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We propose a classical approach to estimate factor-augmented vector autoregressive (FAVAR) models with time variation in the factor loadings, in the factor dynamics, and in the variance-covariance matrix of innovations. When the time-varying FAVAR is estimated using a large quarterly dataset of...
Persistent link: https://www.econbiz.de/10008936114
forecast evaluation framework as a simple alternative to other approaches. In simulation experiments and an empirical …
Persistent link: https://www.econbiz.de/10011431370
simultaneous confidence region generated from its forecast generating distribution. However, if the null model is only …-parametric estimation is impractical given commonly available predictive sample sizes. Instead, this paper derives the approximate … matrix and the empirical distribution of the Mahalanobis distance of the path-forecast errors. These rectangular regions are …
Persistent link: https://www.econbiz.de/10003962215
Persistent link: https://www.econbiz.de/10009314062
Persistent link: https://www.econbiz.de/10010481196
This paper proposes a new methodology based on textual analysis to forecast U.S. recessions. Specifically, the paper … activity. When used in a standard recession probability model, the index outperforms the yield curve based forecast, a standard … method to forecast recessions, at medium horizons, up to 8 months. Moreover, the index contains information not included in …
Persistent link: https://www.econbiz.de/10012421073
Dynamic stochastic general equilibrium models have recently become standard tools for policy-oriented analyses. Nevertheless, their forecasting properties are still barely explored. We fill this gap by comparing the quality of real-time forecasts from a richly-specified DSGE model to those from...
Persistent link: https://www.econbiz.de/10003963819
-specification, estimation uncertainty and mis-measurement error. Forecastorigin shifts in parameters affect absolute, but not relative, forecast … accuracies; mis-specification and estimation uncertainty induce forecast-error differences, which variable-selection procedures …To forecast an aggregate, we propose adding disaggregate variables, instead of combining forecasts of those …
Persistent link: https://www.econbiz.de/10003971045
We develop a time-varying transition probabilities Markov Switching model in which inflation is characterised by two regimes (high and low inflation). Using Bayesian techniques, we apply the model to the euro area, Germany, the US, the UK and Canada for data from the 1960s up to the present. Our...
Persistent link: https://www.econbiz.de/10003973538
We propose two new procedures for comparing the mean squared prediction error (MSPE) of a benchmark model to the MSPEs of a small set of alternative models that nest the benchmark. Our procedures compare the benchmark to all the alternative models simultaneously rather than sequentially, and do...
Persistent link: https://www.econbiz.de/10003832342