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imputation, regardless of information loss or noises gain. We study a VAR model with varied frequency data in a Bayesian context …
Persistent link: https://www.econbiz.de/10009369606
In this paper we focus on the development of multiple time series models for forecasting Irish Inflation. The Bayesian … performance which can be obtained by the use of Bayesian techniques. In general, however, forecasts of inflation contain a high …
Persistent link: https://www.econbiz.de/10005835547
This paper develops methods for automatic selection of variables in forecasting Bayesian vector autoregressions (VARs …
Persistent link: https://www.econbiz.de/10008593003
I present evidence that higher frequency measures of inflation expectations outperform lower frequency measures of inflation expectations in tests of accuracy, predictive power, and rationality. For decades, the academic literature has focused on three survey measures of expected inflation: the...
Persistent link: https://www.econbiz.de/10009650037
In this paper, we examine causal relationships among inflation rate, output growth rate, inflation uncertainty and output uncertainty for ten Central and Eastern European transition countries. For this purpose, we estimate a bivariate GARCH model that includes output growth and inflation rates...
Persistent link: https://www.econbiz.de/10008743006
In this paper, we propose a new noncausal vector autoregressive (VAR) model for non-Gaussian time series. The assumption of non-Gaussianity is needed for reasons of identifiability. Assuming that the error distribution belongs to a fairly general class of elliptical distributions, we develop an...
Persistent link: https://www.econbiz.de/10008534254
This is a supplementary appendix to "Noncausal Vector Autoregression".
Persistent link: https://www.econbiz.de/10011113867
This paper presents the R package bayesGARCH which provides functions for the Bayesian estimation of the parsimonious …
Persistent link: https://www.econbiz.de/10005015589
provided between frequentist and Bayesian estimation. No significant difference is found between the qualities of the forecasts … of the whole density, whereas the Bayesian approach exhibits significantly better left-tail forecast accuracy. …
Persistent link: https://www.econbiz.de/10008805887
properties both from the Bayesian and non–Bayesian perspective. We provide detailed derivations of our prior in many standard …
Persistent link: https://www.econbiz.de/10011259476