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- W2000434030 abstract "In this paper, we propose generalised partial linear single-index mixed models for analysing repeated measures data. A penalised quasi-likelihood approach using P-spline is used to estimate the nonparametric function, linear parameters, and single-index coefficients. Asymptotic properties of the estimators are developed when the dimension of spline basis grows with increasing sample size. Simulation examples and two applications: the study of health effects of air pollution in North Carolina, and treatment effect of naltrexone on health costs for alcohol-dependent individuals, illustrate the effectiveness of our approach." @default.
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- W2000434030 date "2014-03-10" @default.
- W2000434030 modified "2023-09-23" @default.
- W2000434030 title "Generalised partial linear single-index mixed models for repeated measures data" @default.
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- W2000434030 doi "https://doi.org/10.1080/10485252.2014.891029" @default.
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