19 citations · 58 across the 15 of their papers we have counts for
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stat.ME2017
Strong Consistency of Spectral Clustering for Stochastic Block Models
Liangjun Su, Wuyi Wang, Yichong Zhang
In this paper we prove the strong consistency of several methods based on the spectral clustering techniques that are widely used to study the community detection problem in stocha…
stat.ME2017
Quasi-Bayesian Inference for Production Frontiers
Xiaobin Liu, Thomas Tao Yang, Yichong Zhang
We propose a quasi-Bayesian method to conduct inference for the production frontier. This approach combines multiple first-stage extreme quantile estimates by the quasi-Bayesian me…
stat.ME2017
Non-separable Models with High-dimensional Data
Liangjun Su, Takuya Ura, Yichong Zhang
This paper studies non-separable models with a continuous treatment when the dimension of the control variables is high and potentially larger than the effective sample size. We pr…