8 citations · 17 across the 13 of their papers we have counts for
4 papers · 1 filter
Transporting survival of an HIV clinical trial to the external target populations
Dasom Lee, Sujit Ghosh, Shu Yang
Due to the heterogeneity of the randomized controlled trial (RCT) and external target populations, the estimated treatment effect from the RCT is not directly applicable to the tar…
Enhancing convolutional neural network generalizability via low-rank weight approximation
Chenyin Gao, Shu Yang, Anru R. Zhang
Noise is ubiquitous during image acquisition. Sufficient denoising is often an important first step for image processing. In recent decades, deep neural networks (DNNs) have been w…
Soft calibration for selection bias problems under mixed-effects models
Chenyin Gao, Shu Yang, Jae Kwang Kim
Calibration weighting has been widely used to correct selection biases in non-probability sampling, missing data, and causal inference. The main idea is to calibrate the biased sam…
Nearest neighbor ratio imputation with incomplete multi-nomial outcome in survey sampling
Chenyin Gao, Katherine Jenny Thompson, Shu Yang +1
Nonresponse is a common problem in survey sampling. Appropriate treatment can be challenging, especially when dealing with detailed breakdowns of totals. Often, the nearest neighbo…