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This paper develops a sampling algorithm for bandwidth estimation in a nonparametric regression model with continuous … of the unobserved errors, while the regression function is estimated using the Nadaraya-Watson estimator admitting … nonparametric regression model of the Australian All Ordinaries returns and the kernel density estimation of gross domestic product …
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Adaptive Polar Sampling (APS) is proposed as a Markov chain Monte Carlomethod for Bayesian analysis of models with ill-behaved posteriordistributions. In order to sample efficiently from such a distribution,a location-scale transformation and a transformation to polarcoordinates are used. After...
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of the earnings, with the first framework based on the modeling tradition of the Roy switching regression model, and the …
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