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second survey-based factor, and the short term forecasting performance of the model in a pseudo-real time experiment. We find …. Moreover, the two factor model outperforms in terms of out of sample forecasting accuracy the traditional autoregressive …
Persistent link: https://www.econbiz.de/10004980235
This paper introduces a new regression model - Markov-switching mixed data sampling (MS-MIDAS) - that incorporates regime changes in the parameters of the mixed data sampling (MIDAS) models and allows for the use of mixed-frequency data in Markov-switching models. After a discussion of...
Persistent link: https://www.econbiz.de/10008868072
The development of models for variables sampled at different frequencies has attracted substantial interest in the recent econometric literature. In this paper we provide an overview of the most common techniques, including bridge equations, MIxed DAta Sampling (MIDAS) models, mixed frequency...
Persistent link: https://www.econbiz.de/10010610582
forecasting the quarterly growth rate of Euro area GDP and its components, using a very large set of monthly indicators taken from …
Persistent link: https://www.econbiz.de/10010540194
The adoption of inflation targeting in emerging market economies makesaccurate forecasting of inflation and output …, autoregressive and small-scale vector autoregressive models can be suggested as forecasting tools. However,these models include only … forecasting performance of the models considered depends on the statistical properties of the series to be forecast, which are …
Persistent link: https://www.econbiz.de/10005557725
We conduct a detailed simulation study of the forecasting performance of diffusion index-based methods in short samples … compare the relative forecasting performance of factor models and more traditional time series methods. We find that changes …
Persistent link: https://www.econbiz.de/10005557689
This paper compares different ways to estimate the current state of the economy using factor models that can handle unbalanced datasets. Due to the different release lags of business cycle indicators, data unbalancedness often emerges at the end of multivariate samples, which is sometimes...
Persistent link: https://www.econbiz.de/10005557690
A continuous monitoring of the evolution of the economy is fundamental for the decisions of public and private decision makers. This paper proposes a new monthly indicator of the euro area real Gross Domestic Product (GDP), with several original features. First, it considers both the output side...
Persistent link: https://www.econbiz.de/10005557751
paper, we compare their performance in a relevant case for policy making, i.e., nowcasting and forecasting quarterly GDP …
Persistent link: https://www.econbiz.de/10005049565
This paper discusses pooling versus model selection for now- and forecasting in the presence of model uncertainty with … forecasting quarterly German GDP, a key macroeconomic indicator for the largest country in the euro area, with a large set of …
Persistent link: https://www.econbiz.de/10005744253