Publications
Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight-Loss Treatments for Overweight and Obese Adults With Knee Osteoarthritis: Data From a Single-Center Randomized Trial." Arthritis Care Res (Hoboken) 73, no. 5 (2021): 693-701.
"Predicting risk of chemotherapy-induced severe neutropenia: A pooled analysis in individual patients data with advanced lung cancer." Lung Cancer 141 (2020): 14-20.
"Predictive accuracy of markers or risk scores for interval censored survival data." Stat Med 39, no. 18 (2020): 2437-2446.
"Predictive Blood-Based Biomarkers in Patients with Epithelial Ovarian Cancer Treated with Carboplatin and Paclitaxel with or without Bevacizumab: Results from GOG-0218." Clin Cancer Res 26, no. 6 (2020): 1288-1296.
"Purity Independent Subtyping of Tumors (PurIST), A Clinically Robust, Single-sample Classifier for Tumor Subtyping in Pancreatic Cancer." Clin Cancer Res 26, no. 1 (2020): 82-92.
"Partition Weighted Approach for Estimating the Marginal Posterior Density with Applications." J Comput Graph Stat 28, no. 2 (2019): 334-349.
"POINT: Protein Structure Guided Local Test (R). 1.0 ed., 2019.
Precision Medicine." Annu Rev Stat Appl 6 (2019): 263-286.
"Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment Regimes." J Am Stat Assoc 114, no. 527 (2019): 1404-1417.
"Partial likelihood estimation of isotonic proportional hazards models." Biometrika 105, no. 1 (2018): 133-148.
"Phase II cancer clinical trials for biomarker-guided treatments." J Biopharm Stat 28, no. 2 (2018): 256-263.
"A Powerful Test for SNP Effects on Multivariate Binary Outcomes using Kernel Machine Regression." Stat Biosci 10, no. 1 (2018): 117-138.
"A practical Bayesian adaptive design incorporating data from historical controls." Stat Med 37, no. 27 (2018): 4054-4070.
"Prospects and challenges for clinical decision support in the era of big data." JCO Clin Cancer Inform 2 (2018).
"Pattern mixture models for clinical validation of biomarkers in the presence of missing data." Stat Med 36, no. 19 (2017): 2994-3004.
"Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression." Biometrics 73, no. 4 (2017): 1343-1354.
"Phase II, randomized, placebo-controlled study of dovitinib in combination with fulvestrant in postmenopausal patients with HR, HER2 breast cancer that had progressed during or after prior endocrine therapy." Breast Cancer Res 19, no. 1 (2017): 18.
"Phase II Trials for Heterogeneous Patient Populations with a Time-to-Event Endpoint." Med Res Arch 5, no. 7 (2017).
" Pooled Analysis of Individual Patient Data on Concurrent Chemoradiotherapy for Stage III Non-Small-Cell Lung Cancer in Elderly Patients Compared With Younger Patients Who Participated in US National Cancer Institute Cooperative Group Studies." J Clin Oncol 35, no. 25 (2017): 2885-2892.
"Prediction of cancer drug sensitivity using high-dimensional omic features." Biostatistics 18, no. 1 (2017): 1-14.
"PreMeta: a tool to facilitate meta-analysis of rare-variant associations." BMC Genomics 18, no. 1 (2017): 160.
"PreMeta: Facilitates the Exchange of Information Between Software Packages for Meta-Analysis (C++)., 2017.
Principal Components Adjusted Variable Screening." Comput Stat Data Anal 110 (2017): 134-144.
"Proportional hazards model with a change point for clustered event data." Biometrics 73, no. 3 (2017): 835-845.
"Personalized Dose Finding Using Outcome Weighted Learning." J Am Stat Assoc 111, no. 516 (2016): 1509-1521.
"Personalized Evaluation of Biomarker Value: A Cost-Benefit Perspective." Stat Biosci 8, no. 1 (2016): 43-65.
"PIK3CA mutations enable targeting of a breast tumor dependency through mTOR-mediated MCL-1 translation." Sci Transl Med 8, no. 369 (2016): 369ra175.
"Posterior Contraction Rates of the Phylogenetic Indian Buffet Processes." Bayesian Anal 11, no. 2 (2016): 477-497.
"Practical designs for Phase I combination studies in oncology." J Biopharm Stat 26, no. 1 (2016): 150-66.
"Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules." J Biom Biostat 7, no. 1 (2016).
"Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application." Lifetime Data Anal 22, no. 1 (2016): 38-62.
"Parameter estimation in Cox models with missing failure indicators and the OPPERA study." Stat Med 34, no. 30 (2015): 3984-96.
"A penalized likelihood approach for investigating gene-drug interactions in pharmacogenetic studies." Biometrics 71, no. 2 (2015): 529-37.
"Penalized Q-Learning for Dynamic Treatment Regimens." Stat Sin 25, no. 3 (2015): 901-920.
"The power prior: theory and applications." Stat Med 34, no. 28 (2015): 3724-49.
"Predicting Alzheimer's Disease Using Combined Imaging-Whole Genome SNP Data." J Alzheimers Dis 46, no. 3 (2015): 695-702.
"Proper Use of Allele-Specific Expression Improves Statistical Power for -eQTL Mapping with RNA-Seq Data." J Am Stat Assoc 110, no. 511 (2015): 962-974.
"Provider-based research networks and diffusion of surgical technologies among patients with early-stage kidney cancer." Cancer 121, no. 6 (2015): 836-43.
"Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation." Biometrics 70, no. 3 (2014): 765-73.
"Pathway-guided identification of gene-gene interactions." Ann Hum Genet 78, no. 6 (2014): 478-91.
" Phase II clinical trials with time-to-event endpoints: optimal two-stage designs with one-sample log-rank test." Stat Med 33, no. 12 (2014): 2004-16.
"Power calculations and confidence intervals in phase II design with over enrollment (SAS/R).., 2014.
Probability-enhanced sufficient dimension reduction for binary classification." Biometrics 70, no. 3 (2014): 546-55.
"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.
"Performance of rapid influenza H1N1 diagnostic tests: a meta-analysis." Influenza Other Respir Viruses 6, no. 2 (2012): 80-6.
"PERTURBATION AND SCALED COOK'S DISTANCE." Ann Stat 40, no. 2 (2012): 785-811.
" Phase II cancer clinical trials with heterogeneous patient populations." J Biopharm Stat 22, no. 2 (2012): 312-28.
"Power and sample size calculation for microarray studies." J Biopharm Stat 22, no. 1 (2012): 30-42.
" Power and sample size calculations for SNP association studies with censored time-to-event outcomes." Genet Epidemiol 36, no. 6 (2012): 538-48.
"Prediction of the Best Treatment Assignment Using Random Forest with Regression in the Nodes., 2012.
Predictive accuracy of covariates for event times." Biometrika 99, no. 3 (2012): 615-630.
"Pathway-based identification of SNPs predictive of survival." Eur J Hum Genet 19, no. 6 (2011): 704-9.
" Pharmacogenomic interrogation of colorectal cancer using next-generation whole exome sequencing., 2011.
Proportional rate models for recurrent time event data under dependent censoring: A comparative study." In Recent Advances in Biostatistics, 123-141. Vol. 4., 2011.
"P-Value Precision and Reproducibility." Am Stat 65, no. 4 (2011): 213-221.
"permGPU: Using graphics processing units in RNA microarray association studies." BMC Bioinformatics 11 (2010): 329.
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