Sampling uncertainty versus method uncertainty: A general framework with applications to omics biomarker selection
Abstract
Uncertainty is a crucial issue in statistics which can be considered from different points of view. One type of uncertainty, typically referred to as sampling uncertainty, arises through the variability of results obtained when the same analysis strategy is applied to different samples. Another type of uncertainty arises through the variability of results obtained when using the same sample but different analysis strategies addressing the same...
Paper Details
Title
Sampling uncertainty versus method uncertainty: A general framework with applications to omics biomarker selection
Published Date
May 17, 2019
Journal
Volume
62
Issue
3
Pages
670 - 687
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