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bio-metabolomics-statistical-analysis

Statistical analysis for metabolomics data. Covers preprocessing (log2 transformation, normalization), limma moderated testing with empirical Bayes, Welch's t-tests with BH correction, fold change estimation, and multivariate methods (PCA, PLS-DA, OPLS-DA). Use when identifying differentially abundant metabolites or building classification models.

GPTomics
maintainer
GPTomics
اپ ڈیٹ ہوا 4/6/2026
اسٹارز
471
فورکس
81
quick start

Installation and usage

Statistical analysis for metabolomics data. Covers preprocessing (log2 transformation, normalization), limma moderated testing with empirical Bayes, Welch's t-tests with BH correction, fold change estimation, and multivariate methods (PCA, PLS-DA, OPLS-DA). Use when identifying differentially abundant metabolites or building classification models.

انسٹالیشن
$ install --globalskills.sh
استعمال

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skills use bio-metabolomics-statistical-analysis