Tests for the linear hypothesis in semi-functional partial linear regression models
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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 on semi-functional linear errors-in-variables models
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DOI: 10.1080/03610926.2018.1494836
Abstract: Abstract Semi-functional linear regression models are important in practice. In this paper, their estimation is discussed when function-valued and real-valued random variables are all measured with additive error. By means of functional principal component analysis… read more here.
Keywords: semi functional; errors variables; functional linear; variables models ... See more keywords
Semi-functional partial linear spatial autoregressive model
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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