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
Atualizado 4/7/2026
Estrelas
471
Forks
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.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use bio-clinical-biostatistics-logistic-regression