Showing 1 - 10 of 61
The dataset "Enquête Mode de Vie des Français" is the first opportunity to measure the impact of religion and religiosity on individual fertility behaviors in France. Indeed, the French laws make it very difficult to collect data on the individual's religious variables. With Poisson...
Persistent link: https://www.econbiz.de/10004988955
Forecasting current quarter GDP is a permanent task inside the central banks. Many models are known and proposed to solve this problem. Thanks to new results on the asymptotic normality of the multivariate k-nearest neighbor regression estimate, we propose an interesting and new approach to...
Persistent link: https://www.econbiz.de/10008622010
We propose a nouvel methodology for forecasting chaotic systems which uses information on local Lyapunov exponents (LLEs) to improve upon existing predictors by correcting for their inevitable bias. Using simulations of the Rössler, Lorenz and Chua attractors, we find that accuracy gains can be...
Persistent link: https://www.econbiz.de/10008622043
The aim of this paper is to introduce a new methodology to forecast the monthly economic indicators used in the Gross Domestic Product (GDP) modelling in order to improve the forecasting accuracy. Our approach is based on multivariate k-nearest neighbors method and radial basis function method...
Persistent link: https://www.econbiz.de/10008622046
An empirical forecast accuracy comparison of the non-parametric method, known as multivariate Nearest Neighbor method, with parametric VAR modelling is conducted on the euro area GDP. Using both methods for nowcasting and forecasting the GDP, through the estimation of economic indicators plugged...
Persistent link: https://www.econbiz.de/10008461116
Business surveys are an important element in the analysis of the short-term economic situation because of the timeliness and nature of the information they convey. Especially, surveys are often involved in econometric models in order to provide an early assessment of the current state of the...
Persistent link: https://www.econbiz.de/10005510611
This papier formalizes the process of forecasting unbalanced monthly data sets in order to obtain robust nowcasts and forecasts of quarterly GDP growth rate through a semi-parametric modelling. This innovative approach lies on the use on non-parametric methods, based on nearest neighbors and on...
Persistent link: https://www.econbiz.de/10005220163
We propose a novel methodology for forecasting chaotic systems which is based on the nearest-neighbor predictor and improves upon it by incorporating local Lyapunov exponents to correct for its inevitable bias. Using simulated data, we show that gains in prediction accuracy can be substantial....
Persistent link: https://www.econbiz.de/10005670880
In this paper, we first, perform a quantitative assessment of the impact of the HIV/AIDS epidemic on growth. Second, we precisely account for the effects of the epidemic on income per capita through human and physical capital accumulations, population and labor force. That is, we disentangle the...
Persistent link: https://www.econbiz.de/10008853447
In France over the last fifteen years two important reforms in the basic pension systems (1993 and 2003) were made and numerous measures concerning the legal supplementary benefits systems were put into effect. Contrary to other countries, the role of the pay-as-you-go system as the main pension...
Persistent link: https://www.econbiz.de/10005696756