Center for Statistical Genetics

  • United States

Research Output 1982 2019

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Chapter
2018

New statistical methods inspired by data collected from alcohol and substance abuse research

Buu, A. & Li, R., Jan 18 2018, Alcohol Use Disorders: A Developmental Science Approach to Etiology. Oxford University Press, p. 354-366 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Alcoholism
Substance-Related Disorders
Research
Outcome Assessment (Health Care)
2017

Quantitative methods and bayesian models for flow cytometry analysis in HIV/AIDS research

Lin, L. & Chan, C., Jan 1 2017, Quantitative Methods for HIV/AIDS Research. CRC Press, p. 135-156 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Flow Cytometry
Bayes Theorem
Bayesian Model
Acquired Immunodeficiency Syndrome
HIV

The contribution of angiogenesis to variation in bone development and evolution

Percival, C. J., Kawasaki, K., Huang, Y., Weiss, K., Jabs, E. W., Li, R. & Richtsmeier, J. T., Jan 1 2017, Building Bones: Bone Formation and Development in Anthropology. Cambridge University Press, p. 26-51 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

phylogeny
weaver
social behavior
cognition
diagnostic
2016

[No title available]

Luo, J., Berg, A., Ahn, K., Das, K., Li, J., Wang, Z., Li, Y. & Wu, R., Apr 19 2016, Handbook of Adaptive Designs in Pharmaceutical and Clinical Development. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Study design for sequencing studies

Honaas, L. A., Altman, N. S. & Krzywinski, M., Jan 1 2016, Methods in Molecular Biology. Humana Press Inc., p. 39-66 28 p. (Methods in Molecular Biology; vol. 1418).

Research output: Chapter in Book/Report/Conference proceedingChapter

Genomics
DNA Sequence Analysis
Molecular Biology
Research Design
RNA
2015
1 Citation (Scopus)

Functional mapping: How to map genes for phenotypic plasticity of development

Sun, L., Jiang, L., Ye, M., Zhu, X., Wang, J., Gosik, K. & Wu, R., Jul 10 2015, Evolutionary Biology: Biodiversification from Genotype to Phenotype. Springer International Publishing, p. 3-17 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

phenotypic plasticity
Plasticity
quantitative trait loci
Genes
Quantitative Trait Loci

Local modeling: Density estimation and nonparametric regression

Fan, J. & Li, R., Jan 1 2015, Advanced Medical Statistics. World Scientific Publishing Co., p. 1125-1171 47 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Density Estimation
Nonparametric Regression
Modeling
1 Citation (Scopus)

Replicating sequencing-based association studies of rare variants

Liu, D. & Leal, S. M., Jan 1 2015, Assessing Rare Variation in Complex Traits: Design and Analysis of Genetic Studies. Springer New York, p. 201-213 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Exome
Genes
Chromosome Mapping
Genetic Models
Population Genetics
2013

Modeling the Pharmacogenetic Architecture of Drug Response

Lu, Y., Li, X., Feng, S., Li, Y., Zeng, X., Li, M., Liu, X. & Wu, R., Aug 27 2013, Pharmacogenomics. Elsevier Inc., p. 295-308 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Pharmacogenetics
Genome-Wide Association Study
Pharmaceutical Preparations
Precision Medicine
Drug and Narcotic Control
1 Citation (Scopus)

Systems mapping: A computational tool for personalized medicine

Fu, G., Liu, J., Luo, J., Wang, Z., Wang, Y., Wang, N. & Wu, R., Jan 1 2013, Handbook of Personalized Medicine: Advances in Nanotechnology, Drug Delivery and Therapy. Pan Stanford Publishing Pte. Ltd., p. 321-340 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Precision Medicine
Nanotechnology
Medicine
2012
2 Citations (Scopus)

A Local Linear Estimation Procedure for Functional Multilevel Modeling

Li, R., Root, T. L. & Shiffman, S., Mar 22 2012, Models for Intensive Longitudinal Data. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Linear Models
Research Personnel
Research
Pharmaceutical Preparations

Functional mapping of developmental processes: Theory, applications, and prospects

Das, K., Huang, Z., Liu, J., Fu, G., Li, J., Li, Y., Tong, C., Gai, J. & Wu, R., Jan 1 2012, Quantitative Trait Loci (QTL): Methods and Protocols. Humana Press Inc., p. 227-243 17 p. (Methods in Molecular Biology; vol. 871).

Research output: Chapter in Book/Report/Conference proceedingChapter

Quantitative Trait Loci
Biological Models
Systems Biology
Internal-External Control
7 Citations (Scopus)

Statistical models for genetic mapping in polyploids: Challenges and opportunities

Li, J., Das, K., Liu, J., Fu, G., Li, Y., Tobias, C. & Wu, R., Jan 1 2012, Quantitative Trait Loci (QTL): Methods and Protocols. Humana Press Inc., p. 245-261 17 p. (Methods in Molecular Biology; vol. 871).

Research output: Chapter in Book/Report/Conference proceedingChapter

Polyploidy
Statistical Models
Chromosome Mapping
Chromosomes
Genome
3 Citations (Scopus)

Testing Time Series Linearity. Traditional and Bootstrap Methods

Berg, A., McMurry, T. & Politis, D. N., Jan 1 2012, Handbook of Statistics. Elsevier B.V., p. 27-42 16 p. (Handbook of Statistics; vol. 30).

Research output: Chapter in Book/Report/Conference proceedingChapter

Bootstrap Method
Linearity
Time series
Testing
Resampling
2011

Functional Mapping for Predicting Drug Response and Enabling Personalized Medicine

Li, Y., Hou, W., Zhao, W., Ahn, K. & Wu, R., Nov 7 2011, Systems Bio in Drug Discovery. John Wiley and Sons, p. 303-321 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Precision Medicine
Pharmaceutical Preparations
1 Citation (Scopus)

Iterative conditional maximization algorithm for nonconcave penalized likelihood

Zhang, Y. & Li, R., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 336-351 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Penalized Likelihood
Poisson Regression
Quadratic Approximation
Local Approximation
Penalty Function

Recent history functional linear models

Kim, K., Sentürk, D. & Li, R., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 169-182 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Functional Linear Model
Varying Coefficient Model
Sliding Window
Estimation Algorithms
Smoothing
2009

Batches and Blocks, Sample Pools and Subsamples in the Design and Analysis of Gene Expression Studies

Altman, N. S., Nov 2 2009, Batch Effects and Noise in Microarray Experiments: Sources and Solutions. Wiley-Blackwell, p. 33-50 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Gene expression
Linear Models
Research Personnel
Gene Expression
Microarrays
2007
4 Citations (Scopus)

An overview on variable selection for longitudinal data

Dziak, J. J. & Li, R., Jan 1 2007, Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques. World Scientific Publishing Co., p. 3-24 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

imidazole mustard
Patient Selection
Bandages
Research Personnel
2006
2 Citations (Scopus)

An overview on nonparametric and semiparametric techniques for longitudinal data

Fan, J. & Li, R., Jan 1 2006, Frontiers in Statistics: Dedicated to Peter John Bickel in Honor of his 65th Birthday. Imperial College Press, p. 277-303 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Longitudinal Data Analysis
Semiparametric Model
Nonparametric Model
Longitudinal Data
Review

A stabilized uniform Q-Q plot to detect non-multinormality

Fang, K. T., Liang, J., Hickernell, F. J. & Li, R., Jan 1 2006, Random Walk, Sequential Analysis and Related Topics: A Festschrift in Honor of Yuan-Shih Chow. World Scientific Publishing Co., p. 254-268 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Acceptance region
Q-Q Plot
Spherical Distribution
High-dimensional Data
Data analysis