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We suggest an alternative use of disaggregate information to forecast the aggregate variable of interest, that is to include disaggregate information or disaggregate variables in the aggregate model as opposed to first forecasting the disaggregate variables separately and then aggregating those...
Persistent link: https://www.econbiz.de/10011604635
The vector autoregressive and structural vector autoregressive (VAR/SVAR) models are the cornerstone of the … (DSGE) models - the main theoretical tool for modern macroeconomics. Nevertheless, VAR models may be subject to pathologies … the Fabio Canova e Mehdi Hamidi Sahneh, in order to test for these pathologies in Brazilian typical fiscal VAR model using …
Persistent link: https://www.econbiz.de/10012616454
The VAR/SVAR (Vector Autoregressive and Structural Vector Autoregressive) models are the cornerstone of the … General Equilibrium) models - the main theoretical tool for modern macroeconomics. Nevertheless, VAR models may be subject to …
Persistent link: https://www.econbiz.de/10012671221
estimate a non causal VAR with Brazilian typical data and compare its forecasts to a regular causal VAR, using the same data … determination of the effects fiscal policy, as the non causal VAR has shown substantially better predictive ability than the regular … causal VAR for that dataset. …
Persistent link: https://www.econbiz.de/10012802817
In this paper we apply a dynamic factor model to generate out of sample forecasts for the inflation rate in Mexico. We evaluate the role of using a wide range of macroeconomic variables with particular interest on the importance of using CPI disaggregated data to forecast inflation. Our data set...
Persistent link: https://www.econbiz.de/10010322633
In this paper we apply factor models proposed by Stock and Watson [18] and VAR and ARIMA models to generate 12-month … accuracy can be further improved by combining the information contained in factor and VAR models for some indices. With respect …
Persistent link: https://www.econbiz.de/10013370008
To forecast an aggregate, we propose adding disaggregate variables, instead of combining forecasts of those disaggregates or forecasting by a univariate aggregate model. New analytical results show the effects of changing coefficients, mis-specification, estimation uncertainty and...
Persistent link: https://www.econbiz.de/10011605201
of the different models, respectively. We find that overall the large Bayesian VAR and the Bayesian factor augmented VAR …
Persistent link: https://www.econbiz.de/10010368138
This paper proposes a methodology to nowcast and forecast inflation using data with sampling frequency higher than monthly. The nowcasting literature has been focused on GDP, typically using monthly indicators in order to produce an accurate estimate for the current and next quarter. This paper...
Persistent link: https://www.econbiz.de/10011605370
We propose a new approach to model high and low frequency components of equity correlations. Our framework combines a factor asset pricing structure with other specifications capturing dynamic properties of volatilities and covariances between a single common factor and idiosyncratic returns....
Persistent link: https://www.econbiz.de/10010322626