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Showing 2009 · math.STShow all
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math.ST2009★ 881 cited
On the adaptive elastic-net with a diverging number of parameters
Hui Zou, Hao Helen Zhang
We consider the problem of model selection and estimation in situations where the number of parameters diverges with the sample size. When the dimension is high, an ideal method sh…
math.ST2009★ 73 cited
Inference for censored quantile regression models in longitudinal studies
Huixia Judy Wang, Mendel Fygenson
We develop inference procedures for longitudinal data where some of the measurements are censored by fixed constants. We consider a semi-parametric quantile regression model that m…