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
Обновлено 4/7/2026
Звёзды
471
Форки
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.
Установка
$ install --globalskills.sh
Использование
После установки вы можете использовать этот skill, выполнив следующую команду в терминале:
skills use bio-clinical-biostatistics-logistic-regression