Instituut <Rotterdam> 10 Tilburg University, Center for Economic Research 10 Université Paris-Dauphine (Paris IX) 10 University of Strathclyde / Department of Economics 8 University of Warwick / Department of Economics 5 European Central Bank 4 European University Institute / Department of Law 4 Federal Reserve Bank of St. Louis 4 Johns Hopkins University / Department of Economics 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 Federal Reserve Bank of New York 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 de Montréal / Département de sciences économiques 3 World Bank 3 Brown University / Department of Economics 2 Christian-Albrechts-Universität zu Kiel 2 Ekonomiska forskningsinstitutet <Stockholm> 2 Erasmus Research Institute of Management 2 Erasmus University Rotterdam, Econometric Institute 2 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 2 Grupo de Estudos Monetários e Financeiros (GEMF), Faculdade de Economia 2 Institute for Research in the Behavioral, Economic, and Management Sciences 2 Institutet för Internationell Ekonomi <Stockholm> 2 International Monetary Fund 2 Krannert Graduate School of Management 2 Leibniz-Institut für Wirtschaftsforschung Halle 2 Rijksuniversiteit Gent / Faculteit Economie en Bedrijfskunde 2 Robert Schuman Centre for Advanced Studies 2 Social Systems Research Institute 2 Task Force on Low Inflation (LIFT) 2 University of Chicago / Graduate School of Business / Department of Economics 2 Universität Konstanz 2
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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 141 Working paper 130 International journal of forecasting 122 Discussion papers / CEPR 100 Economic modelling 97 Journal of the American Statistical Association : JASA 94 Journal of applied econometrics 91 European journal of operational research : EJOR 90 Economics letters 86 Working papers 86 Working paper series / European Central Bank 80 CESifo working papers 75 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 Management science : journal of the Institute for Operations Research and the Management Sciences 61 Games and economic behavior 60 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 58 Marketing science 57 Studies in nonlinear dynamics and econometrics : SNDE ; quarterly publ. electronically on the internet 56 Applied economics 54 Computational economics 54 IMF working papers 54 Working paper series 54 Discussion paper / Centre for Economic Policy Research 52 International journal of production research 51 Econometrics : open access journal 50 NBER Working Paper 48 Journal of macroeconomics 47 European economic review : EER 44 Insurance 44 Working paper / National Bureau of Economic Research, Inc. 44 Operations research 43
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Source
All
ECONIS (ZBW) 11,529 RePEc 94 EconStor 12 Other ZBW resources 12 BASE 6 USB Cologne (EcoSocSci) 2 ArchiDok 1
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Showing 1 - 50 of 11,656
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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
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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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Distributional dynamics
Bayer, Christian; Calderon, Luis; Kuhn, Moritz - 2025
We develop a new method for deriving high-frequency synthetic distributions of consumption, income, and wealth. Modern theories of macroeconomic dynamics identify the joint distribution of consumption, income, and wealth as a key determinant of aggregate dynamics. Our novel method allows us to...
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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...
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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
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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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Bayesian nonparametric inference in bank business models with transient and persistent cost inefficiency
Korobilis, Dimitris; Mamatzakis, Emmanuel C.; Pappas, … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015484398
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Exploring monetary policy shocks with large-scale Bayesian VARs
Korobilis, Dimitris - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015484418
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Combining the pieces : identifying key determinants of export diversification in Africa amidst model uncertainty
Vogel, Tim - In: Review of world economics 161 (2025) 1, pp. 257-307
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Using stochastic frontier analysis to assess the performance of public service providers in the presence of demand uncertainty
Hong Ngoc Nguyen; O'Donnell, Christopher John - In: Journal of productivity analysis : an official journal … 64 (2025) 1, pp. 61-79
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Bayesian stochastic frontier models under the skew-normal half-normal settings
Wei, Zheng; Choy, S. T. Boris; Wang, Tonghui; Zhu, Xiaonan - In: Journal of productivity analysis : an official journal … 64 (2025) 1, pp. 81-91
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Value added to marketing research diagnoses by add-ons to p-values
Bultez, Alain; Herrmann, Jean-Luc - In: Journal of marketing analytics : JMA 13 (2025) 2, pp. 445-466
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A robust support vector machine approach for Raman data classification
Piazza, Marco; Spinelli, Andrea; Maggioni, Francesca; … - 2025
Recent advances in healthcare technologies have led to the availability of large amounts of biological samples across several techniques and applications. In particular, in the last few years, Raman spectroscopy analysis of biological samples has been successfully applied for early-stage...
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Bayesian estimation of two-parameter power Rayleigh distribution and its application
Irfan, Mohd; Sharma, Anup Kumar - In: Statistics in transition : an international journal of … 26 (2025) 3, pp. 59-79
This paper explores classical and Bayesian approaches to the estimation of unknown parameters and reliability functions for the power Rayleigh distribution. The maximum likelihood estimator (MLE) method is considered in classical estimation. The Bayesian estimation, on the other hand uses...
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What really drives financial inclusion? : evidence from a meta-analysis of 3,817 estimates
Eshun, Samuel Fiifi; Kočenda, Evžen - 2025
We present a comprehensive meta-analysis of the determinants of financial inclusion, synthesizing 3,817 estimates from 102 studies published between 2013 and 2024. To reconcile divergent findings, we convert all results to a common unbiased metric-the partial correlation coefficient corrected...
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Mostly harmless econometrics? : statistical paradigms in the "Top Five" from 2000 to 2018
Engler, John-Oliver; Beeck, Julius J.; Wehrden, Henrik von - In: Journal of economic methodology 32 (2025) 1, pp. 14-32
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Coarsened Bayesian VARs : correcting BVARs for incorrect specification
Huber, Florian; Marcellino, Massimiliano; Scheckel, Tobias - 2025
Model misspecification in multivariate econometric models can strongly influence estimates of quantities of interest such as structural parameters, forecast distributions or responses to structural shocks, even more so if higher-order forecasts or responses are considered, due to parameter...
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