Publications
Interquantile Shrinkage in Regression Models." J Comput Graph Stat 22, no. 4 (2013).
" Joint Modeling of Longitudinal and Cure-survival Data." J Stat Theory Pract 7, no. 2 (2013): 324-344.
"Kappa statistic for clustered dichotomous responses from physicians and patients." Stat Med 32, no. 21 (2013): 3700-19.
"Latent Supervised Learning." J Am Stat Assoc 108, no. 503 (2013).
"Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type." Psychiatry Res 211, no. 1 (2013): 1-10.
"logi: Logistic regression using forward selection (R).. 2.0 ed., 2013.
A longitudinal functional analysis framework for analysis of white matter tract statistics." Inf Process Med Imaging 23 (2013): 220-31.
"Marginal additive hazards model for case-cohort studies with multiple disease outcomes: an application to the Atherosclerosis Risk in Communities (ARIC) study." Biostatistics 14, no. 1 (2013): 28-41.
"MASS: meta-analysis of score statistics for sequencing studies." Bioinformatics 29, no. 14 (2013): 1803-5.
"MASS: Meta-analysis of sequencing studies (C).. 5.0 ed., 2013.
Medical records-based postmarketing safety evaluation of rare events with uncertain status." J Biopharm Stat 23, no. 4 (2013): 744-55.
"Medical records-based postmarketing safety evaluation of rare events with uncertain status." J Biopharm Stat 23, no. 1 (2013): 201-12.
"Meta-analysis of gene-level associations for rare variants based on single-variant statistics." Am J Hum Genet 93, no. 2 (2013): 236-48.
"Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression." Comput Stat Data Anal 67 (2013): 15-24.
"More efficient estimators for case-cohort studies." Biometrika 100, no. 3 (2013): 695-708.
"MOST: Multivariate outcome score test (C).. 1.0 ed., 2013.
Multicategory reclassification statistics for assessing improvements in diagnostic accuracy." Biostatistics 14, no. 2 (2013): 382-94.
"Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data." Neuroimage 72 (2013): 91-105.
"Nomenclature for alleles of the thiopurine methyltransferase gene." Pharmacogenet Genomics 23, no. 4 (2013): 242-8.
"Nonparametric estimation of the mean function for recurrent event data with missing event category." Biometrika 100, no. 3 (2013).
"A nonparametric spatial model for periodontal data with non-random missingness." J Am Stat Assoc 108, no. 503 (2013).
"The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing." Biometrika 100, no. 2 (2013): 495-502.
"Pharmacogenetics, enzyme probes and therapeutic drug monitoring as potential tools for individualizing taxane therapy." Pharmacogenomics 14, no. 5 (2013): 555-74.
"Pharmacogenomics as a risk mitigation strategy for chemotherapeutic cardiotoxicity." Pharmacogenomics 14, no. 2 (2013): 205-13.
"Prediction of a time-to-event trait using genome wide SNP data." BMC Bioinformatics 14 (2013): 58.
"Quantitative trait analysis in sequencing studies under trait-dependent sampling." Proc Natl Acad Sci U S A 110, no. 30 (2013): 12247-52.
"Randomized phase II cancer clinical tirals. Boca Raton: Chapman & Hall/CRC Press, 2013.
Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions." Biometrika 100, no. 3 (2013).
"ROC curve estimation under test-result-dependent sampling." Biostatistics 14, no. 1 (2013): 160-72.
"Sample size considerations of prediction-validation methods in high-dimensional data for survival outcomes." Genet Epidemiol 37, no. 3 (2013): 276-82.
"Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm." Stat Med 32, no. 12 (2013): 2140-54.
"SCORE-Seq: Score tests for detecting disease associations with rare variants in sequencing studies (C).. 5.0 ed., 2013.
Semiparametric inference on the penetrances of rare genetic mutations based on a case-family design." J Stat Plan Inference 143, no. 2 (2013): 368-377.
"SEMIPARAMETRIC ROC ANALYSIS USING ACCELERATED REGRESSION MODELS." Stat Sin 23 (2013): 829-851.
"skda: Sparse (multicategory) kernel discriminant analysis (R).. 0.1 ed., 2013.
snplist: Tools to create gene sets (R).. 0.12 ed., 2013.
Sorting the wheat from the chaff: How do we know which cancer therapies really work? . Huffington Post, 2013.
Statistical considerations in biosimilar assessment using biosimilarity index." J Bioequivalence Bioavailab 5, no. 5 (2013): 209-214.
"Tensor Regression with Applications in Neuroimaging Data Analysis." J Am Stat Assoc 108, no. 502 (2013): 540-552.
"Ten-year experience with extended criteria cardiac transplantation." Circ Heart Fail 6, no. 6 (2013): 1230-8.
"Translational studies of phenotypic probes for the mononuclear phagocyte system and liposomal pharmacology." J Pharmacol Exp Ther 347, no. 3 (2013): 599-606.
"Unified Analysis of Secondary Traits in Case-Control Association Studies." J Am Stat Assoc 108, no. 502 (2013).
"Variable Selection for Nonparametric Quantile Regression via Smoothing Spline AN OVA." Stat 2, no. 1 (2013): 255-268.
"Variable selection for optimal treatment decision." Stat Methods Med Res 22, no. 5 (2013): 493-504.
"VARYING COEFFICIENT MODEL FOR MODELING DIFFUSION TENSORS ALONG WHITE MATTER TRACTS." Ann Appl Stat 7, no. 1 (2013): 102-125.
"Accelerated intensity frailty model for recurrent events data." Biometrics 70, no. 3 (2014): 579-87.
" Analysis of gene-gene interactions using gene-trait similarity regression." Hum Hered 78, no. 1 (2014): 17-26.
"The analysis of multivariate longitudinal data: a review." Stat Methods Med Res 23, no. 1 (2014): 42-59.
"Assessing model fit in joint models of longitudinal and survival data with applications to cancer clinical trials." Stat Med 33, no. 27 (2014): 4715-33.
" Bayesian Case-deletion Model Complexity and Information Criterion." Stat Interface 7, no. 4 (2014): 531-542.
"Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome." Biometrics 70, no. 4 (2014): 1003-13.
"Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching." Lifetime Data Anal 20, no. 1 (2014): 76-105.
"Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers." J Am Stat Assoc 109, no. 507 (2014): 997-990.
"Bayesian meta-experimental design for evaluating cardiovascular risk." In Quantitative Evaluation if Safety in Drug Development: Design, Analysis and Reporting, 13-38. Boca Raton: Chapman & Hall / CRC Press, 2014.
"Bayesian Sensitivity Analysis of Statistical Models with Missing Data." Stat Sin 24, no. 2 (2014): 871-896.
"Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program." Stat Med 33, no. 9 (2014): 1600-18.
"Bayesian Transformation Models for Multivariate Survival Data." Scand Stat Theory Appl 41, no. 1 (2014): 187-199.
"Censored Rank Independence Screening for High-dimensional Survival Data." Biometrika 101, no. 4 (2014): 799-814.
"The Closure Principle Revisited., 2014.
Comment on "Dynamic treatment regimes: technical challenges and applications"." Electron J Stat 8, no. 1 (2014): 1290-1300.
"Common variants in psychiatric risk genes predict brain structure at birth." Cereb Cortex 24, no. 5 (2014): 1230-46.
"cSFM: Covariate-adjusted skewed functional model (R).. 1.1 ed., 2014.
Discussion of combining biomarkers to optimize patient treatment recommendations." Biometrics 70, no. 3 (2014): 713-6.
"Discussion of "Combining biomarkers to optimize patient treatment recommendation"." Biometrics 70, no. 3 (2014): 707-10.
"DTIPrep: quality control of diffusion-weighted images." Front Neuroinform 8 (2014): 4.
"Dynamic treatment regimes: technical challenges and applications." Electron J Stat 8, no. 1 (2014): 1225-1272.
"Efficient Estimation of Semiparametric Transformation Models for Two-Phase Cohort Studies." J Am Stat Assoc 109, no. 505 (2014): 371-383.
"An Empirical Bayes Method for Multivariate Meta-analysis with an Application in Clinical Trials." Commun Stat Theory Methods 43, no. 16 (2014): 3536-3551.
"Empirical Likelihood for Estimating Equations with Nonignorably Missing Data." Stat Sin 24, no. 2 (2014): 723-747.
"Environmental and genetic contributors to salivary testosterone levels in infants." Front Endocrinol (Lausanne) 5 (2014): 187.
"Estimating effect of environmental contaminants on women's subfecundity for the MoBa study data with an outcome-dependent sampling scheme." Biostatistics 15, no. 4 (2014): 636-50.
" Estimation of optimal dynamic treatment regimes." Clin Trials 11, no. 4 (2014): 400-407.
" Flexible stopping boundaries when changing primary endpoints after unblinded interim analyses." J Biopharm Stat 24, no. 4 (2014): 817-33.
"FMEM: functional mixed effects modeling for the analysis of longitudinal white matter Tract data." Neuroimage 84 (2014): 753-64.
"Functional-mixed effects models for candidate genetic mapping in imaging genetic studies." Genet Epidemiol 38, no. 8 (2014): 680-91.
"GENE-LEVEL PHARMACOGENETIC ANALYSIS ON SURVIVAL OUTCOMES USING GENE-TRAIT SIMILARITY REGRESSION." Ann Appl Stat 8, no. 2 (2014): 1232-1255.
"Genetic association analysis under complex survey sampling: the Hispanic Community Health Study/Study of Latinos." Am J Hum Genet 95, no. 6 (2014): 675-88.
"A global logrank test for adaptive treatment strategies based on observational studies." Stat Med 33, no. 5 (2014): 760-71.
" Hypothesis testing for band size detection of high-dimensional banded precision matrices." Biometrika 101, no. 2 (2014): 477-483.
"On the impact of covariate measurement error on spatial regression modelling." Environmetrics 25, no. 8 (2014): 560-570.
"Impact of sex and gonadal steroids on neonatal brain structure." Cereb Cortex 24, no. 10 (2014): 2721-31.
" Increase in speech recognition due to linguistic mismatch between target and masker speech: monolingual and simultaneous bilingual performance." J Speech Lang Hear Res 57, no. 3 (2014): 1089-97.
"Inference about the expected performance of a data-driven dynamic treatment regime." Clin Trials 11, no. 4 (2014): 408-417.
"Integrative gene set analysis of multi-platform data with sample heterogeneity." Bioinformatics 30, no. 11 (2014): 1501-7.
"Interaction Screening for Ultra-High Dimensional Data." J Am Stat Assoc 109, no. 507 (2014): 1285-1301.
"Interactive model building for -learning." Biometrika 101, no. 4 (2014): 831-847.
"Interpretable treatment regimes., 2014.
Interquantile Shrinkage and Variable Selection in Quantile Regression." Comput Stat Data Anal 69 (2014): 208-219.
"