Showing 1 - 10 of 114
-of-sample predictions and forecasting. We identify economic drivers of our machine learning models using a novel framework based on Shapley …
Persistent link: https://www.econbiz.de/10012705396
We examine forecast accuracy and efficiency of the Social Security Administration’s projections for cost rate, trust fund balance, trust fund ratio made during 1980-2020 with horizons up to 95 years. We find that the reported deterioration in the accuracy of the forecasts during 2010’s has...
Persistent link: https://www.econbiz.de/10013313449
This paper focuses on testing long run macroeconomic relations for interest rates, equity, prices and exchange rates within a model of the global economy. It considers a number of plausible long run relationships suggested by arbitrage in financial and goods markets, and uses the global vector...
Persistent link: https://www.econbiz.de/10010276204
. Nevertheless, their forecasting properties are still barely explored. We fill this gap by comparing the quality of real … priors from a DSGE model. We show that the analyzed DSGE model is relatively successful in forecasting the US economy in the … accurate forecasting power of the DSGE turns out to be similar or better than that of the SPF for all the variables and …
Persistent link: https://www.econbiz.de/10003963819
choice of data transformation. - Aggregation ; Forecasting ; Inflation …
Persistent link: https://www.econbiz.de/10009238003
We study the properties of generalized stochastic gradient (GSG) learning in forward-looking models. We examine how the conditions for stability of standard stochastic gradient (SG) learning both differ from and are related to E-stability, which governs stability under least squares learning. SG...
Persistent link: https://www.econbiz.de/10010261355
paper gives a literature overview over existing studies that deal with the forecasting power of various ifo indicators both … powerful tool both for an in-depth business cycle diagnosis and for applied forecasting work …
Persistent link: https://www.econbiz.de/10012833732
Many countries consider the lifting of restrictions of social contacts (RSC). We quantify the effects of RSC for Germany. We initially employ a purely statistical approach to predicting prevalence of COVID19 if RSC were upheld after April 20. We employ these findings and feed them into our...
Persistent link: https://www.econbiz.de/10012835655
This analysis investigates the predictive power of the most important leading indicators for the German economy, which are provided by the ifo Institute and IHS Markit. We conduct an out-of-sample, real-time forecast experiment for growth of gross domestic product and growth of gross value added...
Persistent link: https://www.econbiz.de/10012839771
Comprehensive and international comparable leading indicators across countries and continents are rare. In this paper, we use a free and instantaneous available source of leading indicators, the ifo World Economic Survey (WES), to forecast growth of Gross Domestic Product (GDP) in 44 countries...
Persistent link: https://www.econbiz.de/10012867868