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Details about Michael Pfarrhofer

Homepage:https://mpfarrho.github.io
Postal address:Welthandelsplatz 1, 1020 Vienna, Austria
Workplace:Department Volkswirtschaft (Department of Economics), WU Wirtschaftsuniversität Wien (WU Vienna University of Economics and Business), (more information at EDIRC)

Access statistics for papers by Michael Pfarrhofer.

Last updated 2025-03-14. Update your information in the RePEc Author Service.

Short-id: ppf31


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Working Papers

2025

  1. Scenario Analysis with Multivariate Bayesian Machine Learning Models
    Papers, arXiv.org Downloads

2024

  1. Asymmetries in Financial Spillovers
    Papers, arXiv.org Downloads
  2. Bayesian nonparametric methods for macroeconomic forecasting
    BAFFI CAREFIN Working Papers, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy Downloads
    Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2024) Downloads

    See also Chapter Bayesian nonparametric methods for macroeconomic forecasting, Chapters, Edward Elgar Publishing (2024) Downloads (2024)
  3. General Seemingly Unrelated Local Projections
    Papers, arXiv.org Downloads
  4. High-frequency and heteroskedasticity identification in multicountry models: Revisiting spillovers of monetary shocks
    Papers, arXiv.org Downloads
  5. Nowcasting economic activity in European regions using a mixed-frequency dynamic factor model
    Papers, arXiv.org Downloads
  6. Nowcasting with Mixed Frequency Data Using Gaussian Processes
    Papers, arXiv.org Downloads View citations (1)

2023

  1. Investigating Growth-at-Risk Using a Multicountry Non-parametric Quantile Factor Model
    CEPR Discussion Papers, C.E.P.R. Discussion Papers Downloads
    Also in Working Papers, University of Strathclyde Business School, Department of Economics (2021) Downloads View citations (5)
    Papers, arXiv.org (2021) Downloads View citations (8)

    See also Journal Article Investigating Growth-at-Risk Using a Multicountry Nonparametric Quantile Factor Model, Journal of Business & Economic Statistics, Taylor & Francis Journals (2024) Downloads View citations (3) (2024)
  2. Sparse time-varying parameter VECMs with an application to modeling electricity prices
    Papers, arXiv.org Downloads
    See also Journal Article Sparse time-varying parameter VECMs with an application to modeling electricity prices, International Journal of Forecasting, Elsevier (2025) Downloads (2025)

2022

  1. Approximate Bayesian inference and forecasting in huge-dimensional multi-country VARs
    Papers, arXiv.org Downloads View citations (7)
    See also Journal Article APPROXIMATE BAYESIAN INFERENCE AND FORECASTING IN HUGE‐DIMENSIONAL MULTICOUNTRY VARs, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2022) Downloads View citations (4) (2022)
  2. Forecasting euro area inflation using a huge panel of survey expectations
    Papers, arXiv.org Downloads
    See also Journal Article Forecasting euro area inflation using a huge panel of survey expectations, International Journal of Forecasting, Elsevier (2024) Downloads View citations (1) (2024)
  3. General Bayesian time-varying parameter VARs for modeling government bond yields
    Working Papers in Regional Science, WU Vienna University of Economics and Business Downloads View citations (2)
  4. Measuring Shocks to Central Bank Independence using Legal Rulings
    Papers, arXiv.org Downloads
  5. Tail Forecasting with Multivariate Bayesian Additive Regression Trees
    Working Papers, Federal Reserve Bank of Cleveland Downloads View citations (7)
    Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2022) Downloads

    See also Journal Article TAIL FORECASTING WITH MULTIVARIATE BAYESIAN ADDITIVE REGRESSION TREES, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2023) Downloads View citations (13) (2023)

2021

  1. A Bayesian panel VAR model to analyze the impact of climate change on high-income economies
    Papers, arXiv.org Downloads
  2. General Bayesian time-varying parameter VARs for predicting government bond yields
    Papers, arXiv.org Downloads View citations (1)
  3. Modeling tail risks of inflation using unobserved component quantile regressions
    Papers, arXiv.org Downloads View citations (1)
    See also Journal Article Modeling tail risks of inflation using unobserved component quantile regressions, Journal of Economic Dynamics and Control, Elsevier (2022) Downloads View citations (10) (2022)
  4. Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs
    JRC Working Papers in Economics and Finance, Joint Research Centre, European Commission Downloads View citations (1)
    Also in Papers, arXiv.org (2020) Downloads View citations (31)
    Working Paper Series, European Central Bank (2021) Downloads View citations (6)

    See also Journal Article Nowcasting in a pandemic using non-parametric mixed frequency VARs, Journal of Econometrics, Elsevier (2023) Downloads View citations (16) (2023)

2020

  1. A multi-country dynamic factor model with stochastic volatility for euro area business cycle analysis
    Papers, arXiv.org Downloads View citations (6)
    See also Journal Article A multi‐country dynamic factor model with stochastic volatility for euro area business cycle analysis, Journal of Forecasting, John Wiley & Sons, Ltd. (2020) Downloads View citations (5) (2020)
  2. Bayesian Inference in High-Dimensional Time-varying Parameter Models using Integrated Rotated Gaussian Approximations
    Papers, arXiv.org Downloads View citations (6)
  3. Bayesian state-space modeling for analyzing heterogeneous network effects of US monetary policy
    Papers, arXiv.org Downloads View citations (1)
    Also in Working Papers in Economics, University of Salzburg (2019) Downloads

    See also Journal Article Bayesian State‐Space Modeling for Analyzing Heterogeneous Network Effects of US Monetary Policy, Scandinavian Journal of Economics, Wiley Blackwell (2021) Downloads View citations (3) (2021)
  4. Dynamic shrinkage in time-varying parameter stochastic volatility in mean models
    Papers, arXiv.org Downloads View citations (2)
    See also Journal Article Dynamic shrinkage in time‐varying parameter stochastic volatility in mean models, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2021) Downloads View citations (7) (2021)
  5. Forecasts with Bayesian vector autoregressions under real time conditions
    Papers, arXiv.org Downloads View citations (4)
    See also Journal Article Forecasts with Bayesian vector autoregressions under real time conditions, Journal of Forecasting, John Wiley & Sons, Ltd. (2024) Downloads (2024)
  6. Measuring the Effectiveness of US Monetary Policy during the COVID-19 Recession
    Papers, arXiv.org Downloads View citations (3)
    See also Journal Article Measuring the effectiveness of US monetary policy during the COVID‐19 recession, Scottish Journal of Political Economy, Scottish Economic Society (2021) Downloads View citations (6) (2021)
  7. On the effectiveness of the European Central Bank's conventional and unconventional policies under uncertainty
    Papers, arXiv.org Downloads View citations (2)
    See also Journal Article On the effectiveness of the European Central Bank’s conventional and unconventional policies under uncertainty, Journal of Economic Behavior & Organization, Elsevier (2021) Downloads View citations (5) (2021)

2019

  1. Introducing shrinkage in heavy-tailed state space models to predict equity excess returns
    Papers, arXiv.org Downloads
    See also Journal Article Introducing shrinkage in heavy-tailed state space models to predict equity excess returns, Empirical Economics, Springer (2025) Downloads (2025)
  2. Measuring international uncertainty using global vector autoregressions with drifting parameters
    Working Papers in Economics, University of Salzburg Downloads View citations (4)
    Also in Papers, arXiv.org (2019) Downloads View citations (4)

    See also Journal Article Measuring International Uncertainty Using Global Vector Autoregressions with Drifting Parameters, Macroeconomic Dynamics, Cambridge University Press (2023) Downloads (2023)
  3. Stochastic model specification in Markov switching vector error correction models
    Papers, arXiv.org Downloads View citations (1)
    Also in Working Papers in Economics, University of Salzburg (2018) Downloads View citations (1)

    See also Journal Article Stochastic model specification in Markov switching vector error correction models, Studies in Nonlinear Dynamics & Econometrics, De Gruyter (2021) Downloads View citations (4) (2021)
  4. The regional transmission of uncertainty shocks on income inequality in the United States
    Working Papers in Regional Science, WU Vienna University of Economics and Business Downloads View citations (8)
    See also Journal Article The regional transmission of uncertainty shocks on income inequality in the United States, Journal of Economic Behavior & Organization, Elsevier (2021) Downloads View citations (7) (2021)
  5. The transmission of uncertainty shocks on income inequality: State-level evidence from the United States
    Working Papers in Economics, University of Salzburg Downloads View citations (3)
    Also in Papers, arXiv.org (2018) Downloads View citations (1)
    Working Papers in Regional Science, WU Vienna University of Economics and Business (2018) Downloads View citations (1)

2018

  1. Flexible shrinkage in high-dimensional Bayesian spatial autoregressive models
    Papers, arXiv.org Downloads View citations (3)
  2. Implications of Macroeconomic Volatility in the Euro Area
    Department of Economics Working Paper Series, WU Vienna University of Economics and Business Downloads View citations (3)
    Also in ESRB Working Paper Series, European Systemic Risk Board (2018) Downloads View citations (3)
    Department of Economics Working Papers, Vienna University of Economics and Business, Department of Economics (2018) Downloads
    Papers, arXiv.org (2018) Downloads View citations (3)
  3. The dynamic impact of monetary policy on regional housing prices in the US: Evidence based on factor-augmented vector autoregressions
    Papers, arXiv.org Downloads View citations (2)
    Also in Working Papers in Regional Science, WU Vienna University of Economics and Business (2018) Downloads
  4. The dynamic impact of monetary policy on regional housing prices in the United States
    Working Papers in Economics, University of Salzburg Downloads View citations (5)
    Also in Working Papers in Regional Science, WU Vienna University of Economics and Business (2018) Downloads View citations (6)

    See also Journal Article The Dynamic Impact of Monetary Policy on Regional Housing Prices in the United States, Real Estate Economics, American Real Estate and Urban Economics Association (2021) Downloads View citations (7) (2021)

Journal Articles

2025

  1. Introducing shrinkage in heavy-tailed state space models to predict equity excess returns
    Empirical Economics, 2025, 68, (2), 535-553 Downloads
    See also Working Paper Introducing shrinkage in heavy-tailed state space models to predict equity excess returns, Papers (2019) Downloads (2019)
  2. Sparse time-varying parameter VECMs with an application to modeling electricity prices
    International Journal of Forecasting, 2025, 41, (1), 361-376 Downloads
    See also Working Paper Sparse time-varying parameter VECMs with an application to modeling electricity prices, Papers (2023) Downloads (2023)

2024

  1. Financial markets and legal challenges to unconventional monetary policy
    European Economic Review, 2024, 163, (C) Downloads
  2. Forecasting euro area inflation using a huge panel of survey expectations
    International Journal of Forecasting, 2024, 40, (3), 1042-1054 Downloads View citations (1)
    See also Working Paper Forecasting euro area inflation using a huge panel of survey expectations, Papers (2022) Downloads (2022)
  3. Forecasts with Bayesian vector autoregressions under real time conditions
    Journal of Forecasting, 2024, 43, (3), 771-801 Downloads
    See also Working Paper Forecasts with Bayesian vector autoregressions under real time conditions, Papers (2020) Downloads View citations (4) (2020)
  4. Investigating Growth-at-Risk Using a Multicountry Nonparametric Quantile Factor Model
    Journal of Business & Economic Statistics, 2024, 42, (4), 1302-1317 Downloads View citations (3)
    See also Working Paper Investigating Growth-at-Risk Using a Multicountry Non-parametric Quantile Factor Model, CEPR Discussion Papers (2023) Downloads (2023)

2023

  1. General Bayesian time‐varying parameter vector autoregressions for modeling government bond yields
    Journal of Applied Econometrics, 2023, 38, (1), 69-87 Downloads View citations (2)
  2. Measuring International Uncertainty Using Global Vector Autoregressions with Drifting Parameters
    Macroeconomic Dynamics, 2023, 27, (3), 770-793 Downloads
    See also Working Paper Measuring international uncertainty using global vector autoregressions with drifting parameters, Working Papers in Economics (2019) Downloads View citations (4) (2019)
  3. Nowcasting in a pandemic using non-parametric mixed frequency VARs
    Journal of Econometrics, 2023, 232, (1), 52-69 Downloads View citations (16)
    See also Working Paper Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs, JRC Working Papers in Economics and Finance (2021) Downloads View citations (1) (2021)
  4. TAIL FORECASTING WITH MULTIVARIATE BAYESIAN ADDITIVE REGRESSION TREES
    International Economic Review, 2023, 64, (3), 979-1022 Downloads View citations (13)
    See also Working Paper Tail Forecasting with Multivariate Bayesian Additive Regression Trees, Working Papers (2022) Downloads View citations (7) (2022)

2022

  1. APPROXIMATE BAYESIAN INFERENCE AND FORECASTING IN HUGE‐DIMENSIONAL MULTICOUNTRY VARs
    International Economic Review, 2022, 63, (4), 1625-1658 Downloads View citations (4)
    See also Working Paper Approximate Bayesian inference and forecasting in huge-dimensional multi-country VARs, Papers (2022) Downloads View citations (7) (2022)
  2. Modeling tail risks of inflation using unobserved component quantile regressions
    Journal of Economic Dynamics and Control, 2022, 143, (C) Downloads View citations (10)
    See also Working Paper Modeling tail risks of inflation using unobserved component quantile regressions, Papers (2021) Downloads View citations (1) (2021)

2021

  1. Bayesian State‐Space Modeling for Analyzing Heterogeneous Network Effects of US Monetary Policy
    Scandinavian Journal of Economics, 2021, 123, (4), 1261-1291 Downloads View citations (3)
    See also Working Paper Bayesian state-space modeling for analyzing heterogeneous network effects of US monetary policy, Papers (2020) Downloads View citations (1) (2020)
  2. Dynamic shrinkage in time‐varying parameter stochastic volatility in mean models
    Journal of Applied Econometrics, 2021, 36, (2), 262-270 Downloads View citations (7)
    See also Working Paper Dynamic shrinkage in time-varying parameter stochastic volatility in mean models, Papers (2020) Downloads View citations (2) (2020)
  3. Measuring the effectiveness of US monetary policy during the COVID‐19 recession
    Scottish Journal of Political Economy, 2021, 68, (3), 287-297 Downloads View citations (6)
    See also Working Paper Measuring the Effectiveness of US Monetary Policy during the COVID-19 Recession, Papers (2020) Downloads View citations (3) (2020)
  4. On the effectiveness of the European Central Bank’s conventional and unconventional policies under uncertainty
    Journal of Economic Behavior & Organization, 2021, 191, (C), 822-845 Downloads View citations (5)
    See also Working Paper On the effectiveness of the European Central Bank's conventional and unconventional policies under uncertainty, Papers (2020) Downloads View citations (2) (2020)
  5. Stochastic model specification in Markov switching vector error correction models
    Studies in Nonlinear Dynamics & Econometrics, 2021, 25, (2), 17 Downloads View citations (4)
    See also Working Paper Stochastic model specification in Markov switching vector error correction models, Papers (2019) Downloads View citations (1) (2019)
  6. The Dynamic Impact of Monetary Policy on Regional Housing Prices in the United States
    Real Estate Economics, 2021, 49, (4), 1039-1068 Downloads View citations (7)
    See also Working Paper The dynamic impact of monetary policy on regional housing prices in the United States, Working Papers in Economics (2018) Downloads View citations (5) (2018)
  7. The regional transmission of uncertainty shocks on income inequality in the United States
    Journal of Economic Behavior & Organization, 2021, 183, (C), 887-900 Downloads View citations (7)
    See also Working Paper The regional transmission of uncertainty shocks on income inequality in the United States, Working Papers in Regional Science (2019) Downloads View citations (8) (2019)

2020

  1. A multi‐country dynamic factor model with stochastic volatility for euro area business cycle analysis
    Journal of Forecasting, 2020, 39, (6), 911-926 Downloads View citations (5)
    See also Working Paper A multi-country dynamic factor model with stochastic volatility for euro area business cycle analysis, Papers (2020) Downloads View citations (6) (2020)

Chapters

2024

  1. Bayesian nonparametric methods for macroeconomic forecasting
    Chapter 5 in Handbook of Research Methods and Applications in Macroeconomic Forecasting, 2024, pp 90-125 Downloads
    See also Working Paper Bayesian nonparametric methods for macroeconomic forecasting, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy (2024) Downloads (2024)
 
Page updated 2025-04-02