Statistics

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

Nature Communications, 6(1).

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.

A robust method for estimating optimal treatment regimes

Biometrics, 71, 271–273.

Chapter 9: Value search estimators for optimal dynamic treatment regimes

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

Special issue on Bayesian nonparametrics

Journal of Statistical Planning and Inference, 166, 1.

Properties of Estimators in Exponential Family Settings with Observationbased Stopping Rules

Journal of Biometrics & Biostatistics, 07(01).

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

Frontiers in Neuroscience, 9.

Movement prediction using accelerometers in a human population

Biometrics, 72(2), 513–524.

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

Bernoulli, 21(2), 1200–1230.

Factors Associated with Parent Concern for Child Weight and Parenting Behaviors

Childhood Obesity, 11(3), 269–274.

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

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

Longitudinal functional data analysis

Stat, 4(1), 212–226.

Comment

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

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

Stat, 4(1), 59–68.

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.

Convex Clustering: An Attractive Alternative to Hierarchical Clustering

PLoS Computational Biology, 11(5), e1004228.

Splitting Methods for Convex Clustering

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

High dimension low sample size asymptotics of robust PCA

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

Metabolomic evaluation of neutrophilic airway inflammation in cystic fibrosis

Chest, 148(2), 507–515.

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

Biostatistics, 17(1), 54–64.