Showing 1 - 10 of 23
This paper assesses the forecasting performance of various variable reduction and variable selection methods. A small … and a large set of wisely chosen variables are used in forecasting the industrial production growth for four Euro Area …
Persistent link: https://www.econbiz.de/10011605818
focusing on forecasting inflation and GDP growth in a panel of countries confirms this finding. …
Persistent link: https://www.econbiz.de/10010280764
Models based on economic theory have serious problems at forecasting exchange rates better than simple univariate … forecasting. In addition, we adopt a driftless random walk prior, so that cross-dynamics matter for forecasting only if there is …
Persistent link: https://www.econbiz.de/10010280768
The paper addresses the issue of forecasting a large set of variables using multivariate models. In particular, we … propose three alternative reduced rank forecasting models and compare their predictive performance with the most promising …
Persistent link: https://www.econbiz.de/10010284099
We propose a new approach to forecasting the term structure of interest rates, which allows to efficiently extract the … forecasting performance of our proposed model relative to most of the existing alternative specifications. While most of the … useful for forecasting. …
Persistent link: https://www.econbiz.de/10010286274
use of measures of underlying in?ation to formulate monetary policy and assist in forecasting observed in?ation. Recent … disaggregated price indices for European countries. We then assess the forecasting ability of these factor estimates against other … 12 to 18 months is adopted as a valid criterion to assess forecasting. Empirical results for the ?ve largest euro area …
Persistent link: https://www.econbiz.de/10011604448
The rank of the spectral density matrix conveys relevant information in a variety of statistical modelling scenarios. This note shows how to estimate the rank of the spectral density matrix at any given frequency. The method presented is valid for any hermitian positive de?nite matrix estimate...
Persistent link: https://www.econbiz.de/10011604395
Model specification and selection are recurring themes in econometric analysis. Both topics become considerably more complicated in the case of large-dimensional data sets where the set of specification possibilities can become quite large. In the context of linear regression models, penalised...
Persistent link: https://www.econbiz.de/10011451442
In a factor-augmented regression, the forecast of a variable depends on a few factors estimated from a large number of predictors. But how does one determine the appropriate number of factors relevant for such a regression? Existing work has focused on criteria that can consistently estimate the...
Persistent link: https://www.econbiz.de/10010283506
We consider an alternative use of simulation in the context of using the Likelihood-Ratio statistic to test non-nested models. To date simulation has been used to estimate the Kullback-Leibler measure of closeness between two densities, which in turn 'mean adjusts' the Likelihood-Ratio...
Persistent link: https://www.econbiz.de/10010284159