93 citations · 248 across the 30 of their papers we have counts for
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stat.ME2018★ 10 cited
Sufficient Dimension Reduction for Feasible and Robust Estimation of Average Causal Effect
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 mecha…
stat.ME2018★ 4 cited
Semiparametric Mixture Regression with Unspecified Error Distributions
Yanyuan Ma, Shaoli Wang, Lin Xu +1
In fitting a mixture of linear regression models, normal assumption is traditionally used to model the error and then regression parameters are estimated by the maximum likelihood…
math.ST2018★ 4 cited
A spline-assisted semiparametric approach to non-parametric measurement error models
Fei Jiang, Yanyuan Ma, Raymond J. Carroll
It is well known that the minimax rates of convergence of nonparametric density and regression function estimation of a random variable measured with error is much slower than the…