Statistics

College of Sciences

Works Published in 2015

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2015 journal article

Genome-wide association meta-analysis identifies five modifier loci of lung disease severity in cystic fibrosis

Nature Communications, 6(1).

By: H. Corvol, S. Blackman, P. Boëlle, P. Gallins, R. Pace, J. Stonebraker, F. Accurso, A. Clement ...

Source: Crossref
Added: February 5, 2020

2015 journal article

Identification of Novel Gene Targets and Putative Regulators of Arsenic-Associated DNA Methylation in Human Urothelial Cells and Bladder Cancer

Chemical Research in Toxicology, 28(6), 1144–1155.

By: J. Rager, S. Tilley, S. Tulenko, L. Smeester, P. Ray, A. Yosim, J. Currier, M. Ishida ...

Source: Crossref
Added: February 5, 2020

2015 journal article

A robust method for estimating optimal treatment regimes

Biometrics, 71, 271–273.

By: B. Zhang, A. Tsiatis, E. Laber & M. Davidian

Sources: Crossref, ORCID
Added: January 27, 2020

2015 chapter

Chapter 9: Value search estimators for optimal dynamic treatment regimes

In Adaptive Treatment Strategies in Practice (pp. 135–155).

By: M. Davidian, A. Tsiatis & E. Laber

Sources: Crossref, ORCID
Added: January 22, 2020

2015 journal article

Special issue on Bayesian nonparametrics

Journal of Statistical Planning and Inference, 166, 1.

By: S. Ghoshal, B. Kleijn, A. van der Vaart & H. van Zanten

Source: Crossref
Added: January 19, 2020

2015 journal article

Properties of Estimators in Exponential Family Settings with Observationbased Stopping Rules

Journal of Biometrics & Biostatistics, 07(01).

By: E. Milanzi & G. Molenberghs

Sources: Crossref, ORCID
Added: January 19, 2020

2015 journal article

On tests of activation map dimensionality for fMRI-based studies of learning

Frontiers in Neuroscience, 9.

By: J. Yang, L. Shmuelof, L. Xiao, J. Krakauer & B. Caffo

Source: ORCID
Added: January 15, 2020

2015 journal article

Movement prediction using accelerometers in a human population

Biometrics, 72(2), 513–524.

By: L. Xiao, B. He, A. Koster, P. Caserotti, B. Lange-Maia, N. Glynn, T. Harris, C. Crainiceanu

Source: ORCID
Added: January 15, 2020

2015 journal article

On the sample covariance matrix estimator of reduced effective rank population matrices, with applications to fPCA

Bernoulli, 21(2), 1200–1230.

By: F. Bunea & L. Xiao

Source: ORCID
Added: January 15, 2020

2015 journal article

Factors Associated with Parent Concern for Child Weight and Parenting Behaviors

Childhood Obesity, 11(3), 269–274.

By: K. Peyer, G. Welk, L. Bailey-Davis, S. Yang & J. Kim

Sources: Crossref, ORCID
Added: January 14, 2020

2015 journal article

Likelihood-based Inference with Missing Data Under Missing-at-Random

Scandinavian Journal of Statistics, 43(2), 436–454.

By: S. Yang & J. Kim

Sources: Crossref, ORCID
Added: January 14, 2020

2015 journal article

Longitudinal functional data analysis

Stat, 4(1), 212–226.

By: S. Park & A. Staicu

Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Comment

Journal of the American Statistical Association, 110(512), 1451–1454.

By: Y. Zhang & E. Laber

Source: Crossref
Added: January 13, 2020

2015 journal article

On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning

Stat, 4(1), 59–68.

By: R. Song, M. Kosorok, D. Zeng, Y. Zhao, E. Laber & M. Yuan

Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy

Statistics in Medicine, 35(8), 1245–1256.

By: E. Laber, Y. Zhao, T. Regh, M. Davidian, A. Tsiatis, J. Stanford, D. Zeng, R. Song, M. Kosorok

Sources: Crossref, ORCID
Added: January 13, 2020

2015 journal article

Convex Clustering: An Attractive Alternative to Hierarchical Clustering

PLoS Computational Biology, 11(5), e1004228.

By: G. Chen, E. Chi, J. Ranola & K. Lange

Source: ORCID
Added: December 6, 2019

2015 journal article

Splitting Methods for Convex Clustering

Journal of Computational and Graphical Statistics, 24(4), 994–1013.

By: E. Chi & K. Lange

Source: ORCID
Added: December 6, 2019

2015 journal article

High dimension low sample size asymptotics of robust PCA

Electronic Journal of Statistics, 9(1), 204–218.

By: Y. Zhou, J. Marron & others

Source: ORCID
Added: October 7, 2019

2015 journal article

Metabolomic evaluation of neutrophilic airway inflammation in cystic fibrosis

Chest, 148(2), 507–515.

Source: ORCID
Added: October 7, 2019

2015 journal article

The projack: a resampling approach to correct for ranking bias in high-throughput studies

Biostatistics, 17(1), 54–64.

By: Y. Zhou & F. Wright

Source: ORCID
Added: October 7, 2019