home/categories/scientific-computing/gptomics-bioskills-metabolomics-statistical-analysis-skill-md
scientific-computingresearch

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
更新日 4/6/2026
スター
471
フォーク
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.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use bio-metabolomics-statistical-analysis