Articles By Year

Year: 2021
. "A precision medicine approach to develop and internally validate optimal exercise and weight loss treatments for overweight and obese adults with knee osteoarthritis.." Arthritis Care Res (Hoboken). 2021;73(5):693-701. Pub Med
. "Statistical considerations for subgroup analyses.." J Thorac Oncol. 2021;16(3):375-380. Pub Med
. "Accelerated failure time model for data from outcome-dependent sampling.." Lifetime Data Anal. 2021;27(1):15-37. Pub Med
. "Receiver operating characteristic curves and confidence bands for support vector machines.." Biometrics. 2021;77(4):1422-1430. Pub Med
Year: 2020
. "Biclustering via sparse clustering.." Biometrics. 2020;76(1):348-358. Pub Med
. "A framework for transcriptome-wide association studies in breast cancer in diverse study populations.." Genome Biol. 2020;21(1):42. Pub Med
. "A Bayesian multi-risks survival (MRS) model in the presence of double censorings.." Biometrics. 2020;76(4):1297-1309. Pub Med
. "Robust kernel association testing (RobKAT).." Genet Epidemiol. 2020;44(3):272-282. Pub Med
. "Predicting risk of chemotherapy-induced severe neutropenia: A pooled analysis in individual patients data with advanced lung cancer.." Lung Cancer. 2020;141():14-20. Pub Med
. "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. 2020;26(6):1288-1296. Pub Med
. "Generation of a transcriptional radiation exposure signature in human blood using long-read nanopore sequencing.." Radiat Res. 2020;193(2):143-154. Pub Med
. "Sample size calculation for cluster randomization trials with a time-to-event endpoint.." Stat Med. 2020;39(25):3608-3623. Pub Med
. "Single cell analysis reveals distinct immune landscapes in transplant and primary sarcomas that determine response or resistance to immunotherapy.." Nat Commun. 2020;11(1):6410. Pub Med
. "Tximeta: Reference sequence checksums for provenance identification in RNA-seq.." PLoS Comput Biol. 2020;16(2):e1007664. Pub Med
. "Estimation of treatment effects and model diagnostics with two-way time-varying treatment switching: an application to a head and neck study.." Lifetime Data Anal. 2020;26(4):685-707. Pub Med
. "Purity independent subtyping of tumors (PurIST), a clinically robust, single-sample classifier for tumor subtyping in pancreatic cancer.." Clin Cancer Res. 2020;26(1):82-92. Pub Med
. "Estimating individualized treatment regimes from crossover designs.." Biometrics. 2020;76(3):778-788. Pub Med
. "Bayesian design of biosimilars clinical programs involving multiple therapeutic indications.." Biometrics. 2020;76(2):630-642. Pub Med
. "Analysis of secondary phenotypes in multigroup association studies.." Biometrics. 2020;76(2):606-618. Pub Med
. "Consistency and overfitting of multi-omics methods on experimental data.." Brief Bioinform. 2020;21(4):1277-1284. Pub Med
. "Multiplicative rates model for recurrent events in case-cohort studies.." Lifetime Data Anal. 2020;26(1):134-157. Pub Med
. "Superiority of combining two independent trials in interim futility analysis.." Stat Methods Med Res. 2020;29(2):522-540. Pub Med
. "Semiparametric inference for a two-stage outcome-dependent sampling design with interval-censored failure time data.." Lifetime Data Anal. 2020;26(1):85-108. Pub Med
. "Longitudinal dynamic functional regression.." J R Stat Soc Ser C Appl Stat. 2020;69(1):25-46. Pub Med
. "Predictive accuracy of markers or risk scores for interval censored survival data.." Stat Med. 2020;39(18):2437-2446. Pub Med
. "Effective SNP ranking improves the performance of eQTL mapping.." Genet Epidemiol. 2020;44(6):611-619. Pub Med
. "A sparse random projection-based test for overall qualitative treatment effects.." J Am Stat Assoc. 2020;115(531):1201-1213. Pub Med
. "Doubly robust inference when combining probability and non-probability samples with high dimensional data.." J R Stat Soc Series B Stat Methodol. 2020;82(2):445-465. Pub Med
. "Semiparametric estimation of structural failure time models in continuous-time processes.." Biometrika. 2020;107(1):123-136. Pub Med
. "The long noncoding RNA promotes sarcoma metastasis by regulating RNA splicing pathways.." Mol Cancer Res. 2020;18(10):1534-1544. Pub Med
. "Secondary analysis of case-control association studies: Insights on weighting-based inference motivate a new specification test.." Stat Med. 2020;39(22):2869-2882. Pub Med
. "SCOPE: A normalization and copy-number estimation method for single-cell DNA sequencing.." Cell Syst. 2020;10(5):445-452.e6. Pub Med
. "Network meta-regression for ordinal outcomes: Applications in comparing Crohn's disease treatments.." Stat Med. 2020;():. Pub Med
. "A general framework for integrative analysis of incomplete multiomics data.." Genet Epidemiol. 2020;44(7):646-664. Pub Med
. "Genomewide meta-analysis validates a role for S1PR1 in microtubule targeting agent-induced sensory peripheral neuropathy.." Clin Pharmacol Ther. 2020;108(3):625-634. Pub Med
. "Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis.." PLoS Comput Biol. 2020;16(5):e1007797. Pub Med
. "Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness.." Stat Med. 2020;39(25):3503-3520. Pub Med
. "Alignment and mapping methodology influence transcript abundance estimation.." Genome Biol. 2020;21(1):239. Pub Med
. "Radiomics analysis using stability selection supervised component analysis for right-censored survival data.." Comput Biol Med. 2020;124():103959. Pub Med
. "Modeling between-study heterogeneity for improved replicability in gene signature selection and clinical prediction.." J Am Stat Assoc. 2020;115(531):1125-1138. Pub Med
. "Bayesian nonparametric policy search with application to periodontal recall intervals.." J Am Stat Assoc. 2020;115(531):1066-1078. Pub Med
. "Development and validation of a natural language processing tool to generate the CONSORT reporting checklist for randomized clinical trials.." JAMA Netw Open. 2020;3(10):e2014661. Pub Med
. " Estimating dynamic treatment regimes in mobile health using V-learning.." J Am Stat Assoc. 2020;115(530):692-706. Pub Med
. "Inflated density ratio and its variation and generalization for computing marginal likelihoods.." J Korean Stat Soc. 2020;49(1):244-263. Pub Med
. "Continual reassessment method with regularization in phase I clinical trials.." J Biopharm Stat. 2020;30(6):964-978. Pub Med
. "Combining multiple observational data sources to estimate causal effects.." J Am Stat Assoc. 2020;115(531):1540-1554. Pub Med
Year: 2019
. "Nucleotide excision repair capacity increases during differentiation of human embryonic carcinoma cells into neurons and muscle cells.." J Biol Chem. 2019;294(15):5914-5922. Pub Med
. "A simple and accurate method to determine genomewide significance for association tests in sequencing studies.." Genet Epidemiol. 2019;43(4):365-372. Pub Med
. "Improved detection of epigenomic marks with mixed effects hidden Markov models.." Biometrics. 2019;75(4):1401-1413. Pub Med
. "CRM2DIM: A SAS macro for implementing the dual-agent Bayesian continual reassessment method.." Comput Methods Programs Biomed. 2019;176():211-223. Pub Med
. "Weighted NPMLE for the subdistribution of a competing risk.." J Am Stat Assoc. 2019;114(525):259-270. Pub Med
. "Impact of esophageal motion on dosimetry and toxicity with thoracic radiation therapy.." Technol Cancer Res Treat. 2019;18():1533033819849073. Pub Med
. "Celecoxib with neoadjuvant chemotherapy for breast cancer might worsen outcomes differentially by COX-2 expression and ER status: Exploratory analysis of the REMAGUS02 trial.." J Clin Oncol. 2019;37(8):624-635. Pub Med
. "Clinical prognostic model for older patients with advanced non-small cell lung cancer.." J Geriatr Oncol. 2019;10(4):555-559. Pub Med
. "Efficient estimation of grouped survival models.." BMC Bioinformatics. 2019;20(1):269. Pub Med
. "fastJT: An R package for robust and efficient feature selection for machine learning and genome-wide association studies.." BMC Bioinformatics. 2019;20(1):333. Pub Med
. "Associating somatic mutations to clinical outcomes: a pan-cancer study of survival time.." Genome Med. 2019;11(1):37. Pub Med
. "Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population.." Biometrics. 2019;75(1):36-47. Pub Med
. "FSEM: Functional structural equation models for twin functional data.." J Am Stat Assoc. 2019;114(525):344-357. Pub Med
. "Look before you leap: Systematic evaluation of tree-based statistical methods in subgroup identification.." J Biopharm Stat. 2019;29(6):1082-1102. Pub Med
. "A junction coverage compatibility score to quantify the reliability of transcript abundance estimates and annotation catalogs.." Life Sci Alliance. 2019;2(1):. Pub Med
. "Feature elimination in kernel machines in moderately high dimensions.." Ann Stat. 2019;47(1):497-526. Pub Med
. "A smoothing-based goodness-of-fit test of covariance for functional data.." Biometrics. 2019;75(2):562-571. Pub Med
. "Bayesian clinical trial design using historical data that inform the treatment effect.." Biostatistics. 2019;20(3):400-415. Pub Med
. "Single-nucleotide resolution analysis of nucleotide excision repair of ribosomal DNA in humans and mice.." J Biol Chem. 2019;294(1):210-217. Pub Med
. "Heavy-tailed prior distributions for sequence count data: removing the noise and preserving large differences.." Bioinformatics. 2019;35(12):2084-2092. Pub Med
. "K-Sample comparisons using propensity analysis.." Biom J. 2019;61(3):698-713. Pub Med
. "Tests of trend between disease outcomes and ordinal covariates discretized from underlying continuous variables: simulation studies and applications to NHANES 2007-2008.." BMC Med Res Methodol. 2019;19(1):2. Pub Med
. "Differences in race, molecular and tumor characteristics among women diagnosed with invasive ductal and lobular breast carcinomas.." Cancer Causes Control. 2019;30(1):31-39. Pub Med
. "Bayesian multivariate skew meta-regression models for individual patient data.." Stat Methods Med Res. 2019;28(10-11):3415-3436. Pub Med
. "I-Boost: An integrative boosting approach for predicting survival time with multiple genomics platforms.." Genome Biol. 2019;20(1):52. Pub Med
. "Flexible longitudinal linear mixed models for multiple censored responses data.." Stat Med. 2019;38(6):1074-1102. Pub Med
. "Identifying individual risk rare variants using protein structure guided local tests (POINT).." PLoS Comput Biol. 2019;15(2):e1006722. Pub Med
. "Robust regression for optimal individualized treatment rules.." Stat Med. 2019;38(11):2059-2073. Pub Med
. "Bayesian inference for network meta-regression using multivariate random effects with applications to cholesterol lowering drugs.." Biostatistics. 2019;20(3):499-516. Pub Med
. "SAFE-clustering: Single-cell Aggregated (From Ensemble) clustering for single-cell RNA-seq data.." Bioinformatics. 2019;35(8):1269-1277. Pub Med
. "Assessing combinability of phylogenomic data using Bayes factors.." Syst Biol. 2019;68(5):744-754. Pub Med
. "Differential damage and repair of DNA-adducts induced by anti-cancer drug cisplatin across mouse organs.." Nat Commun. 2019;10(1):309. Pub Med
. "Semiparametric sieve maximum likelihood estimation under cure model with partly interval censored and left truncated data for application to spontaneous abortion.." Lifetime Data Anal. 2019;25(3):507-528. Pub Med
. "Time course and prognostic value of serum GFAP, pNFH, and S100β concentrations in dogs with complete spinal cord injury because of intervertebral disc extrusion.." J Vet Intern Med. 2019;33(2):726-734. Pub Med
. "Precision medicine.." Annu Rev Stat Appl. 2019;6():263-286. Pub Med
. "Estimating the subgroup and testing for treatment effect in a post-hoc analysis of a clinical trial with a biomarker.." J Biopharm Stat. 2019;29(4):685-695. Pub Med
. "Entropy learning for dynamic treatment regimes.." Stat Sin. 2019;29(4):1633-1655. Pub Med
. "Linear hypothesis testing for high dimensional generalized linear models.." Ann Stat. 2019;47(5):2671-2703. Pub Med
. "Assessing tuning parameter selection variability in penalized regression.." Technometrics. 2019;61(2):154-164. Pub Med
. "Rapid enrollment design for finding the optimal dose in immunotherapy trials with ordered groups.." J Biopharm Stat. 2019;29(4):625-634. Pub Med
. "Genetic analyses of diverse populations improves discovery for complex traits.." Nature. 2019;570(7762):514-518. Pub Med
. "A varying-coefficient generalized odds rate model with time-varying exposure: An application to fitness and cardiovascular disease mortality.." Biometrics. 2019;75(3):853-863. Pub Med
. "A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models.." J Korean Stat Soc. 2019;48(4):503-512. Pub Med
. "Efficient signal inclusion with genomic applications." J Am Stat Assoc. 2019;114(528):1787-1799. Pub Med
. "Robust score tests with missing data in genomics studies." J Am Stat Assoc. 2019;114(528):1778-1786. Pub Med
. "Proper inference for value function in high-dimensional Q-learning for dynamic treatment regimes.." J Am Stat Assoc. 2019;114(527):1404-1417. Pub Med
. "Bayesian variable selection for Pareto regression models with latent multivariate log Gamma process with applications to earthquake magnitudes." Geosciences (Basel). 2019;9(4):. Pub Med
. "Determining the number of latent factors in statistical multi-relational learning. ." J Mach Learn Res. 2019;20():. Pub Med
. "Semiparametric regression analysis of multiple right- and interval-censored events.." J Am Stat Assoc. 2019;114(527):1232-1240. Pub Med
. "Partition weighted approach for estimating the marginal posterior density with applications.." J Comput Graph Stat. 2019;28(2):334-349. Pub Med
. "Effect of Erlotinib plus Bevacizumab vs Erlotinib alone on progression-free survival in patients with advanced EGFR-mutant non–small cell lung cancer: A phase 2 randomized clinical trial. ." JAMA Oncol. 2019;5(10):1448-1455. Pub Med
. "On testing conditional qualitative treatment effects.." Ann Stat. 2019;47(4):2348-2377. Pub Med
. "Efficient methods for signal detection from correlated adverse events in clinical trials.." Biometrics. 2019;75(3):1000-1008. Pub Med
. "Toxicity related to radiotherapy dose and targeting strategy: A pooled analysis of cooperative group trials of combined modality therapy for locally advanced non-small cell lung cancer.." J Thorac Oncol. 2019;14(2):298-303. Pub Med
. "Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia.." Ann Oncol. 2019;30(4):542-550. Pub Med
. "Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomics.." BMC Genomics. 2019;20(1):395. Pub Med
. "Endpoint surrogacy in oncological randomized controlled trials with immunotherapies: a systematic review of trial-level and arm-level meta-analyses.." Ann Transl Med. 2019;7(11):244. Pub Med
. "Modelling and estimation for optimal treatment decision with interference.." Stat (Int Stat Inst). 2019;8(1):. Pub Med
. "A new Bayesian joint model for longitudinal count data with many zeros, intermittent missingness, and dropout with applications to HIV prevention trials.." Stat Med. 2019;38(30):5565-5586. Pub Med
. "Creating an mHealth App for Colorectal Cancer Screening: User-Centered Design Approach.." JMIR Hum Factors. 2019;6(2):e12700. Pub Med
. "Efficient augmentation and relaxation learning for individualized treatment rules using observational data.." J Mach Learn Res. 2019;20():. Pub Med
Year: 2018
. "Tuning parameter selection in Cox proportional hazards model with a diverging number of parameters.." Scand Stat Theory Appl. 2018;45(3):557-570. Pub Med
. "Secondary outcome analysis for data from an outcome-dependent sampling design.." Stat Med. 2018;37(15):2321-2337. Pub Med
. "Joint modeling of survival time and longitudinal outcomes with flexible random effects.." Lifetime Data Anal. 2018;24(1):126-152. Pub Med
. "Estimating Treatment Effects for recurrent events in the presence of rescue medications: An application to the Immune Thrombocytopenia Study.." Stat Biosci. 2018;10(2):473-489. Pub Med
. "Double sparsity kernel learning with automatic variable selection and data extraction.." Stat Interface. 2018;11(3):401-420. Pub Med
. "High-dimensional A-learning for optimal dynamic treatment regimes." Ann Stat. 2018;46(3):925-957. Pub Med
. "Facilitating the calculation of the efficient score using symbolic computing.." Am Stat. 2018;72(2):199-205. Pub Med
. "Computationally efficient estimation for the generalized odds rate mixture cure model with interval censored data." J Comput Graph Stat. 2018;27(1):48-58. Pub Med
. "Semiparametric regression analysis of interval-censored data with informative dropout.." Biometrics. 2018;74(4):1213-1222. Pub Med
. "Phase II cancer clinical trials for biomarker-guided treatments.." J Biopharm Stat. 2018;28(2):256-263. Pub Med
. "bcSeq: an R package for fast sequence mapping in high-throughput shRNA and CRISPR screens.." Bioinformatics. 2018;34(20):3581-3583. Pub Med
. "Integrative pipeline for profiling DNA copy number and inferring tumor phylogeny.." Bioinformatics. 2018;34(12):2126-2128. Pub Med
. "Bayesian design of non-inferiority clinical trials via the Bayes factor.." Stat Biosci. 2018;10(2):439-459. Pub Med
. "Reweighted estimators for additive hazard model with censoring indicators missing at random.." Lifetime Data Anal. 2018;24(2):224-249. Pub Med
. "Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease".." J R Stat Soc Ser C Appl Stat. 2018;67(4):779-780. Pub Med
. "A regularized variable selection procedure in additive hazards model with stratified case-cohort design.." Lifetime Data Anal. 2018;24(3):443-463. Pub Med
. "Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens.." Stat Med. 2018;37(26):3776-3788. Pub Med
. "Statistical methods for conditional survival analysis. ." J Biopharm Stat. 2018;28(5):927-938. Pub Med
. "Intergenerational response to the endocrine disruptor vinclozolin is influenced by maternal genotype and crossing scheme.." Reprod Toxicol. 2018;78():9-19. Pub Med
. "Sample size calculation for studies with grouped survival data.." Stat Med. 2018;37(27):3904-3917. Pub Med
. "Incorporating patient preferences into estimation of optimal individualized treatment rules.." Biometrics. 2018;74(1):18-26. Pub Med
. "On estimation of the optimal treatment regime with the additive hazards model." Stat Sin. 2018;28(3):1539-1560. Pub Med
. "Partial likelihood estimation of isotonic proportional hazards models.." Biometrika. 2018;105(1):133-148. Pub Med
. "Modeling survival distribution as a function of time to treatment discontinuation: A dynamic treatment regime approach.." Biometrics. 2018;74(3):900-909. Pub Med
. "Observation weights unlock bulk RNA-seq tools for zero inflation and single-cell applications.." Genome Biol. 2018;19(1):24. Pub Med
. "The association between copy number aberration, DNA methylation and gene expression in tumor samples.." Nucleic Acids Res. 2018;46(6):3009-3018. Pub Med
. "Estimating individualized treatment rules for ordinal treatments.." Biometrics. 2018;74(3):924-933. Pub Med
. "Reexamining dis/similarity-based tests for rare-variant association with case-control samples.." Genetics. 2018;209(1):105-113. Pub Med
. "LIBERTI: A SMART study in plastic surgery.." Clin Trials. 2018;15(3):286-293. Pub Med
. "Online updating method with new variables for big data streams.." Can J Stat. 2018;46(1):123-146. Pub Med
. "On enrichment strategies for biomarker stratified clinical trials.." J Biopharm Stat. 2018;28(2):292-308. Pub Med
. "Outcome-dependent sampling with interval-censored failure time data.." Biometrics. 2018;74(1):58-67. Pub Med
. "A tailored multivariate mixture model for detecting proteins of concordant change among virulent strains of Clostridium Perfringens.." J Am Stat Assoc. 2018;113(522):546-559. Pub Med
. "A new Monte Carlo method for estimating marginal likelihoods.." Bayesian Anal. 2018;13(2):311-333. Pub Med
. "On the substructure controls in rare variant analysis: Principal components or variance components?." Genet Epidemiol. 2018;42(3):276-287. Pub Med
. "Inference on phenotype-specific effects of genes using multivariate kernel machine regression.." Genet Epidemiol. 2018;42(1):64-79. Pub Med
. "Regression analysis for secondary response variable in a case-cohort study.." Biometrics. 2018;74(3):1014-1022. Pub Med
. "Analysis of multiple survival events in generalized case-cohort designs.." Biometrics. 2018;74(4):1250-1260. Pub Med
. "Gene set analysis methods: A systematic comparison.." BioData Min. 2018;11():8. Pub Med
. "Goodness-of-fit test for nonparametric regression models: Smoothing spline ANOVA models as example.." Comput Stat Data Anal. 2018;122():135-155. Pub Med
. "Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data.." Biometrics. 2018;74(4):1180-1192. Pub Med
. "FLCRM: Functional linear Cox regression model.." Biometrics. 2018;74(1):109-117. Pub Med
. "Assessing covariate effects using Jeffreys-type prior in the Cox model in the presence of a monotone partial likelihood.." J Stat Theory Pract. 2018;12(1):23-41. Pub Med
. "Rejoinder to "A note on testing and estimation in marker-set association study using semiparametric quantile regression kernel machine".." Biometrics. 2018;74(2):767-768. Pub Med
. "Auxiliary variable-enriched biomarker-stratified design.." Stat Med. 2018;37(30):4610-4635. Pub Med
. "Independence screening for high dimensional nonlinear additive ODE models with applications to dynamic gene regulatory networks.." Stat Med. 2018;37(17):2630-2644. Pub Med
. "Bayesian modeling and inference for nonignorably missing longitudinal binary response data with applications to HIV prevention trials.." Stat Sin. 2018;28():1929-1963. Pub Med
. "The change-plane Cox model. ." Biometrika. 2018;105(4):891-903. Pub Med
. "Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects.." J R Stat Soc Series B Stat Methodol. 2018;80(4):681-702. Pub Med
. "A practical Bayesian adaptive design incorporating data from historical controls.." Stat Med. 2018;37(27):4054-4070. Pub Med
. "Multisensory logic of infant-directed aggression by males. ." Cell. 2018;175(7):1827-1841.e17. Pub Med
. "Adaptively weighted large margin angle-based classifiers.." J Multivar Anal. 2018;166():282-299. Pub Med
. "Biomarker threshold adaptive designs for survival endpoints.." J Biopharm Stat. 2018;28(6):1038-1054. Pub Med
. "Association analysis using somatic mutations.." PLoS Genet. 2018;14(11):e1007746. Pub Med
. "Quantile-optimal treatment regimens.." J Am Stat Assoc. 2018;113(523):1243-1254. Pub Med
. "Swimming downstream: Statistical analysis of differential transcript usage following Salmon quantification.." F1000Res. 2018;7():952. Pub Med
. "SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data.." Neuroimage. 2018;175():230-245. Pub Med
. "False discovery rate control for high dimensional networks of quantile associations conditioning on covariates.." J R Stat Soc Series B Stat Methodol. 2018;80(5):1015-1034. Pub Med
. "Age and African-American race impact the validity and reliability of the asthma control test in persistent asthmatics.." Respir Res. 2018;19(1):152. Pub Med
. "Efficient test-based variable selection for high-dimensional linear models.." J Multivar Anal. 2018;166():17-31. Pub Med
. "Prospects and challenges for clinical decision support in the era of big data.." JCO Clin Cancer Inform. 2018;2():. Pub Med
. "Semiparametric additive model for estimating risk difference in multicenter studies.." Biostat Epidemiol. 2018;2(1):84-98. Pub Med
. "Simultaneous clustering and estimation of heterogeneous graphical models.." J Mach Learn Res. 2018;18():. Pub Med
. "Discussion of the Paper by R. L. Prentice and Y. Huang - Optimal Designs and Efficient Inference for Biomarker Studies.." Stat Theory Relat Fields. 2018;2(1):21-22. Pub Med
. "A massive data framework for M-estimators with cubic-rate.." J Am Stat Assoc. 2018;113(524):1698-1709. Pub Med
. "Interpretable dynamic treatment regimes.." J Am Stat Assoc. 2018;113(524):1541-1549. Pub Med
. "Sparse concordance-assisted learning for optimal treatment decision.." J Mach Learn Res. 2018;18():. Pub Med
. "Deep advantage learning for optimal dynamic treatment regime.." Stat Theory Relat Fields. 2018;2(1):80-88. Pub Med
. "Identifying optimal dosage regimes under safety constraints: An application to long term opioid treatment of chronic pain.." Stat Med. 2018;37(9):1407-1418. Pub Med
. "Robust multicategory support vector machines using difference convex algorithm. ." Math Program. 2018;169(1):277-305. Pub Med
. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease.." J R Stat Soc Ser C Appl Stat. 2018;67(4):743-770. Pub Med
. "Statistical issues and advances in cancer precision medicine research.." J Biopharm Stat. 2018;28(2):215-216. Pub Med
. "Assessing robustness of classification using angular breakdown point. ." Ann Stat. 2018;46(6B):3362-3389. Pub Med
. "Genetic variation determines VEGF-A plasma levels in cancer patients.." Sci Rep. 2018;8(1):16332. Pub Med
. "Functional linear regression models for nonignorable missing scalar responses.." Stat Sin. 2018;28(4):1867-1886. Pub Med
. "Efficient estimation for semiparametric structural equation models with censored data. ." J Am Stat Assoc. 2018;113(522):893-905. Pub Med
. "Differential losses to follow-up that are outcome-dependent can vitiate a clinical trial: Simulation results.." J Biopharm Stat. 2018;28(4):633-644. Pub Med
. "Bayesian design of a survival trial with a cured fraction using historical data.." Stat Med. 2018;37(26):3814-3831. Pub Med
. "High-dimensional inference for personalized treatment decision.." Electron J Stat. 2018;12(1):2074-2089. Pub Med
. "CODEX2: Full-spectrum copy number variation detection by high-throughput DNA sequencing.." Genome Biol. 2018;19(1):202. Pub Med
. "A powerful test for SNP effects on multivariate binary outcomes using kernel machine regression.." Stat Biosci. 2018;10(1):117-138. Pub Med
Year: 2017
. "Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions.." Appl Stoch Models Bus Ind. 2017;33(4):394-408. Pub Med
. "Recent progresses in outcome-dependent sampling with failure time data.." Lifetime Data Anal. 2017;23(1):57-82. Pub Med
. "Trastuzumab emtansine versus capecitabine plus lapatinib in patients with previously treated HER2-positive advanced breast cancer (EMILIA): a descriptive analysis of final overall survival results from a randomised, open-label, phase 3 trial.." Lancet Oncol. 2017;18(6):732-742. Pub Med
. "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. 2017;19(1):18. Pub Med
. "Quantifying center of pressure variability in chondrodystrophoid dogs.." Vet J. 2017;226():26-31. Pub Med
. "Proportional hazards model with a change point for clustered event data.." Biometrics. 2017;73(3):835-845. Pub Med
. "Quantifying the impact of non-coding variants on transcription factor-DNA binding.." Res Comput Mol Biol. 2017;10229():336-352. Pub Med
. "Survival benefit of lung transplantation in the modern era of lung allocation.." Ann Am Thorac Soc. 2017;14(2):172-181. Pub Med
. "Mapping eQTL by leveraging multiple tissues and DNA methylation.." BMC Bioinformatics. 2017;18(1):455. Pub Med
. "Case-cohort studies with interval-censored failure time data.." Biometrika. 2017;104(1):17-29. Pub Med
. "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. 2017;35(25):2885-2892. Pub Med
. "Static and dynamic DNA loops form AP-1-bound activation hubs during macrophage development.." Mol Cell. 2017;67(6):1037-1048.e6. Pub Med
. "Interactive Q-learning for quantiles.." J Am Stat Assoc. 2017;112(518):638-649. Pub Med
. "Subgroup detection and sample size calculation with proportional hazards regression for survival data.." Stat Med. 2017;36(29):4646-4659. Pub Med
. "A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews.." Stat Methods Med Res. 2017;26(2):914-930. Pub Med
. "Residual weighted learning for estimating individualized treatment rules.." J Am Stat Assoc. 2017;112(517):169-187. Pub Med
. "Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART.." Contemp Clin Trials. 2017;57():51-57. Pub Med
. "On estimation of optimal treatment regimes for maximizing t-year survival probability.." J R Stat Soc Series B Stat Methodol. 2017;79(4):1165-1185. Pub Med
. "Change-plane analysis for subgroup detection and sample size calculation.." J Am Stat Assoc. 2017;112(518):769-778. Pub Med
. "Design of phase II non-inferiority trials.." Contemp Clin Trials Commun. 2017;7():23-27. Pub Med
. "Validation of progression-free survival as a surrogate endpoint for overall survival in malignant mesothelioma: Analysis of Cancer and Leukemia Group B and North Central Cancer Treatment Group (Alliance) Trials.." Oncologist. 2017;22(2):189-198. Pub Med
. "Bayesian model assessment in joint modeling of longitudinal and survival data with applications to cancer clinical trials.." J Comput Graph Stat. 2017;26(1):121-133. Pub Med
. "Efficient estimation of semiparametric transformation models for the cumulative incidence of competing risks.." J R Stat Soc Series B Stat Methodol. 2017;79(2):573-587. Pub Med
. "Comparing oncology clinical programs by use of innovative designs and expected net present value optimization: Which adaptive approach leads to the best result?." J Biopharm Stat. 2017;27(3):457-476. Pub Med
. "Selection of the initial design for the two-stage continual reassessment method.." J Biopharm Stat. 2017;27(3):495-506. Pub Med
. "Estimating personalized diagnostic rules depending on individualized characteristics.." Stat Med. 2017;36(7):1099-1117. Pub Med
. "Efficient estimation for accelerated failure time model under case-cohort and nested case-control sampling.." Biometrics. 2017;73(1):114-123. Pub Med
. "Optimal two-stage log-rank test for randomized phase II clinical trials.." J Biopharm Stat. 2017;27(4):639-658. Pub Med
. "Sequential multiple assignment randomization trials with enrichment design.." Biometrics. 2017;73(2):378-390. Pub Med
. "Semiparametric regression analysis of interval-censored competing risks data.." Biometrics. 2017;73(3):857-865. Pub Med
. "Greedy outcome weighted tree learning of optimal personalized treatment rules.." Biometrics. 2017;73(2):391-400. Pub Med
. "PreMeta: A tool to facilitate meta-analysis of rare-variant associations.." BMC Genomics. 2017;18(1):160. Pub Med
. "Reporting and guidelines in propensity score analysis: A systematic review of cancer and cancer surgical studies.." J Natl Cancer Inst. 2017;109(8):. Pub Med
. "Dynamic treatment regimes, past, present, and future: A conversation with experts.." Stat Methods Med Res. 2017;26(4):1605-1610. Pub Med
. "Improving efficiency of parameter estimation in case-cohort studies with multivariate failure time data.." Biometrics. 2017;73(3):1042-1052. Pub Med
. "Comparison of adaptive treatment strategies based on longitudinal outcomes in sequential multiple assignment randomized trials.." Stat Med. 2017;36(3):403-415. Pub Med
. "Principal components adjusted variable screening.." Comput Stat Data Anal. 2017;110():134-144. Pub Med
. "Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective.." Lifetime Data Anal. 2017;23(4):585-604. Pub Med
. "Whole-genome and epigenomic landscapes of etiologically distinct subtypes of cholangiocarcinoma.." Cancer Discov. 2017;7(10):1116-1135. Pub Med
. "Dose-finding designs for trials of molecularly targeted agents and immunotherapies.." J Biopharm Stat. 2017;27(3):477-494. Pub Med
. "SynthEx: a synthetic-normal-based DNA sequencing tool for copy number alteration detection and tumor heterogeneity profiling.." Genome Biol. 2017;18(1):66. Pub Med
. "Pattern mixture models for clinical validation of biomarkers in the presence of missing data.." Stat Med. 2017;36(19):2994-3004. Pub Med
. "Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects.." J Biopharm Stat. 2017;27(6):933-944. Pub Med
. "Bayesian clinical trial design using Markov models with applications to autoimmune disease.." Contemp Clin Trials. 2017;63():73-83. Pub Med
. "Maximum likelihood estimation for semiparametric regression models with multivariate interval-censored data.." Biometrika. 2017;104(3):505-525. Pub Med
. "Concordance-assisted learning for estimating optimal individualized treatment regimes.." J R Stat Soc Series B Stat Methodol. 2017;79(5):1565-1582. Pub Med
. "Semiparametric estimation of the accelerated failure time model with partly interval-censored data.." Biometrics. 2017;73(4):1161-1168. Pub Med
. "Statistical significance and the dichotomization of evidence: The relevance of the ASA statement on statistical significance and p-values for Statisticians.." J Am Stat Assoc. 2017;112(519):902-904. Pub Med
. "Bayesian analysis of stochastic volatility-in-mean model with leverage and asymmetrically heavy-tailed error using generalized hyperbolic skew Student's t-distribution.." Stat Interface. 2017;10():529-541. Pub Med
. "Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies.." Neuroimage. 2017;149():305-322. Pub Med
. "Efficient semiparametric inference under two-phase sampling, with applications to genetic association studies.." J Am Stat Assoc. 2017;112(520):1468-1476. Pub Med
. "An Expectation Maximization algorithm for fitting the generalized odds-rate model to interval censored data.." Stat Med. 2017;36(7):1157-1171. Pub Med
. "A model-based conditional power assessment for decision making in randomized controlled trial studies. ." Stat Med. 2017;36(30):4765-4776. Pub Med
. "Tree based weighted learning for estimating individualized treatment rules with censored data.." Electron J Stat. 2017;11(2):3927-3953. Pub Med
. "Functional feature construction for individualized treatment regimes.." J Am Stat Assoc. 2017;113(523):1219-1227. Pub Med
. "A simple and robust method for multivariate meta-analysis of diagnostic test accuracy.." Stat Med. 2017;36(1):105-121. Pub Med
. "Statistical inferences for data from studies conducted with an aggregated multivariate outcome-dependent sample design.." Stat Med. 2017;36(6):985-997. Pub Med
. "Regression models on Riemannian symmetric spaces.." J R Stat Soc Series B Stat Methodol. 2017;79(2):463-482. Pub Med
. "Variable selection in kernel regression using measurement error selection likelihoods.." J Am Stat Assoc. 2017;112(520):1587-1597. Pub Med
. "Phase II trials for heterogeneous patient populations with a time-to-event endpoint.." Med Res Arch. 2017;5(7):. Pub Med
. "Systematic review and network meta-analysis comparing palbociclib with chemotherapy agents for the treatment of postmenopausal women with HR-positive and HER2-negative advanced/metastatic breast cancer.." Breast Cancer Res Treat. 2017;166(1):167-177. Pub Med
. "Statistical significance of hierarchical clustering.." Biometrics. 2017;73(3):811-821. Pub Med
. "Fast Bayesian variable screenings for binary response regressions with small sample size.." J Stat Comput Simul. 2017;87(14):2708-2723. Pub Med
. "Prediction of cancer drug sensitivity using high-dimensional omic features.." Biostatistics. 2017;18(1):1-14. Pub Med
. "Semiparametric single-index model for estimating optimal individualized treatment strategy. ." Electron J Stat. 2017;11(1):364-384. Pub Med
. "Doubly robust estimation of optimal treatment regimes for survival data-with application to an HIV/AIDS study.." Ann Appl Stat. 2017;11(3):1763-1786. Pub Med
. "Penalized nonlinear mixed effects model to identify biomarkers that predict disease progression.." Biometrics. 2017;73(4):1343-1354. Pub Med
. "Semiparametric regression analysis of repeated current status data.." Stat Sin. 2017;27(3):1079-1100. Pub Med
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. "Using structural equation modeling to assess the links between tobacco smoke exposure, volatile organic compounds, and respiratory function for adolescents aged 6 to 18 in the United States.." Int J Environ Res Public Health. 2017;14(10):. Pub Med
Year: 2016
. "Reinforced angle-based multicategory support vector machines.." J Comput Graph Stat. 2016;25(3):806-825. Pub Med
. "Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood.." Ann Stat. 2016;44(2):515-539. Pub Med
. "Exploiting expression patterns across multiple tissues to map expression quantitative trait loci.." BMC Bioinformatics. 2016;17():257. Pub Med
. "Two-stage design for phase II oncology trials with relaxed futility stopping.." Stat Interface. 2016;9(1):93-98. Pub Med
. "On quantile regression in reproducing kernel Hilbert spaces with data sparsity constraint.." J Mach Learn Res. 2016;17(40):1-45. Pub Med
. "Designing penalty functions in high dimensional problems: The role of tuning parameters.." Electron J Stat. 2016;10(2):2312-2328. Pub Med
. "A multi-state model for designing clinical trials for testing overall survival allowing for crossover after progression.." Stat Biopharm Res. 2016;8(1):12-21. Pub Med
. "Seamless phase IIa/IIb and enhanced dose-finding adaptive design.." J Biopharm Stat. 2016;26(5):912-23. Pub Med
. "Marginal structural Cox models with case-cohort sampling.." Stat Sin. 2016;26(2):509-526. Pub Med
. "Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy.." Stat Med. 2016;35(8):1245-56. Pub Med
. "Properties of estimators in exponential family settings with observation-based stopping rules.." J Biom Biostat. 2016;7(1):. Pub Med
. "Change point analysis of histone modifications reveals epigenetic blocks linking to physical domains.." Ann Appl Stat. 2016;10(1):506-526. Pub Med
. "Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine.." Biometrics. 2016;72(2):364-71. Pub Med
. "Fitting Cox models with doubly censored data using spline-based sieve marginal likelihood.." Scand Stat Theory Appl. 2016;43(2):476-486. Pub Med
. "A consistent information criterion for support vector machines in diverging model spaces.." J Mach Learn Res. 2016;17(16):1-26. Pub Med
. "Sparse meta-analysis with high-dimensional data.." Biostatistics. 2016;17(2):205-20. Pub Med
. "Estimation of a partially linear additive model for data from an outcome-dependent sampling design with a continuous outcome.." Biostatistics. 2016;17(4):663-76. Pub Med
. "Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application.." Lifetime Data Anal. 2016;22(1):38-62. Pub Med
. "Statistical methods for multivariate meta-analysis of diagnostic tests: An overview and tutorial.." Stat Methods Med Res. 2016;25(4):1596-619. Pub Med
. "The rapid enrollment design for Phase I clinical trials.." Stat Med. 2016;35(15):2516-24. Pub Med
. "On variance estimate for covariate adjustment by propensity score analysis.." Stat Med. 2016;35(20):3537-48. Pub Med
. "Sensitivity analysis for missing outcomes in time-to-event data with covariate adjustment.." J Biopharm Stat. 2016;26(2):269-79. Pub Med
. "Adaptive estimation with partially overlapping models.." Stat Sin. 2016;26(1):235-253. Pub Med
. "Semiparametric regression for the weighted composite endpoint of recurrent and terminal events.." Biostatistics. 2016;17(2):390-403. Pub Med
. "Latent class model characterization of neighborhood socioeconomic status.." Cancer Causes Control. 2016;27(3):445-52. Pub Med
. "Statistical aspect of translational and correlative studies in clinical trials.." Chin Clin Oncol. 2016;5(1):11. Pub Med
. "Risk calculators are useful but....." J Thorac Cardiovasc Surg. 2016;151(3):706-707. Pub Med
. "Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates.." Bioinformatics. 2016;32(1):50-7. Pub Med
. "Across-platform imputation of DNA methylation levels incorporating nonlocal information using penalized functional regression.." Genet Epidemiol. 2016;40(4):333-40. Pub Med
. "Spatial regression with covariate measurement error: A semiparametric approach.." Biometrics. 2016;72(3):678-86. Pub Med
. "JMFit: A SAS macro for joint models of longitudinal and survival data.." J Stat Softw. 2016;71(3):. Pub Med
. "Statistical methods and computing for big data.." Stat Interface. 2016;9(4):399-414. Pub Med
. "Time-dependent classification accuracy curve under marker-dependent sampling.." Biom J. 2016;58(4):974-92. Pub Med
. "Fitting nonlinear ordinary differential equation models with random effects and unknown initial conditions using the stochastic approximation expectation-maximization (SAEM) algorithm.." Psychometrika. 2016;81(1):102-34. Pub Med
. "Composite large margin classifiers with latent subclasses for heterogeneous biomedical data.." Stat Anal Data Min. 2016;9(2):75-88. Pub Med
. "Asymptotics for change-point models under varying degrees of mis-specification.." Ann Stat. 2016;44(1):153-182. Pub Med
. "Sequential advantage selection for optimal treatment regime.." Ann Appl Stat. 2016;10(1):32-53. Pub Med
. "Personalized evaluation of biomarker value: A cost-benefit perspective.." Stat Biosci. 2016;8(1):43-65. Pub Med
. "Variable selection for support vector machines in moderately high dimensions.." J R Stat Soc Series B Stat Methodol. 2016;78(1):53-76. Pub Med
. "Global copy number profiling of cancer genomes.." Bioinformatics. 2016;32(6):926-8. Pub Med
. "Endpoints for cancer clinical trials.." Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis. 2016;():.
. "A comparison of proposed biosimilar LA-EP2006 and reference Pegfilgrastim for the prevention of neutropenia in patients with early-stage breast cancer receiving Myelosuppressive adjuvant or Neoadjuvant chemotherapy: Pegfilgrastim Randomized Oncology (Supp." Oncologist. 2016;21(7):789-94. Pub Med
. "Translational Breast Cancer Research Consortium (TBCRC) 022: A phase II trial of Neratinib for patients with human epidermal growth factor receptor 2-positive breast cancer and brain metastases.." J Clin Oncol. 2016;34(9):945-52. Pub Med
. "Ascertainment, classification, and impact of neoplasm detection during prolonged treatment with dual antiplatelet therapy with prasugrel vs. clopidogrel following acute coronary syndrome.." Eur Heart J. 2016;37(4):412-22. Pub Med
. "Enrollment trends and disparity among patients with lung cancer in national clinical trials, 1990 to 2012.." J Clin Oncol. 2016;34(33):3992-3999. Pub Med
. "Personalized dose finding using outcome weighted learning.." J Am Stat Assoc. 2016;111(516):1509-1521. Pub Med
. "Ten simple rules for effective statistical practice.." PLoS Comput Biol. 2016;12(6):e1004961. Pub Med
. "SR-HARDI: Spatially regularizing high angular resolution diffusion imaging.." J Comput Graph Stat. 2016;25(4):1195-1211. Pub Med
. "A hybrid Bayesian hierarchical model combining cohort and case-control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias.." Stat Methods Med Res. 2016;25(6):3015-3037. Pub Med
. "Nine-year change in statistical design, profile, and success rates of Phase II oncology trials.." J Biopharm Stat. 2016;26(1):141-9. Pub Med
. "Racial differences in diffusion of intensity-modulated radiation therapy for localized prostate cancer.." Am J Mens Health. 2016;10(5):399-407. Pub Med
. "Randomized, double-blind study comparing proposed biosimilar LA-EP2006 with reference pegfilgrastim in breast cancer.." Future Oncol. 2016;12(11):1359-67. Pub Med
. "Embracing rejection: Immunologic trends in brain metastasis.." Oncoimmunology. 2016;5(7):e1172153. Pub Med
. "Estimating Bayesian phylogenetic information content. ." Syst Biol. 2016;65(6):1009-1023. Pub Med
. "SAS Macro BSMED: Bayesian survival meta-experimental design using historical data.." Pharmaceutical Statistics Using SAS. 2016;():.
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. "Value search estimators for optimal dynamic treatment regimes.." Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine. 2016;():135-155.
. "Bayesian frailty models for multi-state survival data.." Statistical Applications from Clinical Trials and Personalized Medicine to Finance and Business Analytics. 2016;():.
. "Dynamic spatial pattern recognition in count data.." New Developments in Statistical Modeling, Inference and Application. 2016;():185-202.
. "Dynamic treatment regimes.." Cancer Clinical Trials: Current and Controversial Issues in Design and Analysis. 2016;():.
. "Estimation of dynamic treatment regimes for complex outcomes: Balancing benefits and risks.." Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine. 2016;():249-262.
. "Practical designs for Phase I combination studies in oncology.." J Biopharm Stat. 2016;26(1):150-66. Pub Med
. "PIK3CA mutations enable targeting of a breast tumor dependency through mTOR-mediated MCL-1 translation.." Sci Transl Med. 2016;8(369):369ra175. Pub Med
. "Learning optimal individualized treatment rules from electronic health record data.." IEEE Int Conf Healthc Inform. 2016;2016():65-71. Pub Med
. "Maximum likelihood estimation for semiparametric transformation models with interval-censored data.." Biometrika. 2016;103(2):253-271. Pub Med
. "Detection of gene-gene interactions using multistage sparse and low-rank regression.." Biometrics. 2016;72(1):85-94. Pub Med
. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition tmes, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''." J Am Stat Assoc. 2016;111(515):942-947. Pub Med
. "Improving the efficiency of estimation in the additive hazards model for stratified case-cohort design with multiple diseases.." Stat Med. 2016;35(2):282-93. Pub Med
. "Multi-objective Markov decision processes for data-driven decision support.." J Mach Learn Res. 2016;17():. Pub Med
. "Active clinical trials for personalized medicine.." J Am Stat Assoc. 2016;111(514):875-887. Pub Med
. "Online updating of statistical inference in the big data setting.." Technometrics. 2016;58(3):393-403. Pub Med
. "Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data.." BMC Med Res Methodol. 2016;16(1):122. Pub Med
. "Support vector hazards machine: A counting process framework for learning risk scores for censored outcomes. ." J Mach Learn Res. 2016;17():. Pub Med
. "Rare variants association analysis in large-scale sequencing studies at the single locus level.." PLoS Comput Biol. 2016;12(6):e1004993. Pub Med
. "Asymptotically normal and efficient estimation of covariate-adjusted Gaussian graphical model.." J Am Stat Assoc. 2016;111(513):394-406. Pub Med
. "Posterior contraction rates of the phylogenetic Indian buffet processes.." Bayesian Anal. 2016;11(2):477-497. Pub Med
. "Outcome-dependent sampling design and inference for Cox's proportional hazards model.." J Stat Plan Inference. 2016;178():24-36. Pub Med
. "Joint structure selection and estimation in the time-varying coefficient Cox model. ." Stat Sin. 2016;26(2):547-567. Pub Med
. "Quantile regression models for current status data.." J Stat Plan Inference. 2016;178():112-127. Pub Med
. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''." J Am Stat Assoc. 2016;111(515):936-942. Pub Med
Year: 2015
. "A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests.." J R Stat Soc Ser C Appl Stat. 2015;64(3):469-489. Pub Med
. "Semiparametric Bayes local additive models for longitudinal data.." Stat Biosci. 2015;7(1):90-107. Pub Med
. "Spatially weighted principal component analysis for imaging classification.." J Comput Graph Stat. 2015;24(1):274-296. Pub Med
. "Analysis of sequence data under multivariate trait-dependent sampling.." J Am Stat Assoc. 2015;110(510):560-572. Pub Med
. "Commentary on "Current Statistical Challenges in Oncology Clinical Trials in the Era of Targeted Therapy" by R. Sridhara, K. He, L. Nie, Y.L Shen, and S. Tang.." Stat Biopharm Res. 2015;7(4):357-358. Pub Med
. "SPReM: Sparse projection regression model for high-dimensional linear regression.." J Am Stat Assoc. 2015;110(509):289-302. Pub Med
. "Random effects model for multiple pathway analysis with applications to type II diabetes microarray data.." Stat Biosci. 2015;7(2):167-186. Pub Med
. "Tree-based methods for individualized treatment regimes.." Biometrika. 2015;102(3):501-514. Pub Med
. "Allele-specific copy-number discovery from whole-genome and whole-exome sequencing.." Nucleic Acids Res. 2015;43(14):e90. Pub Med
. "Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration.." Biometrics. 2015;71(4):918-28. Pub Med
. "Incorporating functional information in tests of excess De Novo mutational load.." Am J Hum Genet. 2015;97(2):272-83. Pub Med
. "A fast multiple-kernel method with applications to detect gene-environment interaction.." Genet Epidemiol. 2015;39(6):456-68. Pub Med
. "Using decision lists to construct interpretable and parsimonious treatment regimes.." Biometrics. 2015;71(4):895-904. Pub Med
. "Response to reader reaction.." Biometrics. 2015;71(1):267-273. Pub Med
. "Meta-analysis for discovering rare-variant associations: Statistical methods and software programs.." Am J Hum Genet. 2015;97(1):35-53. Pub Med
. "Automatic structure recovery for additive models.." Biometrika. 2015;102(2):381-395. Pub Med
. "Characterizing expected benefits of biomarkers in treatment selection.." Biostatistics. 2015;16(2):383-99. Pub Med
. "Provider-based research networks and diffusion of surgical technologies among patients with early-stage kidney cancer.." Cancer. 2015;121(6):836-43. Pub Med
. "Integrative analysis of sequencing and array genotype data for discovering disease associations with rare mutations.." Proc Natl Acad Sci U S A. 2015;112(4):1019-24. Pub Med
. "New statistical learning methods for estimating optimal dynamic treatment regimes.." J Am Stat Assoc. 2015;110(510):583-598. Pub Med
. "Hypothesis testing at the extremes: fast and robust association for high-throughput data.." Biostatistics. 2015;16(3):611-25. Pub Med
. "Statistical inference for the additive hazards model under outcome-dependent sampling.." Can J Stat. 2015;43(3):436-453. Pub Med
. "Assessing variability of complex descriptive statistics in Monte Carlo studies using resampling methods.." Int Stat Rev. 2015;83(2):228-238. Pub Med
. "Confident difference criterion: a new Bayesian differentially expressed gene selection algorithm with applications.." BMC Bioinformatics. 2015;16():245. Pub Med
. "Validation of survival prognostic models for non-small-cell lung cancer in stage- and age-specific groups.." Lung Cancer. 2015;90(2):281-7. Pub Med
. "Parameter estimation in Cox models with missing failure indicators and the OPPERA study.." Stat Med. 2015;34(30):3984-96. Pub Med
. "Bayesian inference for multivariate meta-regression with a partially observed within-study sample covariance matrix.." J Am Stat Assoc. 2015;110(510):528-544. Pub Med
. "Penalized Q-Learning for dynamic treatment regimens.." Stat Sin. 2015;25(3):901-920. Pub Med
. "Cook's distance measures for varying coefficient models with functional responses.." Technometrics. 2015;57(2):268-280. Pub Med
. "On model selections for repeated measurement data in clinical studies.." Stat Med. 2015;34(10):1621-33. Pub Med
. "Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation.." Stat Methods Med Res. 2015;24(6):836-55. Pub Med
. "Joint analysis of survival time and longitudinal categorical outcomes.." Stat Biosci. 2015;7(1):19-47. Pub Med
. "Assessing gene-environment interactions for common and rare variants with binary traits using gene-trait similarity regression.." Genetics. 2015;199(3):695-710. Pub Med
. "A penalized likelihood approach for investigating gene-drug interactions in pharmacogenetic studies.." Biometrics. 2015;71(2):529-37. Pub Med
. "Modelling recurrent events: A tutorial for analysis in epidemiology.." Int J Epidemiol. 2015;44(1):324-33. Pub Med
. "Complete effect-profile assessment in association studies with multiple genetic and multiple environmental factors.." Genet Epidemiol. 2015;39(2):122-33. Pub Med
. "Domain selection for the varying coefficient model via local polynomial regression.." Comput Stat Data Anal. 2015;83():236-250. Pub Med
. "Quantifying the average of the time-varying hazard ratio via a class of transformations.." Lifetime Data Anal. 2015;21(2):259-79. Pub Med
. "On optimal treatment regimes selection for mean survival time.." Stat Med. 2015;34(7):1169-84. Pub Med
. "Sparse and efficient estimation for partial spline models with increasing dimension.." Ann Inst Stat Math. 2015;67(1):93-127. Pub Med
. "Data fraud in clinical trials.." Clin Investig (Lond). 2015;5(2):161-173. Pub Med
. "Statistical issues for design and analysis of single-arm multi-stage phase II cancer clinical trials.." Contemp Clin Trials. 2015;42():9-17. Pub Med
. "Doubly robust learning for estimating individualized treatment with censored data.." Biometrika. 2015;102(1):151-168. Pub Med
. "Comparison of operational characteristics for binary tests with clustered data.." Stat Med. 2015;34(15):2325-33. Pub Med
. "Assessing temporal agreement between central and local progression-free survival times.." Stat Med. 2015;34(5):844-58. Pub Med
. "Optimal estimation for regression models on τ-year survival probability.." J Biopharm Stat. 2015;25(3):539-47. Pub Med
. "Incorporating covariates in skewed functional data models.." Biostatistics. 2015;16(3):413-26. Pub Med
. "Module-based association analysis for omics data with network structure.." PLoS One. 2015;10(3):e0122309. Pub Med
. "On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning.." Stat. 2015;4(1):59-68. Pub Med
. "A counterfactual p-value approach for benefit-risk assessment in clinical trials.." J Biopharm Stat. 2015;25(3):508-24. Pub Med
. "A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard.." Biometrics. 2015;71(2):538-47. Pub Med
. "Failure time regression with continuous informative auxiliary covariates.." J Stat Distrib Appl. 2015;2():2. Pub Med
. "A novel test to compare two treatments based on endpoints involving both nonfatal and fatal events.." Pharm Stat. 2015;14(4):273-83. Pub Med
. "Efficient estimation of nonparametric genetic risk function with censored data.." Biometrika. 2015;102(3):515-532. Pub Med
. "Hypothesis testing for two-stage designs with over or under enrollment.." Stat Med. 2015;34(16):2417-26. Pub Med
. "Bayesian inference of hidden gamma wear process model for survival data with ties.." Stat Sin. 2015;25(4):1613-1635. Pub Med
. "Quantile regression for censored mixed-effects models with applications to HIV studies.." Stat Interface. 2015;8(2):203-215. Pub Med
. "Analysis of the proportional hazards model with sparse longitudinal covariates.." J Am Stat Assoc. 2015;110(511):1187-1196. Pub Med
. "Proper use of allele-specific expression improves statistical power for cis-eQTL mapping with RNA-Seq data.." J Am Stat Assoc. 2015;110(511):962-974. Pub Med
. "Multitrial evaluation of progression-free survival as a surrogate end point for overall survival in first-line extensive-stage small-cell lung cancer.." J Thorac Oncol. 2015;10(7):1099-106. Pub Med
. "BFLCRM: A Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer's disease.." Ann Appl Stat. 2015;9(4):2153-2178. Pub Med
. "Bayesian probability of success for clinical trials using historical data.." Stat Med. 2015;34(2):249-64. Pub Med
. "The use of Bayesian hierarchical models for adaptive randomization in biomarker-driven phase II studies.." J Biopharm Stat. 2015;25(1):66-88. Pub Med
. "Joint modeling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modeling working group.." Stat Med. 2015;34(14):2181-95. Pub Med
. "Responses to discussants of 'Joint modeling of survival and longitudinal non-survival data: current methods and issues. report of the DIA Bayesian joint modeling working group'.." Stat Med. 2015;34(14):2202-3. Pub Med
. "Enrollment and stopping rules for managing toxicity requiring long follow-up in phase II oncology trials.." J Biopharm Stat. 2015;25(6):1206-14. Pub Med
. "Predicting Alzheimer's disease using combined imaging-whole genome SNP data.." J Alzheimers Dis. 2015;46(3):695-702. Pub Med
. "Statistical significance of clustering using soft thresholding.." J Comput Graph Stat. 2015;24(4):975-993. Pub Med
. "Bayesian path specific frailty models for multi-state survival data with applications.." Biometrics. 2015;71(3):760-71. Pub Med
. "iqLearn: Interactive Q-Learning in R.." J Stat Softw. 2015;64(1):. Pub Med
. "Reinforcement learning trees.." J Am Stat Assoc. 2015;110(512):1770-1784. Pub Med
. "Diagnostic measures for the Cox regression model with missing covariates.." Biometrika. 2015;102(4):907-923. Pub Med
. "The power prior: Theory and applications.." Stat Med. 2015;34(28):3724-49. Pub Med
. "Estimation after a group sequential trial.." Stat Biosci. 2015;7(2):187-205. Pub Med
. "Effective dimension reduction for sparse functional data.." Biometrika. 2015;102(2):421-437. Pub Med
. "A new method for detecting associations with rare copy-number variants.." PLoS Genet. 2015;11(10):e1005403. Pub Med
. "Regression analysis of sparse asynchronous longitudinal data.." J R Stat Soc Series B Stat Methodol. 2015;77(4):755-776. Pub Med
. "Joint estimation of multiple precision matrices with common structures.." J Mach Learn Res. 2015;16():1035-1062. Pub Med
. "Diseased region detection of longitudinal knee magnetic resonance imaging data.." IEEE Trans Med Imaging. 2015;34(9):1914-27. Pub Med
Year: 2014
. "Analysis of gene-gene interactions using gene-trait similarity regression.." Hum Hered. 2014;78(1):17-26. Pub Med
. "Inference about the expected performance of a data-driven dynamic treatment regime.." Clin Trials. 2014;11(4):408-417. Pub Med
. "SGPP: Spatial Gaussian predictive process models for neuroimaging data.." Neuroimage. 2014;89():70-80. Pub Med
. "Interaction screening for ultra-high dimensional data.." J Am Stat Assoc. 2014;109(507):1285-1301. Pub Med
. "Discussion of combining biomarkers to optimize patient treatment recommendations.." Biometrics. 2014;70(3):713-6. Pub Med
. "Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation.." Biometrics. 2014;70(3):765-73. Pub Med
. "Sample size/power calculation for stratified case-cohort design.." Stat Med. 2014;33(23):3973-85. Pub Med
. "More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines.." Brain Struct Funct. 2014;219(2):551-69. Pub Med
. "FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data.." Neuroimage. 2014;84():753-64. Pub Med
. "Variable selection in nonparametric classification via measurement error model selection likelihoods.." J Am Stat Assoc. 2014;109(506):574-589. Pub Med
. "Gene-level pharmacogenetic analysis on survival outcomes using gene-trait similarity regression.." Ann Appl Stat. 2014;8(2):1232-1255. Pub Med
. "Stratified Fisher's exact test and its sample size calculation.." Biom J. 2014;56(1):129-40. Pub Med
. "The analysis of multivariate longitudinal data: a review.." Stat Methods Med Res. 2014;23(1):42-59. Pub Med
. "An empirical bayes method for multivariate meta-analysis with an application in clinical trials.." Commun Stat Theory Methods. 2014;43(16):3536-3551. Pub Med
. "Meta-analysis of sequencing studies with heterogeneous genetic associations.." Genet Epidemiol. 2014;38(5):389-401. Pub Med
. "Common variants in psychiatric risk genes predict brain structure at birth.." Cereb Cortex. 2014;24(5):1230-46. Pub Med
. "Genetic association analysis under complex survey sampling: the Hispanic Community Health Study/Study of Latinos.." Am J Hum Genet. 2014;95(6):675-88. Pub Med
. "On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: sequential trials, random sample sizes, and missing data.." Stat Methods Med Res. 2014;23(1):11-41. Pub Med
. "Interquantile shrinkage and variable selection in quantile regression.." Comput Stat Data Anal. 2014;69():208-219. Pub Med
. "Joint modeling of longitudinal and survival data with missing and left-censored time-varying covariates.." Stat Med. 2014;33(26):4560-76. Pub Med
. "SNP_NLMM: A SAS macro to implement a flexible random effects density for generalized linear and nonlinear mixed models.." J Stat Softw. 2014;56():2. Pub Med
. "Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program.." Stat Med. 2014;33(9):1600-18. Pub Med
. "A global logrank test for adaptive treatment strategies based on observational studies.." Stat Med. 2014;33(5):760-71. Pub Med
. "Flexible stopping boundaries when changing primary endpoints after unblinded interim analyses.." J Biopharm Stat. 2014;24(4):817-33. Pub Med
. "Phase II clinical trials with time-to-event endpoints: optimal two-stage designs with one-sample log-rank test.." Stat Med. 2014;33(12):2004-16. Pub Med
. "Multivariate recurrent events in the presence of multivariate informative censoring with applications to bleeding and transfusion events in myelodysplastic syndrome.." J Biopharm Stat. 2014;24(2):429-42. Pub Med
. "Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching.." Lifetime Data Anal. 2014;20(1):76-105. Pub Med
. "Network meta-analysis of randomized clinical trials: reporting the proper summaries.." Clin Trials. 2014;11(2):246-62. Pub Med
. "Bayesian sensitivity analysis of statistical models with missing data.." Stat Sin. 2014;24(2):871-896. Pub Med
. "Increase in speech recognition due to linguistic mismatch between target and masker speech: monolingual and simultaneous bilingual performance.." J Speech Lang Hear Res. 2014;57(3):1089-97. Pub Med
. "Accelerated intensity frailty model for recurrent events data.." Biometrics. 2014;70(3):579-87. Pub Med
. "Estimation of optimal dynamic treatment regimes.." Clin Trials. 2014;11(4):400-407. Pub Med
. "Use of historical control data for assessing treatment effects in clinical trials.." Pharm Stat. 2014;13(1):41-54. Pub Med
. "Semiparametric inference for data with a continuous outcome from a two-phase probability dependent sampling scheme.." J R Stat Soc Series B Stat Methodol. 2014;76(1):197-215. Pub Med
. "Set-valued dynamic treatment regimes for competing outcomes.." Biometrics. 2014;70(1):53-61. Pub Med
. "mmeta: An R package for multivariate meta-analysis.." J Stat Softw. 2014;56(11):11. Pub Med
. "Discussion of "Combining biomarkers to optimize patient treatment recommendation".." Biometrics. 2014;70(3):707-10. Pub Med
. "Bayesian transformation models for multivariate survival data.." Scand Stat Theory Appl. 2014;41(1):187-199. Pub Med
. "Randomized phase II clinical trials.." J Biopharm Stat. 2014;24(4):802-16. Pub Med
. "Integrative gene set analysis of multi-platform data with sample heterogeneity.." Bioinformatics. 2014;30(11):1501-7. Pub Med
. "Sample size determination in shared frailty models for multivariate time-to-event data.." J Biopharm Stat. 2014;24(4):908-23. Pub Med
. "A multiple imputation method for sensitivity analyses of time-to-event data with possibly informative censoring.." J Biopharm Stat. 2014;24(2):229-53. Pub Med
. "Efficient estimation of semiparametric transformation models for two-phase cohort studies.." J Am Stat Assoc. 2014;109(505):371-383. Pub Med
. "Targeted local support vector machine for age-dependent classification.." J Am Stat Assoc. 2014;109(507):1174-1187. Pub Med
. "Statistical issues in the design and analysis of nCounter projects.." Cancer Inform. 2014;13(Suppl 7):35-43. Pub Med
. "On the impact of covariate measurement error on spatial regression modelling.." Environmetrics. 2014;25(8):560-570. Pub Med
. "Dynamic treatment regimes: technical challenges and applications.." Electron J Stat. 2014;8(1):1225-1272. Pub Med
. "Type I error control for tree classification.." Cancer Inform. 2014;13(Suppl 7):11-8. Pub Med
. "A trivariate meta-analysis of diagnostic studies accounting for prevalence and non-evaluable subjects: re-evaluation of the meta-analysis of coronary CT angiography studies.." BMC Med Res Methodol. 2014;14():128. Pub Med
. "Bayesian generalized low rank regression models for neuroimaging phenotypes and genetic markers.." J Am Stat Assoc. 2014;109(507):997-990. Pub Med
. "On varying-coefficient independence screening for high-dimensional varying-coefficient models.." Stat Sin. 2014;24(4):1735-1752. Pub Med
. "A multiple imputation strategy for sequential multiple assignment randomized trials.." Stat Med. 2014;33(24):4202-14. Pub Med
. "Bayesian case-deletion model complexity and information criterion.." Stat Interface. 2014;7(4):531-542. Pub Med
. "DTIPrep: quality control of diffusion-weighted images.." Front Neuroinform. 2014;8():4. Pub Med
. "Environmental and genetic contributors to salivary testosterone levels in infants.." Front Endocrinol (Lausanne). 2014;5():187. Pub Med
. "Censored rank independence screening for high-dimensional survival data.." Biometrika. 2014;101(4):799-814. Pub Med
. "Two-dimensional solution surface for weighted support vector machines.." J Comput Graph Stat. 2014;23(2):383-402. Pub Med
. "Assessing model fit in joint models of longitudinal and survival data with applications to cancer clinical trials.." Stat Med. 2014;33(27):4715-33. Pub Med
. "Multicategory angle-based large-margin classification.." Biometrika. 2014;101(3):625-640. Pub Med
. "Probability-enhanced sufficient dimension reduction for binary classification.." Biometrics. 2014;70(3):546-55. Pub Med
. "Hypothesis testing for band size detection of high-dimensional banded precision matrices.." Biometrika. 2014;101(2):477-483. Pub Med
. "Research methods for clinical trials in personalized medicine: A systematic review.." Lost In Translation: Barriers to Incentives for Translational Research in Medical Sciences. 2014;():.
. "Empirical likelihood for estimating equations with nonignorably missing data.." Stat Sin. 2014;24(2):723-747. Pub Med
. "UNC-Utah NA-MIC framework for DTI fiber tract analysis.." Front Neuroinform. 2014;7():51. Pub Med
. "Bayesian meta-experimental design for evaluating cardiovascular risk.." Quantitative Evaluation if Safety in Drug Development: Design, Analysis and Reporting. 2014;():13-38.
. "Q- and A-learning methods for estimating optimal dynamic treatment regimes.." Stat Sci. 2014;29(4):640-661. Pub Med
. "Interactive model building for Q-learning.." Biometrika. 2014;101(4):831-847. Pub Med
. "Functional-mixed effects models for candidate genetic mapping in imaging genetic studies.." Genet Epidemiol. 2014;38(8):680-91. Pub Med
. "Comment on "Dynamic treatment regimes: Technical challenges and applications"." Electron J Stat. 2014;8(1):1290-1300. Pub Med
. "A model-free machine learning method for risk classification and survival probability prediction.." Stat. 2014;3(1):337-350. Pub Med
. "Estimating effect of environmental contaminants on women's subfecundity for the MoBa study data with an outcome-dependent sampling scheme.." Biostatistics. 2014;15(4):636-50. Pub Med
. "Pathway-guided identification of gene-gene interactions.." Ann Hum Genet. 2014;78(6):478-91. Pub Med
. "Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life.." PLoS One. 2014;9(9):e108306. Pub Med
. "Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome.." Biometrics. 2014;70(4):1003-13. Pub Med
. "Impact of sex and gonadal steroids on neonatal brain structure.." Cereb Cortex. 2014;24(10):2721-31. Pub Med
Year: 2013
. "A nonparametric spatial model for periodontal data with non-random missingness.." J Am Stat Assoc. 2013;108(503):. Pub Med
. "Interquantile shrinkage in regression models.." J Comput Graph Stat. 2013;22(4):. Pub Med
. "Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions.." Biometrika. 2013;100(3):. Pub Med
. "Consistent group identification and variable selection in regression with correlated predictors.." J Comput Graph Stat. 2013;22(2):319-340. Pub Med
. "Nomenclature for alleles of the thiopurine methyltransferase gene.." Pharmacogenet Genomics. 2013;23(4):242-8. Pub Med
. "MASS: Meta-analysis of score statistics for sequencing studies.." Bioinformatics. 2013;29(14):1803-5. Pub Med
. "Unified analysis of secondary traits in case-control association studies.." J Am Stat Assoc. 2013;108(502):. Pub Med
. "Meta-analysis of gene-level associations for rare variants based on single-variant statistics.." Am J Hum Genet. 2013;93(2):236-48. Pub Med
. "Cancer pharmacogenomics: early promise, but concerted effort needed.." Science. 2013;339(6127):1563-6. Pub Med
. "Pharmacogenetics, enzyme probes and therapeutic drug monitoring as potential tools for individualizing taxane therapy.." Pharmacogenomics. 2013;14(5):555-74. Pub Med
. "A general framework for association tests with multivariate traits in large-scale genomics studies.." Genet Epidemiol. 2013;37(8):759-67. Pub Med
. "Adaptively weighted large margin classifiers.." J Comput Graph Stat. 2013;22(2):. Pub Med
. "Latent supervised learning.." J Am Stat Assoc. 2013;108(503):. Pub Med
. "Block-diagonal discriminant analysis and its bias-corrected rules.." Stat Appl Genet Mol Biol. 2013;12(3):347-59. Pub Med
. "Nonparametric estimation of the mean function for recurrent event data with missing event category.." Biometrika. 2013;100(3):. Pub Med
. "Multicategory reclassification statistics for assessing improvements in diagnostic accuracy.." Biostatistics. 2013;14(2):382-94. Pub Med
. "Pharmacogenomics as a risk mitigation strategy for chemotherapeutic cardiotoxicity.." Pharmacogenomics. 2013;14(2):205-13. Pub Med
. "Assessing the causal effect of organ transplantation on the distribution of residual lifetime.." Biometrics. 2013;69(4):820-9. Pub Med
. "Biclustering with heterogeneous variance.." Proc Natl Acad Sci U S A. 2013;110(30):12253-8. Pub Med
. "Bayesian inference on risk differences: an application to multivariate meta-analysis of adverse events in clinical trials.." Stat Biopharm Res. 2013;5(2):142-155. Pub Med
. "Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme.." Biometrics. 2013;69(3):714-23. Pub Med
. "Evaluating statistical hypotheses using weakly-identifiable estimating functions.." Scand Stat Theory Appl. 2013;40(2):256-273. Pub Med
. "ROC curve estimation under test-result-dependent sampling.." Biostatistics. 2013;14(1):160-72. Pub Med
. "Marginal additive hazards model for case-cohort studies with multiple disease outcomes: an application to the Atherosclerosis Risk in Communities (ARIC) study.." Biostatistics. 2013;14(1):28-41. Pub Med
. "Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs.." Stat Med. 2013;32(23):3972-90. Pub Med
. "Quantitative trait analysis in sequencing studies under trait-dependent sampling.." Proc Natl Acad Sci U S A. 2013;110(30):12247-52. Pub Med
. "Empirical pathway analysis, without permutation.." Biostatistics. 2013;14(3):573-85. Pub Med
. "Medical records-based postmarketing safety evaluation of rare events with uncertain status.." J Biopharm Stat. 2013;23(1):201-12. Pub Med
. "Sample size considerations of prediction-validation methods in high-dimensional data for survival outcomes.." Genet Epidemiol. 2013;37(3):276-82. Pub Med
. "Variable selection for optimal treatment decision.." Stat Methods Med Res. 2013;22(5):493-504. Pub Med
. "More efficient estimators for case-cohort studies.." Biometrika. 2013;100(3):695-708. Pub Med
. "Efficient robust regression via two-stage generalized empirical likelihood.." J Am Stat Assoc. 2013;108(502):644-655. Pub Med
. "Doubly-robust estimators of treatment-specific survival distributions in observational studies with stratified sampling.." Biometrics. 2013;69(4):830-9. Pub Med
. "Semiparametric inference on the penetrances of rare genetic mutations based on a case-family design.." J Stat Plan Inference. 2013;143(2):368-377. Pub Med
. "Adaptive Q-learning.." From Probability to Statistics and Back: High-Dimensional Models and Processes -- A Festschrift in Honor of Jon A. Wellner. 2013;9():150-162.
. "Joint modeling of longitudinal and cure-survival data.." J Stat Theory Pract. 2013;7(2):324-344. Pub Med
. "Factor selection and structural identification in the interaction ANOVA model.." Biometrics. 2013;69(1):70-9. Pub Med
. "Auxiliary marker-assisted classification in the absence of class identifiers.." J Am Stat Assoc. 2013;108(502):553-565. Pub Med
. "Kappa statistic for clustered dichotomous responses from physicians and patients.." Stat Med. 2013;32(21):3700-19. Pub Med
. "Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm.." Stat Med. 2013;32(12):2140-54. Pub Med
. "Ten-year experience with extended criteria cardiac transplantation.." Circ Heart Fail. 2013;6(6):1230-8. Pub Med
. "A longitudinal functional analysis framework for analysis of white matter tract statistics.." Inf Process Med Imaging. 2013;23():220-31. Pub Med
. "Varying coefficient model for modeling diffusion tensors along white matter tracts.." Ann Appl Stat. 2013;7(1):102-125. Pub Med
. "Translational studies of phenotypic probes for the mononuclear phagocyte system and liposomal pharmacology.." J Pharmacol Exp Ther. 2013;347(3):599-606. Pub Med
. "Moment adjusted imputation for multivariate measurement error data with applications to logistic regression.." Comput Stat Data Anal. 2013;67():15-24. Pub Med
. "Efficient estimation of the distribution of time to composite endpoint when some endpoints are only partially observed.." Lifetime Data Anal. 2013;19(4):513-46. Pub Med
. "The optimal power puzzle: Scrutiny of the monotone likelihood ratio assumption in multiple testing.." Biometrika. 2013;100(2):495-502. Pub Med
. "Prediction of a time-to-event trait using genome wide SNP data.." BMC Bioinformatics. 2013;14():58. Pub Med
. "Semiparametric ROC analysis using accelerated regression models.." Stat Sin. 2013;23():829-851. Pub Med
. "Bayesian modeling and inference for clinical trials with partial retrieved data following dropout.." Stat Med. 2013;32(24):4180-95. Pub Med
. "Variable selection for nonparametric quantile regression via smoothing spline ANOVA.." Stat. 2013;2(1):255-268. Pub Med
. "Bayesian spatial transformation models with applications in neuroimaging data.." Biometrics. 2013;69(4):1074-83. Pub Med
. "Establishment of reference standards in biosimilar studies.." GaBI J. 2013;2(4):173-177. Pub Med
. "Medical records-based postmarketing safety evaluation of rare events with uncertain status.." J Biopharm Stat. 2013;23(4):744-55. Pub Med
. "Estimating time-varying effects for overdispersed recurrent events data with treatment switching.." Biometrika. 2013;100(2):339-354. Pub Med
. "Duration of eptifibatide infusion after percutaneous coronary intervention and outcomes among high-risk patients with non-ST-segment elevation acute coronary syndrome: insights from EARLY ACS.." Eur Heart J Acute Cardiovasc Care. 2013;2(3):246-55. Pub Med
. "Tensor regression with applications in neuroimaging data analysis.." J Am Stat Assoc. 2013;108(502):540-552. Pub Med
. "Diseased region detection of longitudinal knee MRI data.." Inf Process Med Imaging. 2013;23():632-43. Pub Med
. "Efficient semiparametric estimation of short-term and long-term hazard ratios with right-censored data.." Biometrics. 2013;69(4):840-9. Pub Med
. "Statistical considerations in biosimilar assessment using biosimilarity index.." J Bioequivalence Bioavailab. 2013;5(5):209-214. Pub Med
. "Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data.." Neuroimage. 2013;72():91-105. Pub Med
. "Clinical characteristics, response to exercise training, and outcomes in patients with heart failure and chronic obstructive pulmonary disease: findings from Heart Failure and A Controlled Trial Investigating Outcomes of Exercise TraiNing (HF-ACTION).." Am Heart J. 2013;165(2):193-9. Pub Med
. "Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type.." Psychiatry Res. 2013;211(1):1-10. Pub Med
. "Diffusion tensor imaging-based characterization of brain neurodevelopment in primates.." Cereb Cortex. 2013;23(1):36-48. Pub Med
Year: 2012
. "Estimation of AUC or Partial AUC under test-result-dependent sampling.." Stat Biopharm Res. 2012;4(4):313-323. Pub Med
. "Assessing Similarity to Existing Drugs to Decide Whether to Continue Drug Development.." Stat Biopharm Res. 2012;4(3):293-300. Pub Med
. "A confidence region approach to tuning for variable selection.." J Comput Graph Stat. 2012;21(2):295-314. Pub Med
. "Consistent high-dimensional Bayesian variable selection via penalized credible regions.." J Am Stat Assoc. 2012;107(500):1610-1624. Pub Med
. "Predictive accuracy of covariates for event times.." Biometrika. 2012;99(3):615-630. Pub Med
. "Recursively imputed survival trees.." J Am Stat Assoc. 2012;107(497):331-340. Pub Med
. "TwinMARM: Two-stage multiscale adaptive regression methods for twin neuroimaging data.." IEEE Trans Med Imaging. 2012;31(5):1100-12. Pub Med
. "Q-learning with censored data.." Ann Stat. 2012;40(1):529-560. Pub Med
. "Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates.." Biometrics. 2012;68(4):1083-92. Pub Med
. "Multivariate varying coefficient model for functional responses.." Ann Stat. 2012;40(5):2634-2666. Pub Med
. "Estimating optimal treatment regimes from a classification perspective.." Stat. 2012;1(1):103-114. Pub Med
. "Estimating individualized treatment rules using outcome weighted learning.." J Am Stat Assoc. 2012;107(449):1106-1118. Pub Med
. "An exponential bound for Cox regression.." Stat Probab Lett. 2012;82(7):1267-1272. Pub Med
. "The case-only independence assumption: associations between genetic polymorphisms and smoking among controls in two population-based studies.." Int J Mol Epidemiol Genet. 2012;3(4):333-60. Pub Med
. "Joint models of longitudinal data and recurrent events with informative terminal event.." Stat Biosci. 2012;4(2):262-281. Pub Med
. "Data for cancer comparative effectiveness research: past, present, and future potential.." Cancer. 2012;118(21):5186-97. Pub Med
. "On sample size calculation for comparing survival curves under general hypothesis testing.." J Biopharm Stat. 2012;22(3):485-95. Pub Med
. "Phase II cancer clinical trials with heterogeneous patient populations.." J Biopharm Stat. 2012;22(2):312-28. Pub Med
. "Checking semiparametric transformation models with censored data.." Biostatistics. 2012;13(1):18-31. Pub Med
. "Marginal hazard regression for correlated failure time data with auxiliary covariates.." Lifetime Data Anal. 2012;18(1):116-38. Pub Med
. "Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes.." Biometrics. 2012;68(2):578-86. Pub Med
. "Performance of rapid influenza H1N1 diagnostic tests: a meta-analysis.." Influenza Other Respir Viruses. 2012;6(2):80-6. Pub Med
. "Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: methods for the absolute risk difference and relative risk.." Stat Methods Med Res. 2012;21(6):621-33. Pub Med
. "Discussion of the paper "Clustering random curves under spatial interdependence with application to service accessibility" by Jiang and Serban.." Technometrics. 2012;54(2):129-133. Pub Med
. "Gene selection using iterative feature elimination random forests for survival outcomes.." IEEE/ACM Trans Comput Biol Bioinform. 2012;9(5):1422-31. Pub Med
. "A robust method for estimating optimal treatment regimes.." Biometrics. 2012;68(4):1010-8. Pub Med
. "Perturbation and scaled Cook's distance.." Ann Stat. 2012;40(2):785-811. Pub Med
. "Moment-based method for random effects selection in linear mixed models.." Stat Sin. 2012;22(4):1539-1562. Pub Med
. "Semiparametric additive marginal regression models for multiple type recurrent events.." Lifetime Data Anal. 2012;18(4):504-27. Pub Med
. "Time-varying latent effect model for longitudinal data with informative observation times.." Biometrics. 2012;68(4):1093-102. Pub Med
. "A framework for understanding cancer comparative effectiveness research data needs.." J Clin Epidemiol. 2012;65(11):1150-8. Pub Med
. "Multivariate phenotype association analysis by marker-set kernel machine regression.." Genet Epidemiol. 2012;36(7):686-95. Pub Med
. "Meta-analysis methods and models with applications in evaluation of cholesterol-lowering drugs.." Stat Med. 2012;31(28):3597-616. Pub Med
. "Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials.." Stat Med. 2012;31(29):3789-804. Pub Med
. "Power and sample size calculations for SNP association studies with censored time-to-event outcomes.." Genet Epidemiol. 2012;36(6):538-48. Pub Med
. "Targeted cancer clinical trials.." Designs for Clinical Trials. 2012;():157-177.
. "A regression approach to ROC surface, with applications to Alzheimer's disease.." Sci China Math. 2012;55(8):1583-1595. Pub Med
. "Semiparametric Bayesian local functional models for diffusion tensor tract statistics.." Neuroimage. 2012;63(1):460-74. Pub Med
. "Power and sample size calculation for microarray studies.." J Biopharm Stat. 2012;22(1):30-42. Pub Med
. "Comparative effectiveness of oxaliplatin vs non-oxaliplatin-containing adjuvant chemotherapy for stage III colon cancer.." J Natl Cancer Inst. 2012;104(3):211-27. Pub Med
. "Mixed model analysis of censored longitudinal data with flexible random-effects density.." Biostatistics. 2012;13(1):61-73. Pub Med
. "Bayesian case influence measures for statistical models with missing data.." J Comput Graph Stat. 2012;21(1):253-271. Pub Med
. "Rapid and robust resampling-based multiple-testing correction with application in a genome-wide expression quantitative trait loci study.." Genetics. 2012;190(4):1511-20. Pub Med
. "A genome-wide association study identifies novel loci for paclitaxel-induced sensory peripheral neuropathy in CALGB 40101.." Clin Cancer Res. 2012;18(18):5099-109. Pub Med
. "Network meta-analysis of margin threshold for women with ductal carcinoma in situ.." J Natl Cancer Inst. 2012;104(7):507-16. Pub Med
. "Intrinsic regression models for medial representation of subcortical structures.." J Am Stat Assoc. 2012;107(497):12-23. Pub Med
. "Local polynomial regression for symmetric positive definite matrices.." J R Stat Soc Series B Stat Methodol. 2012;74(4):697-719. Pub Med
. "Bayesian methods in clinical trials: A Bayesian analysis of ECOG trials E1684 and E1690.." BMC Med Res Methodol. 2012;12():183. Pub Med
. "Bayesian influence measures for joint models for longitudinal and survival data.." Biometrics. 2012;68(3):954-64. Pub Med
. "Missing data in clinical studies: Issues and methods.." J Clin Oncol. 2012;30(26):3297-303. Pub Med
. "Bayesian lasso for semiparametric structural equation models.." Biometrics. 2012;68(2):567-77. Pub Med
. "The interactive decision committee for chemical toxicity analysis.." J Stat Res. 2012;46(2):157-186. Pub Med
. "Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study.." Biometrika. 2012;99(1):167-184. Pub Med
. "Bidirectional discrimination with application to data visualization.." Biometrika. 2012;99(4):851-864. Pub Med
Year: 2011
. "Bayesian influence analysis: A geometric approach.." Biometrika. 2011;98(2):307-323. Pub Med
. "A moment-adjusted imputation method for measurement error models.." Biometrics. 2011;67(4):1461-70. Pub Med
. "SNPpy--database management for SNP data from genome wide association studies.." PLoS One. 2011;6(10):e24982. Pub Med
. "Pathway-based identification of SNPs predictive of survival.." Eur J Hum Genet. 2011;19(6):704-9. Pub Med
. "Semiparametric transformation rate model for recurrent event data.." Stat Biosci. 2011;3(2):187-207. Pub Med
. "Genome-wide association study identifies five new schizophrenia loci.." Nat Genet. 2011;43(10):969-76. Pub Med
. "A general framework for detecting disease associations with rare variants in sequencing studies.." Am J Hum Genet. 2011;89(3):354-67. Pub Med
. "Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior.." Br J Math Stat Psychol. 2011;64(Pt 1):69-106. Pub Med
. "Proportional rate models for recurrent time event data under dependent censoring: A comparative study.." Recent Advances in Biostatistics. 2011;4():123-141.
. "Fixed and random effects selection in mixed effects models.." Biometrics. 2011;67(2):495-503. Pub Med
. "Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout.." Biometrics. 2011;67(2):536-45. Pub Med
. "Multiscale adaptive regression models for neuroimaging data.." J R Stat Soc Series B Stat Methodol. 2011;73(4):559-578. Pub Med
. "Incorporating higher-order representative features improves prediction in network-based cancer prognosis analysis.." BMC Med Genomics. 2011;4():5. Pub Med
. "Semiparametric inference for a 2-stage outcome-auxiliary-dependent sampling design with continuous outcome.." Biostatistics. 2011;12(3):521-34. Pub Med
. "Multiple testing of treatment-effect-modifying biomarkers in a randomized clinical trial with a survival endpoint.." Stat Med. 2011;30(13):1502-18. Pub Med
. "Reinforcement learning strategies for clinical trials in nonsmall cell lung cancer.." Biometrics. 2011;67(4):1422-33. Pub Med
. "Additive mixed effect model for clustered failure time data.." Biometrics. 2011;67(4):1340-51. Pub Med
. "Sample size and power determination in joint modeling of longitudinal and survival data.." Stat Med. 2011;30(18):2295-309. Pub Med
. "Multiple testing for gene sets from microarray experiments.." BMC Bioinformatics. 2011;12():209. Pub Med
. "Semiparametric estimation of treatment effect with time-lagged response in the presence of informative censoring.." Lifetime Data Anal. 2011;17(4):566-93. Pub Med
. "Studying gene and gene-environment effects of uncommon and common variants on continuous traits: a marker-set approach using gene-trait similarity regression.." Am J Hum Genet. 2011;89(2):277-88. Pub Med
. "Combining an evolution-guided clustering algorithm and haplotype-based LRT in family association studies.." BMC Genet. 2011;12():48. Pub Med
. "Linear or nonlinear? Automatic structure discovery for partially linear models.." J Am Stat Assoc. 2011;106(495):1099-1112. Pub Med
. "Discussion of "Connections between survey calibration estimators and semiparametric models for incomplete data" by T. Lumley, P.A. Shaw & J.Y. Dai.." Int Stat Rev. 2011;79(2):221-223. Pub Med
. "Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging.." Neuroimage. 2011;58(4):993-1005. Pub Med
. "FADTTS: Functional analysis of diffusion tensor tract statistics.." Neuroimage. 2011;56(3):1412-25. Pub Med
. "Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI.." Neuroimage. 2011;56(3):890-906. Pub Med
. "Comment on "Adaptive confidence intervals for the test error in classification"." J Am Stat Assoc. 2011;106(495):920-924. Pub Med
. "Maximum likelihood estimation in generalized linear models with multiple covariates subject to detection limits.." Stat Med. 2011;30(20):2551-61. Pub Med
. "Sufficient dimension reduction via bayesian mixture modeling.." Biometrics. 2011;67(3):886-95. Pub Med
. "Surface estimation, variable selection, and the nonparametric oracle property.." Stat Sin. 2011;21(2):679-705. Pub Med
. "A spatial dirichlet process mixture model for clustering population genetics data.." Biometrics. 2011;67(2):381-90. Pub Med
. "Estimation of treatment effect for the sequential parallel design.." Stat Med. 2011;30(30):3496-506. Pub Med
. "FSR methods for second-order regression models.." Comput Stat Data Anal. 2011;55(6):2026-2037. Pub Med
. "On the aggregation of multimarker information for marker-set and sequencing data analysis: Genotype collapsing vs. similarity collapsing.." Front Genet. 2011;2():110. Pub Med
. "Hard or soft classification? Large-margin unified machines.." J Am Stat Assoc. 2011;106(493):166-177. Pub Med
. "Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial.." Biostatistics. 2011;12(2):258-69. Pub Med
. "Bayesian design of noninferiority trials for medical devices using historical data.." Biometrics. 2011;67(3):1163-70. Pub Med
. "Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis.." Biostatistics. 2011;12(4):710-22. Pub Med
. "A variable selection method for genome-wide association studies.." Bioinformatics. 2011;27(1):1-8. Pub Med
. "P-value precision and reproducibility.." Am Stat. 2011;65(4):213-221. Pub Med
. "Statistical considerations for analysis of microarray experiments.." Clin Transl Sci. 2011;4(6):466-77. Pub Med
. "DiNAMIC: A method to identify recurrent DNA copy number aberrations in tumors.." Bioinformatics. 2011;27(5):678-85. Pub Med
. "Simultaneous critical values for t-tests in very high dimensions.." Bernoulli (Andover). 2011;17(1):347-394. Pub Med
. "Inverse regression estimation for censored data.." J Am Stat Assoc. 2011;106(493):178-190. Pub Med
Year: 2010
. "Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM.." Med Image Comput Comput Assist Interv. 2010;13(Pt 2):274-81. Pub Med
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