为解决单一评估者（教师）在心理健康普筛中漏诊率高的问题，研究人员采用贝叶斯逻辑回归模型（Bayesian logistic regression），整合学生背景信息（如人口统计学变量、纪律转介记录）与多源评估数据（教师报告与学生自评SAEBRS量表），构建分层风险预测系统。

This paper describes a method for a model-based analysis of clinical safety data called multivariate Bayesian logistic regression (MBLR). Parallel logistic regression models are fit to a set of ...

这篇研究通过贝叶斯逻辑回归模型（Bayesian logistic regression）和马尔可夫链蒙特卡洛（MCMC）方法，首次量化了船速与佛罗里达海牛（Trichechus manatus latirostris）致死性碰撞概率的关系。研究创新性地采用多重插补（MI）和先验信息贝叶斯（IP）模型处理船速报告的不 ...

Logistic regression is a powerful statistical method that is used to model the probability that a set of explanatory (independent or predictor) variables predict data in an outcome (dependent or ...