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stat.ME2019★ 1 cited
An efficient penalized estimation approach for a semi-parametric linear transformation model with interval-censored data
Minggen Lu, Yan Liu, Chin-Shang Li +1
We consider efficient estimation of flexible transformation models with interval-censored data. To reduce the dimension of semi-parametric models, the unknown monotone transformati…
stat.ME2019
A penalized likelihood approach for efficiently estimating a partially linear additive transformation model with current status data
Yan Liu, Minggen Lu, Christopher S. McMahan
Current status data are commonly encountered in medical and epidemiological studies in which the failure time for study units is the outcome variable of interest. Data of this form…