no code implementations • 31 Dec 2022 • Fei Jiang, Yeqing Zhou, Jianxuan Liu, Yanyuan Ma
Correcting for the estimation bias due to the covariate noise leads to a non-convex target function to minimize.
1 code implementation • 5 Nov 2018 • Trinetri Ghosh, Yanyuan Ma, Xavier de Luna
When estimating the treatment effect in an observational study, we use a semiparametric locally efficient dimension reduction approach to assess both the treatment assignment mechanism and the average responses in both treated and nontreated groups.
Methodology
no code implementations • 12 Mar 2015 • Ting-Li Chen, Su-Yun Huang, Yanyuan Ma, I-Ping Tu
Our operator and functional analysis based approach facilitates a compact and rigorous formulation of the functional inverse regression problem.