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 ...

The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 43, No. 3 (September/septembre 2015), pp. 337-357 (21 pages) Multivariate ordinal data are modelled as a finite ...

This course is available on the MSc in Applied Social Data Science, MSc in Data Science, MSc in Econometrics and Mathematical Economics, MSc in Health Data Science, MSc in Quantitative Methods for ...