Nonparametric multiple regression estimation for circular response
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DOI: 10.1007/s11749-020-00736-w
Abstract: Nonparametric estimators of a regression function with circular response and $${\mathbb {R}}^d$$ -valued predictor are considered in this work. Local polynomial estimators are proposed and studied. Expressions for the asymptotic conditional bias and variance of… read more here.
Keywords: response; circular response; regression estimation; nonparametric multiple ... See more keywords
Applying machine learning-based multiple imputation methods to nonparametric multiple comparisons in longitudinal clinical studies.
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DOI: 10.1080/10543406.2024.2444243
Abstract: Dependent samples, in which repeated measurements are made on the same subjects, eliminate potential differences among the subjects. In k-dependent samples, missing data can occur for various reasons. The Skillings-Mack test is used instead of… read more here.
Keywords: imputation methods; multiple imputation; nonparametric multiple; machine learning ... See more keywords