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stat.ME2021
Combining case-control studies for identifiability and efficiency improvement in logistic regression
Wenlu Tang, Yuanyuan Lin, Linlin Dai +1
Can two separate case-control studies, one about Hepatitis disease and the other about Fibrosis, for example, be combined together? It would be hugely beneficial if two or more sep…
stat.ME2020★ 1 cited
Broken Adaptive Ridge Regression for Right-Censored Survival Data
Zhihua Sun, Yi Liu, Kani Chen +1
Broken adaptive ridge (BAR) is a computationally scalable surrogate to -penalized regression, which involves iteratively performing reweighted penalized regressions and…
stat.ME2017
Nearly Semiparametric Efficient Estimation of Quantile Regression
Kani Chen, Yuanyuan Lin, Zhanfeng Wang +1
As a competitive alternative to least squares regression, quantile regression is popular in analyzing heterogenous data. For quantile regression model specified for one single quan…