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20062025
most citedOn implicit and explicit discretization schemes for parabolic SPDEs in any dimension

43 citations

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6 papers · 1 filter

math.ST2024★ 3 cited

Estimating weak periodic vector autoregressive time series

Yacouba Boubacar Maïnassara, Eugen Ursu

This article develops the asymptotic distribution of the least squares estimator of the model parameters in periodicvector autoregressive time series models (hereafter PVAR) with u…

math.ST2008

Efficient Estimation of Multidimensional Regression Model with Multilayer Perceptron

Joseph Rynkiewicz

This work concerns estimation of multidimensional nonlinear regression models using multilayer perceptron (MLP). The main problem with such model is that we have to know the covari…

math.ST2008

Testing the number of parameters with multidimensional MLP

Joseph Rynkiewicz

This work concerns testing the number of parameters in one hidden layer multilayer perceptron (MLP). For this purpose we assume that we have identifiable models, up to a finite gro…

math.ST2007★ 2 cited

Neural Network and Segmented Labour Market

Patrice Gaubert, Marie Cottrell

In France, for administrative reasons, unemployed workers may actually be involved in occasional work while remaining identified as unemployed (and receiving the corresponding bene…

math.ST2007★ 1 cited

A Dynamic Analysis of Segmented Labor Market

Patrice Gaubert, Marie Cottrell

Using the Panel Study of Income Dynamics data on the period 1982-1992, this paper investigates some mechanisms of the labor market in the United States. This market is analyzed as…

math.ST2007★ 2 cited

Efficient estimators : the use of neural networks to construct pseudo panels

Marie Cottrell, Patrice Gaubert

Pseudo panels constituted with repeated cross-sections are good substitutes to true panel data. But individuals grouped in a cohort are not the same for successive periods, and it…