activity
20182022
most citedBayesian Inference in High-Dimensional Time-varying Parameter Models using Integrated Rotated Gaussian Approximations

7 citations · 11 across the 10 of their papers we have counts for

collaborators

21 papers

econ.EM2022

Forecasting US Inflation Using Bayesian Nonparametric Models

Todd E. Clark, Florian Huber, Gary Koop +1

The relationship between inflation and predictors such as unemployment is potentially nonlinear with a strength that varies over time, and prediction errors error may be subject to…

econ.GN2022

Measuring Shocks to Central Bank Independence using Legal Rulings

Stefan Griller, Florian Huber, Michael Pfarrhofer

We investigate the consequences of legal rulings on the conduct of monetary policy. Several unconventional monetary policy measures of the European Central Bank have come under scr…

econ.EM2021

Investigating Growth at Risk Using a Multi-country Non-parametric Quantile Factor Model

Todd E. Clark, Florian Huber, Gary Koop +2

We develop a Bayesian non-parametric quantile panel regression model. Within each quantile, the response function is a convex combination of a linear model and a non-linear functio…

econ.EM2021

Subspace Shrinkage in Conjugate Bayesian Vector Autoregressions

Florian Huber, Gary Koop

Macroeconomists using large datasets often face the choice of working with either a large Vector Autoregression (VAR) or a factor model. In this paper, we develop methods for combi…

econ.EM2021

General Bayesian time-varying parameter VARs for predicting government bond yields

Manfred M. Fischer, Niko Hauzenberger, Florian Huber +1

Time-varying parameter (TVP) regressions commonly assume that time-variation in the coefficients is determined by a simple stochastic process such as a random walk. While such mode…

econ.EM20204 cited

Capital Flows and the Stabilizing Role of Macroprudential Policies in CESEE

Markus Eller, Niko Hauzenberger, Florian Huber +2

In line with the recent policy discussion on the use of macroprudential measures to respond to cross-border risks arising from capital flows, this paper tries to quantify to what e…