15
H index
22
i10 index
1758
Citations
| 15 H index 22 i10 index 1758 Citations RESEARCH PRODUCTION: 29 Articles 32 Papers RESEARCH ACTIVITY:
MORE DETAILS IN: ABOUT THIS REPORT:
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Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Mattias Villani. | Is cited by: | Cites to: |
Journals with more than one article published | # docs |
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Journal of Econometrics | 3 |
International Journal of Forecasting | 2 |
Econometric Reviews | 2 |
Journal of Time Series Analysis | 2 |
Working Papers Series with more than one paper published | # docs |
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Working Paper Series / Sveriges Riksbank (Central Bank of Sweden) | 22 |
Papers / arXiv.org | 2 |
Working Papers / University of Sydney Business School, Discipline of Business Analytics | 2 |
Year ![]() | Title of citing document ![]() |
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2024 | Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data. (2021). Hansen, Stephen ; Battaglia, Laura ; Sacher, Szymon. In: Papers. RePEc:arx:papers:2107.08112. Full description at Econpapers || Download paper |
2024 | Quantifying neural network uncertainty under volatility clustering. (2024). Azizi, Lamiae. In: Papers. RePEc:arx:papers:2402.14476. Full description at Econpapers || Download paper |
2024 | Inference for Regression with Variables Generated from Unstructured Data. (2024). Sacher, Szymon ; Hansen, Stephen ; Christensen, Timothy ; Battaglia, Laura. In: Papers. RePEc:arx:papers:2402.15585. Full description at Econpapers || Download paper |
2025 | Bayesian inference for dynamic spatial quantile models with interactive effects. (2025). Song, Yong ; Ando, Tomohiro ; Li, Kunpeng ; Bai, Jushan. In: Papers. RePEc:arx:papers:2503.00772. Full description at Econpapers || Download paper |
2024 | Liquidity ratios and corporate failures. (2024). Li, Ken. In: Accounting and Finance. RePEc:bla:acctfi:v:64:y:2024:i:1:p:1111-1134. Full description at Econpapers || Download paper |
2024 | . Full description at Econpapers || Download paper |
2024 | On the Balassa-Samuelson Effect in Japan. (2024). Kishi, Naoya ; Hogen, Yoshihiko. In: Bank of Japan Working Paper Series. RePEc:boj:bojwps:wp24e22. Full description at Econpapers || Download paper |
2024 | Merging Structural and Reduced-Form Models for Forecasting. (2024). Massimo, Piersanti Fabio ; Luca, Onorante ; Richard, Morris ; Jaime, Martinez-Martin. In: The B.E. Journal of Macroeconomics. RePEc:bpj:bejmac:v:24:y:2024:i:1:p:399-437:n:2. Full description at Econpapers || Download paper |
2024 | The asymmetry puzzle: the supply chain disruptions news shocks effects on oil prices and inflation. (2024). Ruiz, Jesus ; Puch, Luis Antonio. In: UC3M Working papers. Economics. RePEc:cte:werepe:43758. Full description at Econpapers || Download paper |
2024 | International portfolio rebalancing and fiscal policy spillovers. (2024). Alpanda, Sami ; Kabaca, Serdar ; Aysun, Uluc. In: Journal of Economic Dynamics and Control. RePEc:eee:dyncon:v:168:y:2024:i:c:s0165188924001179. Full description at Econpapers || Download paper |
2024 | The paradox of fossil fuel subsidies. (2024). Ginn, William. In: Economic Analysis and Policy. RePEc:eee:ecanpo:v:83:y:2024:i:c:p:333-358. Full description at Econpapers || Download paper |
2024 | Wells or Welfare? Macroeconomic implications of the Canadian oil subsidy. (2024). zoundi, zakaria. In: Economic Modelling. RePEc:eee:ecmode:v:139:y:2024:i:c:s0264999324001500. Full description at Econpapers || Download paper |
2024 | Large Bayesian SVARs with linear restrictions. (2024). Hou, Chenghan. In: Journal of Econometrics. RePEc:eee:econom:v:244:y:2024:i:1:s0304407624001957. Full description at Econpapers || Download paper |
2024 | Modeling Turning Points in the Global Equity Market. (2024). Casarin, Roberto ; Billio, Monica ; Ahelegbey, Daniel Felix. In: Econometrics and Statistics. RePEc:eee:ecosta:v:30:y:2024:i:c:p:60-75. Full description at Econpapers || Download paper |
2024 | The fiscal arithmetic of a slowdown in trend growth. (2024). Kulish, Mariano ; Yamout, Nadine. In: European Economic Review. RePEc:eee:eecrev:v:168:y:2024:i:c:s0014292124001351. Full description at Econpapers || Download paper |
2024 | Identifying the external and internal drivers of exchange rate volatility in small open economies. (2024). Aysun, Uluc. In: Emerging Markets Review. RePEc:eee:ememar:v:58:y:2024:i:c:s1566014123000900. Full description at Econpapers || Download paper |
2024 | The international dimension of trend inflation. (2024). Ascari, Guido ; Fosso, Luca. In: Journal of International Economics. RePEc:eee:inecon:v:148:y:2024:i:c:s0022199624000205. Full description at Econpapers || Download paper |
2024 | Bayesian forecasting in economics and finance: A modern review. (2024). Koop, Gary ; Huber, Florian ; Loaiza-Maya, Ruben ; Maneesoonthorn, Worapree ; Frazier, David T ; Martin, Gael M ; Panagiotelis, Anastasios ; Nibbering, Didier ; Maheu, John. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:2:p:811-839. Full description at Econpapers || Download paper |
2024 | Informality, rule-of-thumb consumers, and the effectiveness of monetary policy in emerging economies. (2024). Chikonda, Mtendere Chilolo ; Chortareas, Georgios. In: The Quarterly Review of Economics and Finance. RePEc:eee:quaeco:v:97:y:2024:i:c:s1062976924000905. Full description at Econpapers || Download paper |
2024 | Effectiveness of ATM withdrawal forecasting methods under different market conditions. (2024). Gurgul, Henryk ; Suder, Marcin ; Lach, Ukasz ; Machno, Artur ; Barbosa, Belem. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:200:y:2024:i:c:s0040162523007746. Full description at Econpapers || Download paper |
2024 | Online Monitoring of Policy Optimality. (2024). Einarsson, Bjarni G. In: Economics. RePEc:ice:wpaper:wp95. Full description at Econpapers || Download paper |
2024 | Improving Cointegration-Based Pairs Trading Strategy with Asymptotic Analyses and Convergence Rate Filters. (2024). Sun, You-Jia ; Chang, Hao-Han ; Wang, Kuan-Lun ; Dai, Tian-Shyr ; Ti, Yen-Wu. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:5:d:10.1007_s10614-023-10539-4. Full description at Econpapers || Download paper |
2024 | Forecasting House Prices through Credit Conditions: A Bayesian Approach. (2024). Drift, Rosa ; Boelhouwer, Peter ; Haan, Jan. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:6:d:10.1007_s10614-023-10542-9. Full description at Econpapers || Download paper |
2025 | Germany’s macroeconomic drivers during the pandemic and inflation surge. (2025). Hohberger, Stefan. In: International Economics and Economic Policy. RePEc:kap:iecepo:v:22:y:2025:i:1:d:10.1007_s10368-024-00651-7. Full description at Econpapers || Download paper |
2024 | Quantifying the Role Automatic Stabilisers Play in New Zealand Using a Macro-Simulation Approach. (2024). Binning, Andrew. In: Treasury Working Paper Series. RePEc:nzt:nztwps:24/02. Full description at Econpapers || Download paper |
2025 | Bayesian inference for dynamic spatial quantile models with interactive effects. (2025). Song, Yong ; Li, Kunpeng ; Bai, Jushan ; Ando, Tomohiro. In: MPRA Paper. RePEc:pra:mprapa:123815. Full description at Econpapers || Download paper |
2025 | The Fiscal Theory of Income Distribution in Action: South African Low-income vs. High-Income Earners Response to Fiscal Policy Shocks. (2025). Zungu, Lindokuhle T. In: Working Papers. RePEc:rza:wpaper:898. Full description at Econpapers || Download paper |
2024 | General Equilibrium Model for Monetary Policy Responses to Macroeconomic Instabilities in Developing Economy: A Ghanaian Perspective. (2024). Schaling, Eric ; Alagidede, Imhotep Paul ; Akosah, Nana Kwame. In: South Asian Journal of Macroeconomics and Public Finance. RePEc:sae:smppub:v:13:y:2024:i:2:p:213-272. Full description at Econpapers || Download paper |
2024 | Variational Bayesian Lasso for spline regression. (2024). Alves, Larissa C ; Migon, Helio S ; Dias, Ronaldo. In: Computational Statistics. RePEc:spr:compst:v:39:y:2024:i:4:d:10.1007_s00180-024-01470-9. Full description at Econpapers || Download paper |
2024 | Holding the economy by the tail: analysis of short- and long-run macroeconomic risks. (2024). Libich, Jan ; Franta, Michal. In: Empirical Economics. RePEc:spr:empeco:v:66:y:2024:i:4:d:10.1007_s00181-023-02514-7. Full description at Econpapers || Download paper |
2024 | Optimizing Large-Scale Educational Assessment with a “Divide-and-Conquer” Strategy: Fast and Efficient Distributed Bayesian Inference in IRT Models. (2024). Lu, Jing ; Xu, Sainan ; Wang, Chun ; Zhang, Jiwei. In: Psychometrika. RePEc:spr:psycho:v:89:y:2024:i:4:d:10.1007_s11336-024-09978-1. Full description at Econpapers || Download paper |
2024 | . Full description at Econpapers || Download paper |
2024 | . Full description at Econpapers || Download paper |
Year ![]() | Title ![]() | Type ![]() | Cited ![]() |
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2017 | Bayesian optimisation for fast approximate inference in state-space models with intractable likelihoods In: Papers. [Full Text][Citation analysis] | paper | 0 |
2022 | Bayesian Optimization of Hyperparameters from Noisy Marginal Likelihood Estimates In: Papers. [Full Text][Citation analysis] | paper | 0 |
2023 | Bayesian optimization of hyperparameters from noisy marginal likelihood estimates.(2023) In: Journal of Applied Econometrics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
2011 | Bayesian Inference in Structural Second-Price Common Value Auctions In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] | article | 0 |
2010 | Bayesian Inference in Structural Second-Price common Value Auctions.(2010) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2011 | Bayesian Inference in Structural Second-Price Common Value Auctions.(2011) In: Journal of Business & Economic Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
2005 | Are Constant Interest Rate Forecasts Modest Policy Interventions? Evidence from a Dynamic Open‐Economy Model In: International Finance. [Full Text][Citation analysis] | article | 20 |
2001 | Fractional Bayesian Lag Length Inference in Multivariate Autoregressive Processes In: Journal of Time Series Analysis. [Full Text][Citation analysis] | article | 3 |
2006 | A Bayesian Approach to Modelling Graphical Vector Autoregressions In: Journal of Time Series Analysis. [Full Text][Citation analysis] | article | 13 |
2004 | A Bayesian Approach to Modelling Graphical Vector Autoregressions.(2004) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 13 | paper | |
2013 | Efficient Bayesian Multivariate Surface Regression In: Scandinavian Journal of Statistics. [Full Text][Citation analysis] | article | 4 |
2004 | Bayesian assessment of dimensionality in reduced rank regression In: Statistica Neerlandica. [Full Text][Citation analysis] | article | 4 |
2007 | Evaluating An Estimated New Keynesian Small Open Economy Model In: CEPR Discussion Papers. [Full Text][Citation analysis] | paper | 285 |
2008 | Evaluating an estimated new Keynesian small open economy model.(2008) In: Journal of Economic Dynamics and Control. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 285 | article | |
2007 | Evaluating An Estimated New Keynesian Small Open Economy Model.(2007) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 285 | paper | |
2005 | BAYESIAN REFERENCE ANALYSIS OF COINTEGRATION In: Econometric Theory. [Full Text][Citation analysis] | article | 30 |
2014 | Taking the Twists into Account: Predicting Firm Bankruptcy Risk with Splines of Financial Ratios In: Journal of Financial and Quantitative Analysis. [Full Text][Citation analysis] | article | 13 |
2011 | Taking the Twists into Account: Predicting Firm Bankruptcy Risk with Splines of Financial Ratios.(2011) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 13 | paper | |
2008 | EMPIRICAL PROPERTIES OF CLOSED- AND OPEN-ECONOMY DSGE MODELS OF THE EURO AREA In: Macroeconomic Dynamics. [Full Text][Citation analysis] | article | 30 |
2003 | Monetary policy analysis in a small open economy using Bayesian cointegrated structural VARs In: Working Paper Series. [Full Text][Citation analysis] | paper | 29 |
2003 | Monetary Policy Analysis in a Small Open Economy using Bayesian Cointegrated Structural VARs.(2003) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 29 | paper | |
2001 | A distance measure between cointegration spaces In: Economics Letters. [Full Text][Citation analysis] | article | 5 |
2006 | Bayesian point estimation of the cointegration space In: Journal of Econometrics. [Full Text][Citation analysis] | article | 13 |
2009 | Regression density estimation using smooth adaptive Gaussian mixtures In: Journal of Econometrics. [Full Text][Citation analysis] | article | 29 |
2012 | Generalized smooth finite mixtures In: Journal of Econometrics. [Full Text][Citation analysis] | article | 9 |
2024 | Spectral Subsampling MCMC for Stationary Multivariate Time Series with Applications to Vector ARTFIMA Processes In: Econometrics and Statistics. [Full Text][Citation analysis] | article | 0 |
2007 | Bayesian estimation of an open economy DSGE model with incomplete pass-through In: Journal of International Economics. [Full Text][Citation analysis] | article | 662 |
2005 | Bayesian Estimation of an Open Economy DSGE Model with Incomplete Pass-Through.(2005) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 662 | paper | |
2001 | Bayesian prediction with cointegrated vector autoregressions In: International Journal of Forecasting. [Full Text][Citation analysis] | article | 28 |
1999 | Bayesian Prediction with a Cointegrated Vector Autoregression.(1999) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 28 | paper | |
2010 | Forecasting macroeconomic time series with locally adaptive signal extraction In: International Journal of Forecasting. [Full Text][Citation analysis] | article | 24 |
2009 | Forecasting Macroeconomic Time Series With Locally Adaptive Signal Extraction.(2009) In: Working Paper Series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 24 | paper | |
2005 | Bayesian approaches to cointegratrion In: Econometric Institute Research Papers. [Full Text][Citation analysis] | paper | 10 |
2004 | Bayesian Approaches to Cointegration.(2004) In: Discussion Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 10 | paper | |
2005 | An estimated New Keynesian small open economy model In: Proceedings. [Full Text][Citation analysis] | article | 24 |
2000 | Panel Regression with Unobserved Classes In: SSE/EFI Working Paper Series in Economics and Finance. [Full Text][Citation analysis] | paper | 0 |
2003 | Bayes Estimators of the Cointegration Space In: Working Paper Series. [Full Text][Citation analysis] | paper | 0 |
2004 | The Multivariate Split Normal Distribution and Asymmetric Principal Components Analysis In: Working Paper Series. [Full Text][Citation analysis] | paper | 2 |
2005 | Are Constant Interest Rate Forecasts Modest Interventions? Evidence from an Estimated Open Economy DSGE Model of the Euro Area In: Working Paper Series. [Full Text][Citation analysis] | paper | 10 |
2005 | Inference in Vector Autoregressive Models with an Informative Prior on the Steady State In: Working Paper Series. [Full Text][Citation analysis] | paper | 12 |
2006 | Modern Forecasting Models in Action: Improving Macroeconomic Analyses at Central Banks In: Working Paper Series. [Full Text][Citation analysis] | paper | 125 |
2007 | Modern Forecasting Models in Action: Improving Macroeconomic Analyses at Central Banks.(2007) In: International Journal of Central Banking. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 125 | article | |
2005 | Bayesian Inference of General Linear Restrictions on the Cointegration Space In: Working Paper Series. [Full Text][Citation analysis] | paper | 0 |
2006 | Forecasting Performance of an Open Economy Dynamic Stochastic General Equilibrium Model In: Working Paper Series. [Full Text][Citation analysis] | paper | 16 |
2005 | Forecasting Performance of an Open Economy Dynamic Stochastic General Equilibrium Model.(2005) In: Money Macro and Finance (MMF) Research Group Conference 2005. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 16 | paper | |
2007 | Nonparametric Regression Density Estimation Using Smoothly Varying Normal Mixtures In: Working Paper Series. [Full Text][Citation analysis] | paper | 2 |
2009 | Flexible Modeling of Conditional Distributions Using Smooth Mixtures of Asymmetric Student T Densities In: Working Paper Series. [Full Text][Citation analysis] | paper | 0 |
2010 | Modeling Conditional Densities Using Finite Smooth Mixtures In: Working Paper Series. [Full Text][Citation analysis] | paper | 3 |
2013 | Dynamic mixture-of-experts models for longitudinal and discrete-time survival data In: Working Paper Series. [Full Text][Citation analysis] | paper | 1 |
2015 | SPEEDING UP MCMC BY EFFICIENT DATA SUBSAMPLING In: Working Paper Series. [Full Text][Citation analysis] | paper | 14 |
2016 | Speeding up MCMC by Efficient Data Subsampling.(2016) In: Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 14 | paper | |
2019 | Speeding Up MCMC by Efficient Data Subsampling.(2019) In: Journal of the American Statistical Association. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 14 | article | |
2015 | SCALABLE MCMC FOR LARGE DATA PROBLEMS USING DATA SUBSAMPLING AND THE DIFFERENCE ESTIMATOR In: Working Paper Series. [Full Text][Citation analysis] | paper | 0 |
2019 | Hamiltonian Monte Carlo with Energy Conserving Subsampling In: Working Paper Series. [Full Text][Citation analysis] | paper | 2 |
2009 | Steady-state priors for vector autoregressions In: Journal of Applied Econometrics. [Full Text][Citation analysis] | article | 163 |
2020 | DOLDA: a regularized supervised topic model for high-dimensional multi-class regression In: Computational Statistics. [Full Text][Citation analysis] | article | 0 |
2018 | Subsampling MCMC - an Introduction for the Survey Statistician In: Sankhya A: The Indian Journal of Statistics. [Full Text][Citation analysis] | article | 0 |
2016 | Block-Wise Pseudo-Marginal Metropolis-Hastings In: Working Papers. [Full Text][Citation analysis] | paper | 3 |
2007 | Bayesian Analysis of DSGE Models—Some Comments In: Econometric Reviews. [Full Text][Citation analysis] | article | 0 |
2007 | Forecasting Performance of an Open Economy DSGE Model In: Econometric Reviews. [Full Text][Citation analysis] | article | 124 |
2005 | The Role of Sticky Prices in an Open Economy DSGE Model: A Bayesian Investigation In: Journal of the European Economic Association. [Full Text][Citation analysis] | article | 46 |
CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated February, 4 2025. Contact: CitEc Team