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- W1968479776 abstract "Empirical-likelihood based inference for the parameters in a generalized partially linear single-index models (GPLSIM) is investigated. Based on the local linear estimators of the nonparametric parts of the GPLSIM, an estimated empirical likelihood-based statistic of the parametric components is proposed. We show that the resulting statistic is asymptotically standard chi-squared distributed, the confidence regions for the parametric components are constructed. Some simulations are conducted to illustrate the proposed method." @default.
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- W1968479776 date "2014-09-25" @default.
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- W1968479776 title "Empirical Likelihood for Generalized Partially Linear Single-index Models" @default.
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- W1968479776 doi "https://doi.org/10.1080/03610926.2012.719989" @default.
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