Is cross-validation better than resubstitution for ranking genes? - Ulisses M. Braga-Neto; Ronaldo Fumio Hashimoto; Edward R. Dougherty; Danh V. Nguyen; Raymond J. Carroll (Bioinform., 2004)

Estimating misclassification error with small samples via bootstrap cross-validation. - Wenjiang J. Fu; Raymond J. Carroll; Suojin Wang (Bioinform., 2005)

How many samples are needed to build a classifier: a general sequential approach. - Wenjiang J. Fu; Edward R. Dougherty; Bani K. Mallick; Raymond J. Carroll (Bioinform., 2005)

Statistical models in assessing fold change of gene expression in real-time RT-PCR experiments. - Wenjiang J. Fu; Jianbo Hu; Thomas Spencer; Raymond J. Carroll; Guoyao Wu (Comput. Biol. Chem., 2006)

Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals - Josue G. Martinez; Jianhua Z. Huang; Robert C. Burghardt; Rola Barhoumi; Raymond J. Carroll (CoRR, 2010)

P-Splines Using Derivative Information. - Christopher P. Calderon; Josue G. Martinez; Raymond J. Carroll; Danny C. Sorensen (Multiscale Model. Simul., 2010)

Erratum: P-Splines Using Derivative Information. - Christopher P. Calderon; Josue G. Martinez; Raymond J. Carroll; Danny C. Sorensen (Multiscale Model. Simul., 2010)

Hierarchical Bayesian methods for integration of various types of genomics data. - Elizabeth M. Jennings; Jeffrey S. Morris; Raymond J. Carroll; Ganiraju Manyam; Veerabhadran Baladandayuthapani (GENSiPS, 2012)

Feature Selection for High-dimensional Integrated Data. - Charles Zheng; Scott Schwartz; Robert S. Chapkin; Raymond J. Carroll; Ivan Ivanov 001 (SDM, 2012)

Application of survival analysis methodology to the quantitative analysis of LC-MS proteomics data. - Carmen D. Tekwe; Raymond J. Carroll; Alan R. Dabney (Bioinform., 2012)

Bayesian methods for expression-based integration of various types of genomics data. - Elizabeth M. Jennings; Jeffrey S. Morris; Raymond J. Carroll; Ganiraju Manyam; Veerabhadran Baladandayuthapani (EURASIP J. Bioinform. Syst. Biol., 2013)

A New Study of Two Divergence Metrics for Change Detection in Data Streams. - Abdulhakim Ali Qahtan; Suojin Wang; Raymond J. Carroll; Xiangliang Zhang 001 (ECAI, 2014)

Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data. - Tanya P. Garcia; Samuel Müller 001; Raymond J. Carroll; Rosemary L. Walzem (Bioinform., 2014)

Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements. - Rolando De la Cruz; Cristian Meza; Ana Arribas-Gil; Raymond J. Carroll (J. Multivar. Anal., 2016)

Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems. - Anindya Bhadra; Raymond J. Carroll (Stat. Comput., 2016)

Frequentist standard errors of Bayes estimators. - DongHyuk Lee; Raymond J. Carroll; Samiran Sinha (Comput. Stat., 2017)

On the impact of model selection on predictor identification and parameter inference. - Ruth M. Pfeiffer; Andrew Redd; Raymond J. Carroll (Comput. Stat., 2017)

A semiparametric efficient estimator in case-control studies for gene-environment independent models. - Liang Liang; Yanyuan Ma; Raymond J. Carroll (J. Multivar. Anal., 2019)

Gaussian Processes with Errors in Variables: Theory and Computation. - Shuang Zhou 013; Debdeep Pati; Tianying Wang; Yun Yang; Raymond J. Carroll (J. Mach. Learn. Res., 2023)

Learning competing risks across multiple hospitals: one-shot distributed algorithms. - Dazheng Zhang; Jiayi Tong; Naimin Jing; Yuchen Yang; Chongliang Luo; Yiwen Lu; Dimitri A. Christakis; Diana Güthe; Mady Hornig; Kelly J. Kelleher; Keith E. Morse; Colin M. Rogerson; et al. (J. Am. Medical Informatics Assoc., 2024)

One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites. - Dazheng Zhang; Jiayi Tong; Ronen Stein; Yiwen Lu; Naimin Jing; Yuchen Yang; Mary Regina Boland; Chongliang Luo; Robert N. Baldassano; Raymond J. Carroll; Christopher B. Forrest; Yong Chen 016 (J. Biomed. Informatics, 2024)