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  • Your search results: "Korobilis, Dimitris"
Showing 61 - 80 results of 246 for search '"Korobilis, Dimitris"', query time: 0.79s Narrow search
  • 61
    Cover Image Book Chapter
    Machine Learning Econometrics: Bayesian algorithms and methods
    by Korobilis, Dimitris   Pettenuzzo, Davide
    edited by Hamilton, Jonathan H Dixit, Avinash Edwards, Sebastian Judd, Kenneth

    18.08.2020
    “...Bayesian inference in economics is primarily perceived as a methodology for cases where the data are short, that is, not informative enough in order to be able...”
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  • 62
    Cover Image Journal Article
    Decomposing global yield curve co-movement
    by Byrne, Joseph P   Cao, Shuo   Korobilis, Dimitris
    01.09.2019
    “...This paper studies the co-movement of global yield curve dynamics using a Bayesian hierarchical factor model augmented with macroeconomic fundamentals. Our...”
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  • 63
    Cover Image Publication
    Machine Learning Econometrics: Bayesian algorithms and methods
    by Korobilis, Dimitris   Pettenuzzo, Davide
    23.04.2020
    “...As the amount of economic and other data generated worldwide increases vastly, a challenge for future generations of econometricians will be to master...”
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  • 64
    Cover Image Journal Article
    Bayesian compressed vector autoregressions
    by Koop, Gary   Korobilis, Dimitris   Pettenuzzo, Davide
    01.05.2019
    “...Macroeconomists are increasingly working with large Vector Autoregressions (VARs) where the number of parameters vastly exceeds the number of observations...”
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  • 65
    Cover Image Data Set
    Forecasting with many predictors using message passing algorithms
    by Korobilis, Dimitris
    2017
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  • 66
    Cover Image Publication
    Quantile regression forecasts of inflation under model uncertainty
    by Korobilis, Dimitris
    01.01.2017
    “...This paper examines the performance of Bayesian model averaging (BMA) methods in a quantile regression model for inflation. Different predictors are allowed to...”
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  • 67
    Cover Image Journal Article
    Model uncertainty in panel vector autoregressive models
    by Koop, Gary   Korobilis, Dimitris
    01.01.2016
    “...We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach allows us to select between or...”
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  • 68
    Cover Image Data Set
    Data for: A new index of financial conditions
    by Korobilis, Dimitris
    09.12.2016
    “...Abstract of associated article: We use factor augmented vector autoregressive models with time-varying coefficients and stochastic volatility to construct a...”
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  • 69
    Cover Image Data Set
    Data for: Model uncertainty in Panel Vector Autoregressive models
    by Korobilis, Dimitris
    09.12.2016
    “...Abstract of associated article: We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach...”
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  • 70
    Cover Image Journal Article
    Forecasting inflation using dynamic model averaging
    by Koop, Gary   Korobilis, Dimitris Published in International economic review (2012)
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  • 71
    Cover Image Journal Article
    Exchange rate predictability and dynamic Bayesian learning
    by Beckkmann, Joscha   Koop, Gary   Korobilis, Dimitris   Schuessler, Rainer Alexander
    01.06.2020
    “...We consider how an investor in the foreign exchange market can exploit predictive information by means of flexible Bayesian inference. Using a variety of...”
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  • 72
    Cover Image Paper
    Energy Markets and Global Economic Conditions
    by Korobilis, Dimitris   Baumeister, Christiane   Lee, Thomas K
    01.04.2020
    “...This paper evaluates alternative indicators of global economic activity and other market fundamentals in terms of their usefulness for forecasting real oil...”
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  • 73
    Cover Image Publication
    Adaptive hierarchical priors for high-dimensional vector autoregressions
    by Korobilis, Dimitris   Pettenuzzo, Davide
    14.04.2019
    “...This paper proposes a simulation-free estimation algorithm for vector autoregressions (VARs) that allows fast approximate calculation of marginal parameter...”
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  • 74
    Cover Image Publication
    Forecasting with high-dimensional panel VARs
    by Koop, Gary   Korobilis, Dimitris
    28.02.2019
    “...This paper develops methods for estimating and forecasting in Bayesian panel vector autoregressions of large dimensions with time‐varying parameters and...”
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  • 75
    Cover Image Data Set
    Data for: A new index of financial conditions
    by Korobilis, Dimitris
    01.01.2016
    “...Abstract of associated article: We use factor augmented vector autoregressive models with time-varying coefficients and stochastic volatility to construct a...”
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  • 76
    Cover Image Data Set
    Data for: Model uncertainty in Panel Vector Autoregressive models
    by Korobilis, Dimitris
    01.01.2016
    “...Abstract of associated article: We develop methods for Bayesian model averaging (BMA) or selection (BMS) in Panel Vector Autoregressions (PVARs). Our approach...”
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  • 77
    Cover Image Journal Article
    Forecasting the term structure of government bond yields in unstable environments
    by Byrne, Joseph P   Cao, Shuo   Korobilis, Dimitris
    01.12.2017
    “...In this paper we model and predict the term structure of US interest rates in a data-rich and unstable environment. The dynamic Nelson-Siegel factor model is...”
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  • 78
    Cover Image Journal Article
    A new index of financial conditions
    by Koop, Gary   Korobilis, Dimitris
    01.10.2014
    “...We use factor augmented vector autoregressive models with time-varying coefficients and stochastic volatility to construct a financial conditions index that...”
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  • 79
    Cover Image Publication
    Forecasting with high dimensional panel VARs
    by Koop, Gary   Korobilis, Dimitris
    02.10.2018
    “...This paper develops methods for estimating and forecasting in Bayesian panel vector autoregressions of large dimensions with time-varying parameters and...”
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  • 80
    Cover Image Publication
    Variational Bayes inference in high-dimensional time-varying parameter models
    by Koop, Gary   Korobilis, Dimitris
    09.09.2018
    “...This paper proposes a mean field variational Bayes algorithm for efficient posterior and predictive inference in time-varying parameter models. Our approach...”
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