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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
更新于 4/7/2026
星标
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.
安装
$ install --globalskills.sh
使用
安装后,您可以通过在终端运行以下命令来使用此技能:
skills use bio-clinical-biostatistics-logistic-regression