home/categories/machine-learning/gptomics-bioskills-clinical-biostatistics-logistic-regression-skill-md
machine-learningdata-ai
bio-clinical-biostatistics-logistic-regression
Performs logistic regression for clinical trial outcomes including binary, ordinal, and multinomial models. Extracts odds ratios with confidence intervals, handles covariate adjustment, and provides Firth penalized regression for rare events or separation. Use when modeling binary or ordinal endpoints from clinical data.
maintainer
GPTomics
更新於 4/7/2026
星標
471
分支
81
quick start
Installation and usage
Performs logistic regression for clinical trial outcomes including binary, ordinal, and multinomial models. Extracts odds ratios with confidence intervals, handles covariate adjustment, and provides Firth penalized regression for rare events or separation. Use when modeling binary or ordinal endpoints from clinical data.
安裝
$ install --globalskills.sh
使用
安裝後,您可以透過在終端機執行以下指令來使用此技能:
skills use bio-clinical-biostatistics-logistic-regression