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In the common nonparametric regression model y(i) = g(ti) + a (ti) ei , i=1….,n with i.i.d - noise and nonrepeatable design points ti we consider the problem of choosing an optimal design for the estimation of the regression function g. A minimax approach is adopted which searches for designs...
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. Nonparametric resampling techniques help protect against overly optimistic inference in time series models of unknown structure … benchmark for the relative accuracy of several nonparametric resampling algorithms based on ARMA representations of four …
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This paper considers nonparametric identification and estimation of the regression function when a covariate is mismeasured. The measurement error need not be classical. Employing the small measurement error approximation, we establish nonparametric identification under weak and...
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