23 citations · 32 across the 4 of their papers we have counts for
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stat.ME2021
Optimal integrating learning for split questionnaire design type data
Cunjie Lin, Jingfu Peng, Yichen Qin +2
In the era of data science, it is common to encounter data with different subsets of variables obtained for different cases. An example is the split questionnaire design (SQD), whi…
stat.ME2019★ 5 cited
LqRT: Robust Hypothesis Testing of Location Parameters using Lq-Likelihood-Ratio-Type Test in Python
Anton Alyakin, Yichen Qin, Carey E. Priebe
A t-test is considered a standard procedure for inference on population means and is widely used in scientific discovery. However, as a special case of a likelihood-ratio test, t-t…
stat.ME2017★ 4 cited
Penalized Maximum Tangent Likelihood Estimation and Robust Variable Selection
Yichen Qin, Shaobo Li, Yang Li +1
We introduce a new class of mean regression estimators -- penalized maximum tangent likelihood estimation -- for high-dimensional regression estimation and variable selection. We f…