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Full-Text Articles in Medicine and Health Sciences
Comment On Global Dynamics Of Biological Systems, Radhakrishnan Nagarajan
Comment On Global Dynamics Of Biological Systems, Radhakrishnan Nagarajan
Radhakrishnan Nagarajan
No abstract provided.
Multiple Testing Procedures Under Confounding, Debashis Ghosh
Multiple Testing Procedures Under Confounding, Debashis Ghosh
Debashis Ghosh
While multiple testing procedures have been the focus of much statistical research, an important facet of the problem is how to deal with possible confounding. Procedures have been developed by authors in genetics and statistics. In this chapter, we relate these proposals. We propose two new multiple testing approaches within this framework. The first combines sensitivity analysis methods with false discovery rate estimation procedures. The second involves construction of shrinkage estimators that utilize the mixture model for multiple testing. The procedures are illustrated with applications to a gene expression profiling experiment in prostate cancer.