4 citations · 4 across the 4 of their papers we have counts for
4 papers
Compound Estimation for Binomials
Yan Chen, Lihua Lei
Many applications involve estimating the mean of multiple binomial outcomes as a common problem -- assessing intergenerational mobility of census tracts, estimating prevalence of i…
Adversarial Estimation of Binary Configuration Probabilities under Sparse Dependence
Alexandre Belloni, Yan Chen, Matthew Harding
We consider the problem of estimating binary configuration probabilities, which is common in operations management applications, including product bundling, advertising, etc. Exist…
Renewable Composite Quantile Method and Algorithm for Nonparametric Models with Streaming Data
Yan Chen, Shuixin Fang, Lu Lin
We are interested in renewable estimations and algorithms for nonparametric models with streaming data. In our method, the nonparametric function of interest is expressed through a…
Global Bias-Corrected Divide-and-Conquer by Quantile-Matched Composite for General Nonparametric Regressions
Yan Chen, Lu Lin
The issues of bias-correction and robustness are crucial in the strategy of divide-and-conquer (DC), especially for asymmetric nonparametric models with massive data. It is known t…