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Authors | Title | Year | Citation |
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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. | 2015 | Stat Biopharm Res. 2015;7(4):357-358. Pub Med | |
High-dimensional inference for personalized treatment decision. | 2018 | Electron J Stat. 2018;12(1):2074-2089. Pub Med | |
CODEX2: Full-spectrum copy number variation detection by high-throughput DNA sequencing. | 2018 | Genome Biol. 2018;19(1):202. Pub Med | |
Functional feature construction for individualized treatment regimes. | 2017 | J Am Stat Assoc. 2017;113(523):1219-1227. Pub Med | |
Identifying optimal dosage regimes under safety constraints: An application to long term opioid treatment of chronic pain. | 2018 | Stat Med. 2018;37(9):1407-1418. Pub Med | |
Deep advantage learning for optimal dynamic treatment regime. | 2018 | Stat Theory Relat Fields. 2018;2(1):80-88. Pub Med | |
Sparse concordance-assisted learning for optimal treatment decision. | 2018 | J Mach Learn Res. 2018;18():. Pub Med | |
Quantile-optimal treatment regimens. | 2018 | J Am Stat Assoc. 2018;113(523):1243-1254. Pub Med | |
Association analysis using somatic mutations. | 2018 | PLoS Genet. 2018;14(11):e1007746. Pub Med | |
Feature elimination in kernel machines in moderately high dimensions. | 2019 | Ann Stat. 2019;47(1):497-526. Pub Med | |
Biomarker threshold adaptive designs for survival endpoints. | 2018 | J Biopharm Stat. 2018;28(6):1038-1054. Pub Med | |
Adaptively weighted large margin angle-based classifiers. | 2018 | J Multivar Anal. 2018;166():282-299. Pub Med | |
Multisensory logic of infant-directed aggression by males. | 2018 | Cell. 2018;175(7):1827-1841.e17. Pub Med | |
A practical Bayesian adaptive design incorporating data from historical controls. | 2018 | Stat Med. 2018;37(27):4054-4070. Pub Med | |
Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects. | 2018 | J R Stat Soc Series B Stat Methodol. 2018;80(4):681-702. Pub Med | |
The change-plane Cox model. | 2018 | Biometrika. 2018;105(4):891-903. Pub Med | |
Bayesian modeling and inference for nonignorably missing longitudinal binary response data with applications to HIV prevention trials. | 2018 | Stat Sin. 2018;28():1929-1963. Pub Med | |
Single-nucleotide resolution analysis of nucleotide excision repair of ribosomal DNA in humans and mice. | 2019 | 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. | 2019 | Bioinformatics. 2019;35(12):2084-2092. Pub Med | |
K-Sample comparisons using propensity analysis. | 2019 | Biom J. 2019;61(3):698-713. Pub Med | |
Swimming downstream: Statistical analysis of differential transcript usage following Salmon quantification. | 2018 | F1000Res. 2018;7():952. Pub Med | |
Tests of trend between disease outcomes and ordinal covariates discretized from underlying continuous variables: simulation studies and applications to NHANES 2007-2008. | 2019 | BMC Med Res Methodol. 2019;19(1):2. Pub Med | |
SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data. | 2018 | Neuroimage. 2018;175():230-245. Pub Med | |
Differences in race, molecular and tumor characteristics among women diagnosed with invasive ductal and lobular breast carcinomas. | 2019 | Cancer Causes Control. 2019;30(1):31-39. Pub Med | |
Semiparametric inference for a two-stage outcome-dependent sampling design with interval-censored failure time data. | 2020 | Lifetime Data Anal. 2020;26(1):85-108. Pub Med | |
I-Boost: An integrative boosting approach for predicting survival time with multiple genomics platforms. | 2019 | Genome Biol. 2019;20(1):52. Pub Med | |
Identifying individual risk rare variants using protein structure guided local tests (POINT). | 2019 | PLoS Comput Biol. 2019;15(2):e1006722. Pub Med | |
Interpretable dynamic treatment regimes. | 2018 | J Am Stat Assoc. 2018;113(524):1541-1549. Pub Med | |
Robust regression for optimal individualized treatment rules. | 2019 | Stat Med. 2019;38(11):2059-2073. Pub Med | |
A massive data framework for M-estimators with cubic-rate. | 2018 | J Am Stat Assoc. 2018;113(524):1698-1709. Pub Med | |
Multiplicative rates model for recurrent events in case-cohort studies. | 2020 | Lifetime Data Anal. 2020;26(1):134-157. Pub Med | |
Assessing combinability of phylogenomic data using Bayes factors. | 2019 | Syst Biol. 2019;68(5):744-754. Pub Med | |
Discussion of the Paper by R. L. Prentice and Y. Huang - Optimal Designs and Efficient Inference for Biomarker Studies. | 2018 | Stat Theory Relat Fields. 2018;2(1):21-22. Pub Med | |
Simultaneous clustering and estimation of heterogeneous graphical models. | 2018 | J Mach Learn Res. 2018;18():. Pub Med | |
Optimal treatment allocations in space and time for on-line control of an emerging infectious disease. | 2018 | J R Stat Soc Ser C Appl Stat. 2018;67(4):743-770. Pub Med | |
Differential damage and repair of DNA-adducts induced by anti-cancer drug cisplatin across mouse organs. | 2019 | Nat Commun. 2019;10(1):309. Pub Med | |
A junction coverage compatibility score to quantify the reliability of transcript abundance estimates and annotation catalogs. | 2019 | Life Sci Alliance. 2019;2(1):. Pub Med | |
Semiparametric additive model for estimating risk difference in multicenter studies. | 2018 | Biostat Epidemiol. 2018;2(1):84-98. Pub Med | |
A simple and accurate method to determine genomewide significance for association tests in sequencing studies. | 2019 | Genet Epidemiol. 2019;43(4):365-372. Pub Med | |
Prospects and challenges for clinical decision support in the era of big data. | 2018 | JCO Clin Cancer Inform. 2018;2():. Pub Med | |
Efficient test-based variable selection for high-dimensional linear models. | 2018 | J Multivar Anal. 2018;166():17-31. Pub Med | |
Nucleotide excision repair capacity increases during differentiation of human embryonic carcinoma cells into neurons and muscle cells. | 2019 | J Biol Chem. 2019;294(15):5914-5922. Pub Med | |
Clinical prognostic model for older patients with advanced non-small cell lung cancer. | 2019 | J Geriatr Oncol. 2019;10(4):555-559. Pub Med | |
Look before you leap: Systematic evaluation of tree-based statistical methods in subgroup identification. | 2019 | J Biopharm Stat. 2019;29(6):1082-1102. Pub Med | |
Improved detection of epigenomic marks with mixed effects hidden Markov models. | 2019 | Biometrics. 2019;75(4):1401-1413. Pub Med | |
CRM2DIM: A SAS macro for implementing the dual-agent Bayesian continual reassessment method. | 2019 | Comput Methods Programs Biomed. 2019;176():211-223. Pub Med | |
Weighted NPMLE for the subdistribution of a competing risk. | 2019 | J Am Stat Assoc. 2019;114(525):259-270. Pub Med | |
Impact of esophageal motion on dosimetry and toxicity with thoracic radiation therapy. | 2019 | 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. | 2019 | J Clin Oncol. 2019;37(8):624-635. Pub Med | |
Biclustering via sparse clustering. | 2020 | Biometrics. 2020;76(1):348-358. Pub Med |