Publications:
A selected list of publications:
Gu J, Fu F, and Zhou Q
Penalized estimation of directed acyclic graphs from discrete data,
Statistics and Computing,
2018;
.
Zhou Q and Min S
Uncertainty quantification under group sparsity,
Biometrika,
2017; 104:
613-632.
Aragam Bryon and Zhou Qing
Concave penalized estimation of sparse Gaussian Bayesian networks,
Journal of Machine Learning Research,
2015; 16:
2273-2328.
Zhou Qing
Monte Carlo simulation for Lasso-type problems by estimator augmentation,
Journal of the American Statistical Association,
2014; 109:
1495-1516.
Fu Fei and Zhou Qing
Learning sparse causal Gaussian networks with experimental intervention: Regularization and coordinate descent,
Journal of the American Statistical Association,
2013; 108:
288-300.