Articles with "parametric component" as a keyword



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Testing for parametric component of partially linear models with missing covariates

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Published in 2019 at "Statistical Papers"

DOI: 10.1007/s00362-016-0848-6

Abstract: This paper considers the testing problem of partially linear models with missing covariates. The inverse probability weighted restricted estimator for the parametric component under linear constraint is derived and proven to share asymptotically normal distribution.… read more here.

Keywords: parametric component; partially linear; linear models; missing covariates ... See more keywords
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Semiparametric generalized estimating equations for repeated measurements in cross-over designs.

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Published in 2022 at "Statistical methods in medical research"

DOI: 10.1177/09622802231158736

Abstract: A model for cross-over designs with repeated measures within each period was developed. It was obtained using an extension of generalized estimating equations that includes a parametric component to model treatment effects and a non-parametric… read more here.

Keywords: parametric component; cross designs; estimating equations; generalized estimating ... See more keywords