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papers

Publications (14)

A Likelihood Ratio Framework for High Dimensional Semiparametric Regression

Yang Ning, Tianqi Zhao, Han Liu

Nonregular and Minimax Estimation of Individualized Thresholds in High Dimension with Binary Responses

Huijie Feng, Yang Ning, Jiwei Zhao

On Semiparametric Exponential Family Graphical Models

Zhuoran Yang, Yang Ning, Han Liu

Local and Global Inference for High Dimensional Nonparanormal Graphical Models

Quanquan Gu, Yuan Cao, Yang Ning +1

Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score

Yang Ning, Sida Peng, Kosuke Imai

Penalized pairwise pseudo likelihood for variable selection with nonignorable missing data

Jiwei Zhao, Yang Yang, Yang Ning

Efficient augmentation and relaxation learning for individualized treatment rules using observational data

Ying-Qi Zhao, Eric B. Laber, Yang Ning +2

Testing and Confidence Intervals for High Dimensional Proportional Hazards Model

Ethan X. Fang, Yang Ning, Han Liu

Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering

Xin Bing, Florentina Bunea, Yang Ning +1

A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations

Matey Neykov, Yang Ning, Jun S. Liu +1

High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality

Zhaoran Wang, Quanquan Gu, Yang Ning +1

High Dimensional Semiparametric Latent Graphical Model for Mixed Data

Jianqing Fan, Han Liu, Yang Ning +1

A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models

Yang Ning, Han Liu

physics.comp-ph2012

Numerical Study of the Properties of the Central Moment Lattice Boltzmann Method

Yang Ning, Kannan N. Premnath