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Pixel saturation occurs when the pixel intensity exceeds the scanner upper threshold of detection and the recorded pixel intensity is then truncated at the threshold. Truncation of the pixel intensity causes the estimates of gene expression (i.e., intensity) to be biased. Microarray experiments...
Persistent link: https://www.econbiz.de/10005246495
The level of differential gene expression may be defined as a fold change, a frequency of upregulation, or some other measure of the degree or extent of a difference in expression across groups of interest. On the basis of expression data for hundreds or thousands of genes, inferring which genes...
Persistent link: https://www.econbiz.de/10005046588
and computationally fast alternative we propose a novel shrinkage covariance estimator that exploits the Ledoit-Wolf (2003 …) lemma for analytic calculation of the optimal shrinkage intensity. Subsequently, we apply this improved covariance estimator …
Persistent link: https://www.econbiz.de/10005046623
The level of differential gene expression may be defined as a fold change, a frequency of upregulation, or some other measure of the degree or extent of a difference in expression across groups of interest. On the basis of expression data for hundreds or thousands of genes, inferring which genes...
Persistent link: https://www.econbiz.de/10005585070