Showing 1 - 10 of 186
This paper analyzes the dynamic interactions between the precision of information, technological development, and welfare within an overlapping generations model. More precise information about idiosyncratic production shocks has ambiguous effects on technological progress and welfare, which...
Persistent link: https://www.econbiz.de/10005825975
The paper proposes an algorithm that uses forecast encompassing tests for combining forecasts. The algorithm excludes a forecast from the combination if it is encompassed by another forecast. To assess the usefulness of this approach, an extensive empirical analysis is undertaken using a U.S....
Persistent link: https://www.econbiz.de/10005769228
Using monthly data for a set of variables, we examine the out-of-sample performance of various variance/covariance models and find that no model has consistently outperformed the others. We also show that it is possible to increase the probability mass toward the tails and to match reasonably...
Persistent link: https://www.econbiz.de/10005825598
We propose a new machine-learning-based approach for forecasting Value-at-Risk (VaR) named CoFiE-NN where a neural … well-known statistical formula. First, we explain CoFiE-NN. Second, we compare the forecasting performance of CoFiE-NN with …
Persistent link: https://www.econbiz.de/10015058439
this common forecasting problem manually is resource-intensive, but the existing literature provides little guidance on how …
Persistent link: https://www.econbiz.de/10015058568
This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditional econometric approaches, explores non-linear relationships among predictors indicative of IMF-supported programs, and evaluates model...
Persistent link: https://www.econbiz.de/10015058608
This paper presents a semi-structural macroeconomic model aimed at facilitating policy analysis and forecasting …-trend projection models, the Forecasting Model of Internal and External Balance (FINEX) contains three main innovations: it accentuates …
Persistent link: https://www.econbiz.de/10015058939
We examine whether changes in the distribution of household inflation expectations contain information on future inflation. We first discuss recent shifts in micro data from the US, UK, Germany, and Canada. We then zoom in on the US to explore econometrically whether distributional...
Persistent link: https://www.econbiz.de/10015058986
We propose a method to identify the anticipated components of macroeconomic shocks in a structural VAR. We include empirical forecasts about each time series in the VAR. This introduces enough linear restrictions to identify each structural shock and to further decompose each one into "news" and...
Persistent link: https://www.econbiz.de/10015059043
In this paper, we survey the rapidly developing literature on macroprudential stress-testing models. The scope of the survey includes models of contagion between banks, models of contagion within the wider financial system including non-bank financial institutions such as investment funds, and...
Persistent link: https://www.econbiz.de/10015059148