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  • Search: isPartOf:"The University of Michigan Department of Biostatistics Working Paper Series"
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gene expression 4 multiple comparisons 3 clinical trials 2 dependence 2 interval censoring 2 linear regression 2 mixture models 2 multiple imputation 2 multivariate distribution 2 prostate cancer 2 screening 2 simultaneous inference 2 transformation model 2 Bayesian analysis 1 Bayesian modeling 1 Bootstrap 1 Case-cohort design 1 Censored linear regression 1 Clayton model 1 Conditional mean regression 1 Counting processes 1 EM Algorithm 1 Estimating functions 1 Hierarchical model 1 La estimation 1 Latent variables 1 Martin-gales 1 Ordinal data 1 PSA slope 1 ROC analysis 1 ROC curve 1 Rank statistic 1 Receiver operating characteristics 1 Resampling methods 1 Studentization 1 U-statistic 1 U-statistics 1 additive risk 1 additive risk model 1 auxiliary variables 1
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Undetermined 25
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Book / Working Paper 25
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Undetermined 25
Author
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Ghosh, Debashis 11 Taylor, Jeremy 4 Chinnaiyan, Arul 3 Johnson, Valen 3 Murray, Susan 3 Nan, Bin 3 Hsu, Chiu-Hsieh 2 Kalbfleisch, Jack 2 Lin, Xihong 2 Little, Rod 2 Yu, Menggang 2 Andrei, Adin-Cristian 1 Banerjee, Moulinath 1 Biswas, Pinaki 1 Chen, Wei 1 Harlow, Sioban 1 Jiang, Wenyu 1 Johnson, Tim 1 Lisabet, Lynda 1 Long, Qi 1 Raghuanthan, Trivellore 1 Sandler, Howard 1 Vartivarian, Sonya 1 Wang, Yue 1
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Berkeley Electronic Press 25
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The University of Michigan Department of Biostatistics Working Paper Series 25
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RePEc 25
Showing 21 - 25 of 25
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Asymptotic Results for Simultaneous Group Sequential Analysis of Rank-Based and Weighted Kaplan-Meier Tests with Paired Survival Data in the Presence of Censoring. Technical report
Andrei, Adin-Cristian; Murray, Susan - Berkeley Electronic Press - 2004
This research sequentially monitors paired survival differences using a new class of non-parametric tests based on functionals of standardized paired weighted log-rank (PWLR) and standardized paired weighted Kaplan-Meier (PWKM) tests. During a trial these tests may alternately assume the role of...
Persistent link: https://www.econbiz.de/10005246064
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Binary isotonic regression procedures, with application to cancer biomarkers
Ghosh, Debashis; Banerjee, Moulinath; Biswas, Pinaki - Berkeley Electronic Press - 2004
There is a lot of interest in the development and characterization of new biomarkers for screening large populations for disease. In much of the literature on diagnostic testing, increased levels of a biomarker correlate with increased disease risk. However, parametric forms are typically used...
Persistent link: https://www.econbiz.de/10005178485
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Classification and selection of biomarkers in genomic data using LASSO
Ghosh, Debashis; Chinnaiyan, Arul - Berkeley Electronic Press - 2004
High-throughput gene expression technologies such as microarrays have been utilized in a variety of scientific applications. Most of the work has been on assessing univariate associations between gene expression with clinical outcome (variable selection) or on developing classification...
Persistent link: https://www.econbiz.de/10005458808
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Monotone Constrained Tensor-product B-spline with application to screening studies
Wang, Yue; Taylor, Jeremy - Berkeley Electronic Press - 2004
When different markers are responsive to different aspects of a disease, combination of multiple markers could provide a better screening test for early detection. It is also resonable to assume that the risk of disease changes smoothly as the biomarker values change and the change in risk is...
Persistent link: https://www.econbiz.de/10005579272
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Bayes Factors Based on Test Statistics
Johnson, Valen - Berkeley Electronic Press - 2004
Traditionally, the use of Bayes factors has required the specification of proper prior distributions on model parameters implicit to both null and alternative hypotheses. In this paper, I describe an approach to defining Bayes factors based on modeling test statistics. Because the distributions...
Persistent link: https://www.econbiz.de/10005750992
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