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Global partial likelihood for nonparametric proportional hazards models

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Regression analysis of longitudinal data in the presence of informative observation and censoring times

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Semiparametric regression analysis of longitudinal data with informative observation times

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Robust signal recovery for high-dimensional linear log-contrast models with compositional covariates

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Generalized single-index models : the EFM approach

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Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and financial econometrics. Estimating and testing the model...

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Empirical likelihood for a varying coefficient model with longitudinal data

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