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   Articles with "linear single" as a keyword



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Estimation and variable selection for partial linear single-index distortion measurement errors models

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recommendations! Published in 2019 at "Statistical Papers"

DOI: 10.1007/s00362-019-01119-6

Abstract: This paper considers partial linear single-index regression models when all the variables are measured with multiplicative distortion measurement errors. To eliminate the effect caused by the distortion, we propose the conditional absolute mean calibration. This… read more here.

Keywords: measurement errors; distortion; distortion measurement; linear single ... See more keywords
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Empirical likelihood and variable selection for partially linear single-index EV models with missing censoring indicators

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recommendations! Published in 2020 at "Journal of The Korean Statistical Society"

DOI: 10.1007/s42952-020-00065-6

Abstract: In this paper, we focus on the empirical likelihood inference for partially linear single-index errors-in-variables (EV) models when the data are right censored and the censoring indicator is missing at random (MAR). Two bias-corrected empirical… read more here.

Keywords: likelihood; linear single; empirical likelihood; single index ... See more keywords
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Statistical estimation for a partially linear single-index model with errors in all variables

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recommendations! Published in 2019 at "Communications in Statistics - Theory and Methods"

DOI: 10.1080/03610926.2018.1425446

Abstract: ABSTRACT This article considers partially linear single-index models with errors in all variables. By using the Pseudo − θ method (Liang, Härdle, and Carroll 1999), local linear regression and simulation-extrapolation (SIMEX) technique (Cook and Stefanski… read more here.

Keywords: errors variables; linear single; model; single index ... See more keywords
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On endogeneity and shape invariance in extended partially linear single index models

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recommendations! Published in 2019 at "Econometric Reviews"

DOI: 10.1080/07474938.2019.1682313

Abstract: Abstract In this article, the usefulness of the extended generalized partially linear single-index (EGPLSI) model introduced by Xia et al. in its ability to model a flexible shape-invariant specification is elaborated. More importantly, a control… read more here.

Keywords: index; linear single; model; single index ... See more keywords