Biostatistics Technical Reports
rr2013-001.pdf
Austin E, Pan W, Shen X
Penalized Regression and Risk Prediction in Genome-Wide Association Studies
Research Report 2013-1, Division of Biostatistics, University of Minnesota, 2013
To appear in Statistical Analysis and Data Mining
rr2013-002.pdf
Zhu Y, Shen X, Pan W
Simultaneous grouping pursuit and feature selection over an undirected graph
Research Report 2013-2, Division of Biostatistics, University of Minnesota, 2013
To appear JASA
rr2013-003.pdf
and rr2013-003suppl.pdf
Kim S, Pan W, Shen X
Network-based penalized regression with application to genomic data
Research Report 2013-3, Division of Biostatistics, University of Minnesota, 2013
To appear in Biometrics.
rr2013-004.pdf
Murray, T.A., Hobbs, B.P., Lystig, T.C., and Carlin, B.P.
``Composite Kaplan-Meier and semiparametric commensurate Bayesian models for post-market medical device surveillance with historical survival information."
Research Report 2013-4, Division of Biostatistics, University of Minnesota, 2013
Submitted to Biometrics.
rr2013-005.pdf
Ohlssen, D., Price, K.L., Xia, H.A., Hong, H., Kerman, J., Fu, H., Quartey, G., Heilmann, C.R., Ma, H., and Carlin, B.P.
``Guidance on the implementation and reporting of a drug safety Bayesian network meta-analysis."
Research Report 2013-5, Division of Biostatistics, University of Minnesota, 2013
Submitted to Pharmaceutical Statistics.
rr2013-006.pdf
Finkelstein, S.M., Lindgren, B.R., Robiner, W.N., Lindquist, R., Hertz, M.I., Carlin, B.P., and VanWormer, A.M.,
Comparing health and quality of life of lung transplant recipients following manual nurse and computer-based triage utilizing home spirometry monitoring
Research Report 2013-6, Division of Biostatistics, University of Minnesota, 2013
Submitted to Telemedicine and e-Health
rr2013-007.pdf
Carlin, B.P. and Hong, H.,
``Bayesian multiple treatment comparisons for safety evaluation."
Research Report 2013-7, Division of Biostatistics, University of Minnesota, 2013
Submitted to Quantitative Evaluation of Safety in Drug Development: Design, Analysis, and Reporting.
rr2013-008.pdf
and rr2013-008suppl.pdf
Rizopoulos, D., Hatfield, L.A., Carlin, B.P., and Takkenberg, J.J.M.,
``Combining dynamic predictions from joint models for longitudinal and time-to-event data using Bayesian model averaging."
Research Report 2013-8, Division of Biostatistics, University of Minnesota, 2013
Submitted to J. Amer. Statist. Assoc.
rr2013-009.pdf
Carlin, B.P. and Murray, T.A.
Discussion of ``Bayesian Nonparametric Inference -- Why and How," by Peter Muller and Riten Mitra
Research Report 2013-9, Division of Biostatistics, University of Minnesota, 2013
Submitted to Bayesian Analysis.
rr2013-010.pdf
Zhang Y, Pan W
Adjusting for Population Stratification and Relatedness with Sequencing Data
Research Report 2013-10, Division of Biostatistics, University of Minnesota, 2013
To appear in BMC Proceedings, a special issue for the Genetic Analysis Workshop (GAW) 18
rr2013-011.pdf
Austin E, Pan W, Shen X
Does the inclusion of rare variants improve risk prediction?
Research Report 2013-11, Division of Biostatistics, University of Minnesota, 2013
To appear in BMC Proceedings, a special issue for the Genetic Analysis Workshop (GAW) 18
rr2013-012.pdf
Pan W, Shen X, Liu B
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty
Research Report 2013-12, Division of Biostatistics, University of Minnesota, 2013
Submitted to Journal of Machine Learning Research