Research Output

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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

2019

Modern phylogenomics: Building phylogenetic trees using the multispecies coalescent model

Liu, L., Anderson, C., Pearl, D. & Edwards, S. V., Jan 1 2019, Methods in Molecular Biology. Humana Press Inc., p. 211-239 29 p. (Methods in Molecular Biology; vol. 1910).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
2018

A review of exoplanets detection methods

Babu, G. J., Jan 1 2018, Springer Proceedings in Mathematics and Statistics. Springer New York LLC, p. 79-87 9 p. (Springer Proceedings in Mathematics and Statistics; vol. 244).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Stochastic Population Models

Fricks, J. & Hanks, E., 2018, Handbook of Statistics. Srinivasa Rao, A. S. R. & Rao, C. R. (eds.). Elsevier B.V., p. 443-480 38 p. (Handbook of Statistics; vol. 39).

Research output: Chapter in Book/Report/Conference proceedingChapter

2017

A review on dimension-reduction based tests for regressions

Guo, X. & Zhu, L., Jan 1 2017, From Statistics to Mathematical Finance: Festschrift in Honour of Winfried Stute. Springer International Publishing, p. 105-125 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

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

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

Time series of extremes

Reich, B. J. & Shaby, B. A., Jan 6 2016, Extreme Value Modeling and Risk Analysis: Methods and Applications. CRC Press, p. 131-152 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

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

Photo composition feedback and enhancement exploiting spatial design categories and the notan dark-light principle

Li, J., Yao, L. & Wang, J. Z., Jan 1 2015, Mobile Cloud Visual Media Computing: From Interaction to Service. Springer International Publishing, p. 113-144 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations
2014

On aesthetics and emotions in scene images: A computational perspective

Joshi, D., Datta, R., Fedorovskaya, E., Lu, X., Luong, Q. T., Wang, J. Z., Li, J. & Luo, J., Jan 1 2014, Scene Vision: Making Sense of What We See. The MIT Press, p. 241-272 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2013

Penn State University Department of Statistics

Harkness, W., Hettmansperger, T., Lin, D. K. J. & Rosenberger, J. L., Nov 1 2013, Strength in Numbers: The Rising of Academic Statistics Departments in the U. S.. Springer New York, p. 199-214 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Statistical methods for astronomy

Feigelson, E. D. & Babu, G. J., Jan 1 2013, Planets, Stars and Stellar Systems Volume 2: Astronomical Techniques, Software, and Data. Springer Netherlands, p. 445-480 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations

Using a distributed SDP approach to solve simulated protein molecular conformation problems

Fang, X. & Toh, K. C., Nov 1 2013, Distance Geometry: Theory, Methods, and Applications. Springer New York, Vol. 9781461451280. p. 351-376 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

6 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
2011

Bandwidth selection in an EM-like algorithm for nonparametric multivariate mixtures

Benaglia, T., Chauveau, D. & Hunter, D. R., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 15-27 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

11 Scopus citations

Deconvolution density estimation on the space of positive definite symmetric matrices

Kim, P. T. & Richards, D., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 147-168 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations

Gaussian random field models for spatial data

Haran, M., May 10 2011, Handbook of Markov Chain Monte Carlo. CRC Press, p. 449-478 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

24 Scopus citations

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

Statistical models for globular cluster luminosity distribution

Buot, M. L. G. & Richards, D. S. P., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 58-68 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2009

Algebraic geometry of 2×2 contingency tables

Slavković, A. B. & Fienberg, S. E., Jan 1 2009, Algebraic and Geometric Methods in Statistics. Cambridge University Press, p. 63-82 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

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

Statistical inference for response surface optima

Lin, D. K. J. & Peterson, J. J., Jan 1 2006, Response Surface Methodology and Related Topics. World Scientific Publishing Co., p. 65-88 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations
2004

Linear mixed effects models with flexible generalized skew-elliptical random effects

Ma, Y., Genton, M. G. & Davidian, M., Jan 1 2004, Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality. CRC Press, p. 339-358 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

24 Scopus citations
2003

Automated scoring of polygraph data

Slavkovic, A. B., Jan 1 2003, Statistical Data Mining and Knowledge Discovery. CRC Press, p. 135-154 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Ch. 2. Industrial experimentation for screening

Lin, D. K. J., Dec 1 2003, Statistics in Industry. Khattree, R. & Rao, C. R. (eds.). p. 33-73 41 p. (Handbook of Statistics; vol. 22).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations

Ch. 20. Point processes in astronomy: Exciting events in the universe

Scargle, J. D. & Babu, G. J., Dec 1 2003, Stochastic Processes: Modelling and Simulation. Shanbhag, D. N. & Rao, C. R. (eds.). p. 795-825 31 p. (Handbook of Statistics; vol. 21).

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Ch. 4. Uniform experimental designs and their applications in industry

Fang, K. T. & Lin, D. K. J., Dec 1 2003, Statistics in Industry. Khattree, R. & Rao, C. R. (eds.). p. 131-170 40 p. (Handbook of Statistics; vol. 22).

Research output: Chapter in Book/Report/Conference proceedingChapter

128 Scopus citations

Nonparametric Models for ANOVA and ANCOVA: A Review

Akritas, M. G. & Brunner, E., Jan 1 2003, Recent Advances and Trends in Nonparametric Statistics. Elsevier Inc., p. 79-91 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations
1985

LINEAR CALIBRATION GRAPH AND ITS CONFIDENCE BANDS FROM REGRESSION ON TRANSFORMED DATA.

Kurtz, D. A., Rosenberger, J. L. & Tamayo, G. J., Jan 1 1985, ACS Symposium Series. ACS, p. 133-165 33 p. (ACS Symposium Series).

Research output: Chapter in Book/Report/Conference proceedingChapter

9 Scopus citations