Organization profile

Organization profile

Research Interests

Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

Quantitative Trait Loci Medicine & Life Sciences
planet Earth & Environmental Sciences
Estimator Mathematics
Genes Medicine & Life Sciences
Asthma Medicine & Life Sciences
Genome Medicine & Life Sciences
Covariates Mathematics
Statistical Models Medicine & Life Sciences

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Research Output 1973 2019

Bayesian multidimensional scaling procedure with variable selection

Lin, L. & Fong, D. K. H., Jan 1 2019, In : Computational Statistics and Data Analysis. 129, p. 1-13 13 p.

Research output: Contribution to journalArticle

Variable Selection
Scaling
Dimension Reduction
Side Information
Multivariate Regression
1 Citations

A computational-experimental framework for mapping plant coexistence

Jiang, L., Shi, C., Ye, M., Xi, F., Cao, Y., Wang, L., Zhang, M., Sang, M. & Wu, R., May 1 2018, In : Methods in Ecology and Evolution. 9, 5, p. 1335-1352 18 p.

Research output: Contribution to journalArticle

coexistence
plant communities
phenotype
quantitative trait loci
game theory

A Computationally Efficient Framework for Automatic Inertial Sensor Calibration

Balamuta, J. J., Molinari, R., Guerrier, S. & Yang, W., Feb 15 2018, In : IEEE Sensors Journal. 18, 4, p. 1636-1646 11 p., 8110606.

Research output: Contribution to journalArticle

Calibration
sensors
Sensors
Measurement errors
computer programs

A Conjugate Model for Dimensional Analysis

Shen, W. & Lin, D. K. J., Jan 2 2018, In : Technometrics. 60, 1, p. 79-89 11 p.

Research output: Contribution to journalArticle

Dimensional Analysis
Water waves
Regression analysis
Physics
Statistics
1 Citations

Adaptive-weight burden test for associations between quantitative traits and genotype data with complex correlations

Wu, X., Guan, T., Liu, D., Novelo, L. G. L. & Bandyopadhyay, D., Sep 1 2018, In : Annals of Applied Statistics. 12, 3, p. 1558-1582 25 p.

Research output: Contribution to journalArticle

Genotype
Genes
Glucose
Throughput
Statistics

Advancing science and technology with big data analytics

Li, J., Jun 1 2018, In : Statistical Analysis and Data Mining. 11, 3, 1 p.

Research output: Contribution to journalEditorial

Big data
Confidence Bands
Confidence Region
Geometric Approach
Coverage
Functional Data Analysis

A mapping framework of competition–cooperation QTLs that drive community dynamics

Jiang, L., He, X., Jin, Y., Ye, M., Sang, M., Chen, N., Zhu, J., Zhang, Z., Li, J. & Wu, R., Dec 1 2018, In : Nature Communications. 9, 1, 3010.

Research output: Contribution to journalArticle

Statistical methods
Bacteria
Genes
Ecology
System theory

An alternative robust estimator of average treatment effect in causal inference

Liu, J., Ma, Y. & Wang, L., Sep 1 2018, In : Biometrics. 74, 3, p. 910-923 14 p.

Research output: Contribution to journalArticle

Average Treatment Effect
Causal Inference
Propensity Score
Robust Estimators
Alternatives

An ecophysiologically based mapping model identifies a major pleiotropic QTL for leaf growth trajectories of Phaseolus vulgaris

Wei, K., Wang, J., Sang, M., Zhang, S., Zhou, H., Jiang, L., Clavijo Michelangeli, J. A., Vallejos, C. E. & Wu, R., Sep 1 2018, In : Plant Journal. 95, 5, p. 775-784 10 p.

Research output: Contribution to journalArticle

Phaseolus
Quantitative Trait Loci
Phaseolus vulgaris
trajectories
quantitative trait loci

Projects 2004 2023

Genome-Wide Association Study
Mutation
Genes
Software
RNA
acquired immune deficiency syndrome
human immunodeficiency virus
prediction
occupation
population size
Epigenomics
Genome
Cell Line
Gene Expression
Inborn Genetic Diseases

VISION: ValIdated Systematic IntegratiON of epigenomic data

Hardison, R. C., Zhang, Y., Bodine, D. M., Taylor, J. P., Blobel, G. & Weiss, M.

National Institutes of Health

7/18/165/31/21

Project: Research projectResource-Related Research Projects

Epigenomics
Research Personnel
Regulator Genes
Hematopoietic Stem Cells
Genes

Penn State Biomedical Big Data to Knowledge (B2D2K) Training Program

Honavar, V. G., Ritchie, M. D. & Li, R.

National Institutes of Health

4/1/163/31/21

Project: Research projectInstitutional National Research Service Award

Health
Bioinformatics
Statistics
Information science
Big data
drug abuse
Substance-Related Disorders
Behavioral Sciences
HIV
mentoring

Computation, Bioinformatics, and Statistics (CBIOS) Training Program

Makova, K. D., Makova, K. D., Chiaromonte, F., Ghosh, D., Shashikant, C. S. & Hardison, R. C.

National Institutes of Health

7/1/136/30/23

Project: Research projectInstitutional National Research Service Award

Computational Biology
Aptitude
Education
Genomics
Research

Estimation and Projection of HIV/AIDS Epidemics

Bao, L.

National Institutes of Health

8/15/167/31/17

Project: Research projectHigh Priority, Short Term Project Award

acquired immune deficiency syndrome
human immunodeficiency virus
subpopulation
prediction
software

Bayesian Methods for Epistasis Association Mapping

Zhang, Y.

National Institutes of Health

8/15/086/30/17

Project: Research projectResearch Project

Bayes Theorem
Genome
Haplotypes
Human Genome
Penetrance

New Statistical Models for Intensive Longitudinal Data

Li, R. & Dierker, L.

National Institutes of Health

9/26/077/31/12

Project: Research projectExploratory/Developmental Grants

health
drug use
nicotine
alcohol
estimation procedure