Liuyi Hu

Works (4)

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2019 journal article

Going Off the Grid: Iterative Model Selection for Biclustered Matrix Completion

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(1), 36–47.

By: E. Chi , L. Hu, A. Saibaba  & A. Rao *

author keywords: Convex optimization; Degrees of freedom; Hutchinson estimator; Information criterion; Penalization; Sparse linear systems
Sources: Web Of Science, ORCID
Added: May 13, 2019

2019 journal article

MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL

STATISTICA SINICA, 29(3), 1585–1605.

By: L. Hu, W. Lu, J. Zhou * & H. Zhou

author keywords: Generalized linear mixed model (GLMM); Laplace approximation; MM algorithm; variance components selection
Source: Web Of Science
Added: July 29, 2019

2019 journal article

MM Algorithms for Variance Components Models

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(2), 350–361.

By: H. Zhou, L. Hu, J. Zho * & K. Lange *

author keywords: Global convergence; Linear mixed model (LMM); Matrix convexity; Maximum a posteriori (MAP) estimation; Minorization-maximization (MM); Multivariate response; Penalized estimation; Variance components model
Source: Web Of Science
Added: July 15, 2019

2016 journal article

Heal rate of metatarsal fractures: A propensity-matching study of patients treated with low-intensity pulsed ultrasound (LIPUS) vs. surgical and other treatments

INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 47(11), 2584–2590.

By: P. Nolte *, R. Anderson *, E. Strauss*, Z. Wang n, L. Hu, Z. Xu, R. Steen *

author keywords: Jones fracture; Open fracture; Tobacco smoking; Obesity
Source: Web Of Science
Added: August 6, 2018