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   Articles with "partial linear" as a keyword



Tests for the linear hypothesis in semi-functional partial linear regression models

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recommendations! Published in 2019 at "Metrika"

DOI: 10.1007/s00184-018-0680-1

Abstract: An empirical likelihood ratio testing method is proposed, in this paper, for semi-functional partial linear regression models. Two empirical likelihood ratio statistics are employed to test the linear hypothesis of parametric components, then we demonstrate… read more here.

Keywords: functional partial; semi functional; linear regression; regression models ... See more keywords

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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Robust and efficient estimating equations for longitudinal data partial linear models and its applications

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recommendations! Published in 2020 at "Statistical Papers"

DOI: 10.1007/s00362-020-01181-5

Abstract: Composite quantile regression (CQR) is a good alternative of the mean regression, because of its robustness and efficiency. In longitudinal data analysis, correlation structure plays an important role in improving efficiency. However, how to specify… read more here.

Keywords: longitudinal data; partial linear; robust efficient; estimating equations ... See more keywords
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Model estimation and selection for partial linear varying coefficient EV models with longitudinal data

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recommendations! Published in 2021 at "Journal of Applied Statistics"

DOI: 10.1080/02664763.2021.1904847

Abstract: In this paper, we consider the estimation and model selection for longitudinal partial linear varying coefficient errors-in-variables (EV) models when the covariates are measured with some additive... read more here.

Keywords: model estimation; selection; partial linear; varying coefficient ... See more keywords

Elliptical difference based ridge and Liu type estimators in partial linear measurement error models

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recommendations! Published in 2018 at "Communications in Statistics - Theory and Methods"

DOI: 10.1080/03610926.2018.1472793

Abstract: Abstract In this article the difference based ridge and Liu type estimators are defined in partial linear models when the covariates are measured with additive errors. It is assumed that the additive error distributed according… read more here.

Keywords: ridge liu; difference based; based ridge; partial linear ... See more keywords

Semi-functional partial linear spatial autoregressive model

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recommendations! Published in 2020 at "Communications in Statistics - Theory and Methods"

DOI: 10.1080/03610926.2020.1738485

Abstract: Abstract This paper proposes a semi-functional partial linear spatial autoregressive (SAR) model, in which we allow one of the explanatory variables to be a functional variable, while the dependent variable is scalar. We aim to… read more here.

Keywords: spatial autoregressive; linear spatial; functional partial; semi functional ... See more keywords

Partial linear quantile regression model with incompletely observed functional covariates

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recommendations! Published in 2025 at "Journal of Nonparametric Statistics"

DOI: 10.1080/10485252.2025.2459707

Abstract: In this paper, we investigate the partial linear quantile regression model with incomplete observation for functional covariates. Concretely, we first construct the estimators of the unknown slope function and the unknown parameters of the model.… read more here.

Keywords: regression model; linear quantile; functional covariates; model ... See more keywords

Nonlinearity, Heterogeneity and Indirect Effects in the CO2 Emissions-Financial Development Relation From Partial Linear Additive Panel Model

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recommendations! Published in 2024 at "Polish Journal of Environmental Studies"

DOI: 10.15244/pjoes/186425

Abstract: Assessing the effect of financial development on carbon pollution has recently attracted growing interest due to the important role of finance in the overall economic and energy system. However, numerous studies explored the direct impact… read more here.

Keywords: analysis; finance; indirect effects; financial development ... See more keywords