Projects per year
Personal profile
Research interests
Causal Inference, Big Data, Missing Data, Bayesian Inference, Statistical Consulting
Teaching
Stat 5021 2016 Spring
Stat 4051 2016 Fall
Stat 4052 2017 Spring
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, University of North Carolina
Award Date: Aug 1 2013
MS, Mathematics, University of Science and Technology of China
Award Date: Jun 2 2010
Research Interest Keywords
- Causal Inference
- Statistical Consulting
- statistics
- Big Data
Fingerprint
The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 5 Finished
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Statistical Methods for Enhanced Mapping of Microbiome Relationships
Liu, L. (PI)
FRED HUTCHINSON CANCER CENTER, NATIONAL INSTITUTES OF HEALTH (NIH)
9/15/23 → 7/31/24
Project: Research project
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Liu: Statistical Methods for Large Microbiome Studies of Cardiovascular Disease Risk Factors
Liu, L. (PI)
FRED HUTCHINSON CANCER CENTER, NATIONAL INSTITUTES OF HEALTH (NIH)
3/15/21 → 3/31/24
Project: Research project
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Liu: Characterizing CKD patients using multi-domain biomarkers
Liu, L. (PI)
UNIVERSITY OF PENNSYLVANIA, NIH NATL INST OF DIABETES/DIG/KIDNEY DIS
5/1/20 → 6/30/22
Project: Research project
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Efficient Inferences in Task-evoked fMRI Studies
Liu, L. (PI), Cook, R. D. (CoI), Eberly, L. (CoI) & Yacoub, E. (CoI)
THE NATIONAL SCIENCE FOUNDATION
9/1/19 → 8/31/23
Project: Research project
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Health, Neighborhood Context, and Mobility (NIH R01HD090014)
Osypuk, T. L. (PI), Liu, L. (CoI), Nelson, T. F. (CoI) & Schmidt, N. M. (CoI)
NIH NATL INST OF CHILD HEALTH/HUMAN DEV
9/19/17 → 5/31/23
Project: Research project
Research output
- 24 Article
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Envelopes for multivariate linear regression with linearly constrained coefficients
Cook, R. D., Forzani, L. & Liu, L., Jun 2024, In: Scandinavian Journal of Statistics. 51, 2, p. 429-446 18 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Semiparametrically Efficient Method for Enveloped Central Space
Ma, L., Wang, J., Chen, H. & Liu, L., 2024, In: Journal of the American Statistical Association. 119, 547, p. 2166-2177 12 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Partial least squares for simultaneous reduction of response and predictor vectors in regression
Cook, R. D., Forzani, L. & Liu, L., Jul 2023, In: Journal of Multivariate Analysis. 196, 105163.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Normobaric Hyperoxia Combined with Endovascular Treatment for Patients with Acute Ischemic Stroke: A Randomized Controlled Clinical Trial
Li, W., Qi, Z., Ma, Q., Ding, J., Wu, C., Song, H., Yang, Q., Duan, J., Liu, L., Kang, H., Wu, L., Ji, K., Zhao, W., Li, C., Sun, C., Li, N., Fisher, M., Ji, X. & Liu, K. J., Aug 23 2022, In: Neurology. 99, 8, p. E824-E834Research output: Contribution to journal › Article › peer-review
47 Scopus citations -
Regression-based negative control of homophily in dyadic peer effect analysis
Liu, L. & Tchetgen Tchetgen, E., Jun 2022, In: Biometrics. 78, 2, p. 668-678 11 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations