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Chapter
2020

Variable Selection and Feature Screening

Liu, W. & Li, R., Jan 1 2020, Advanced Studies in Theoretical and Applied Econometrics. Springer, p. 293-326 34 p. (Advanced Studies in Theoretical and Applied Econometrics; vol. 52).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

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

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

1 Scopus citations
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

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

1 Scopus citations
2015

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

1 Scopus citations

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

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

1 Scopus citations
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

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

1 Scopus citations
2012

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

2 Scopus citations

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

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

7 Scopus citations

Testing Time Series Linearity. Traditional and Bootstrap Methods

Berg, A., McMurry, T. & Politis, D. N., 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

3 Scopus citations
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

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

1 Scopus citations

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

2009

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

Altman, N., 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

2007

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

4 Scopus citations
2006

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

2 Scopus citations

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