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Longitudinal Data Mathematics
Multilayer Mathematics
Tensor Mathematics
Sufficient Dimension Reduction Mathematics
Prodromal Symptoms Medicine & Life Sciences
Hybrid Modeling Mathematics
Mixed Effects Mathematics
Estimating Equation Mathematics

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Research Output 2015 2019

Common genetic variants have associations with human cortical brain regions and risk of schizophrenia

Bi, X., Feng, L., Wang, S., Lin, Z., Li, T., Zhao, B., Zhu, H. & Zhang, H., Jul 1 2019, In : Genetic epidemiology. 43, 5, p. 548-558 11 p.

Research output: Contribution to journalArticle

Prodromal Symptoms
Schizophrenia
Brain
Chromosomes
Genome-Wide Association Study

Individualized Multilayer Tensor Learning With an Application in Imaging Analysis

Tang, X., Bi, X. & Qu, A., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Multilayer
Tensor
Multimodality
Imaging
Breast Cancer

A mixed-effects estimating equation approach to nonignorable missing longitudinal data with Refreshment samples

Bi, X. & Qu, A., Oct 1 2018, In : Statistica Sinica. 28, 4, p. 1653-1675 23 p.

Research output: Contribution to journalArticle

Mixed Effects
Estimating Equation
Longitudinal Data
Missing Data
Nonignorable Missing Data
1 Citation (Scopus)

Modeling hybrid traits for comorbidity and genetic studies of alcohol and nicotine co-dependence

Zhang, H., Liu, D., Zhao, J. & Bi, X., Dec 1 2018, In : Annals of Applied Statistics. 12, 4, p. 2359-2378 20 p.

Research output: Contribution to journalArticle

Nicotine
Hybrid Modeling
Alcohol
Alcohols
Likelihood
1 Citation (Scopus)

Multilayer tensor factorization with applications to recommender systems

Bi, X., Qu, A. & Shen, X. T., Jan 1 2018, In : Annals of Statistics. 46, 6B, p. 3308-3333 26 p.

Research output: Contribution to journalArticle

Recommender Systems
Multilayer
Factorization
Tensor
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