no code implementations • 9 Jun 2021 • Jiayi Wang, Raymond K. W. Wong, Xiaojun Mao, Kwun Chuen Gary Chan
In particular, the proposed method achieves a stronger guarantee than existing work in terms of the scaling with respect to the observation probabilities, under asymptotically heterogeneous missing settings (where entry-wise observation probabilities can be of different orders).
1 code implementation • 3 Jul 2018 • Yuxiang Xie, Kwun Chuen Gary Chan
We also provide theoretical results on the power of our variables selection method in a linear regression model or a logistic regression model.
Methodology 62