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We propose a new algorithm which allows easy estimation of Vector Autoregressions (VARs) featuring asymmetric priors …
Persistent link: https://www.econbiz.de/10011389735
We use a simple New Keynesian model, with firm specific capital, non-zero steady-state inflation, long-run risks and Epstein-Zin preferences to study the volatility implications of a monetary policy shock. An unexpected increases in the policy rate by 150 basis points causes output and inflation...
Persistent link: https://www.econbiz.de/10011389786
We use a factor model with stochastic volatility to decompose the time-varying variance of Macro economic and Financial variables into contributions from country-specific uncertainty and uncertainty common to all countries. We find that the common component plays an important role in driving the...
Persistent link: https://www.econbiz.de/10011306276
We confirm that standard time-series models for US output growth, inflation, interest rates and stock market returns feature non-Gaussian error structure. We build a 4-variable VAR model where the orthogonolised shocks have a Student t-distribution with a time-varying variance. We find that in...
Persistent link: https://www.econbiz.de/10010339759
We propose an extended time-varying parameter Vector Autoregression that allows for an evolving relationship between the variances of the shocks. Using this model, we show that the relationship between the conditional variance of GDP growth and the long-term interest rate has become weaker over...
Persistent link: https://www.econbiz.de/10011554403
develop an extended Factor Augmented VAR model that simultaneously allows the estimation of a measure of uncertainty and its …
Persistent link: https://www.econbiz.de/10010472799
This paper uses a FAVAR model with stochastic volatility to estimate the impact of uncertainty shocks on real income growth in US states. The results suggest that there is a large degree of heterogeneity in the magnitude and the persistence of the response to uncertainty shocks across states....
Persistent link: https://www.econbiz.de/10011448758
Persistent link: https://www.econbiz.de/10012605022
We develop a dynamic factor model with time-varying parameters and stochastic volatility, estimate it with several variables for a large number of countries and decompose the variance of each variable in terms of contributions from uncertainty common to all countries (global uncertainty),...
Persistent link: https://www.econbiz.de/10011904508
In this paper we extend the Bayesian Proxy VAR to incorporate time variation in the parameters. A Gibbs sampling algorithm is provided to approximate the posterior distributions of the model's parameters. Using the proposed algorithm, we estimate the time-varying effects of taxation shocks in...
Persistent link: https://www.econbiz.de/10011933414