1 citations · 1 across the 4 of their papers we have counts for
4 papers
Multi-Group Quadratic Discriminant Analysis via Projection
Yuchao Wang, Tianying Wang
Multi-group classification arises in many prediction and decision-making problems, including applications in epidemiology, genomics, finance, and image recognition. Although classi…
A powerful transformation of quantitative responses for biobank-scale association studies
Yaowu Liu, Tianying Wang
In linear regression models with non-Gaussian errors, transformations of the response variable are widely used in a broad range of applications. Motivated by various genetic associ…
A Semiparametric Quantile Single-Index Model for Zero-Inflated Outcomes
Zirui Wang, Tianying Wang
We consider the complex data modeling problem motivated by the zero-inflated and overdispersed data from microbiome studies. Analyzing how microbiome abundance is associated with h…
Debiased high-dimensional regression calibration for errors-in-variables log-contrast models
Huali Zhao, Tianying Wang
Motivated by the challenges in analyzing gut microbiome and metagenomic data, this work aims to tackle the issue of measurement errors in high-dimensional regression models that in…