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stat.ME2022
Statistical Depth based Normalization and Outlier Detection of Gene Expression Data
Alicia Nieto-Reyes, Javier Cabrera
Normalization and outlier detection belong to the preprocessing of gene expression data. We propose a natural normalization procedure based on statistical data depth which normaliz…
stat.ME2007★ 3 cited
Estimating the proportion of differentially expressed genes in comparative DNA microarray experiments
Javier Cabrera, Ching-Ray Yu
DNA microarray experiments, a well-established experimental technique, aim at understanding the function of genes in some biological processes. One of the most common experiments i…