Regression modelRegression / GLM
稳健分层线性模型
稳健分层线性模型（Robust HLM）通过替换或保护其标准误差免受分布假设（主要是非正态残差、异方差性和有影响力的聚类）的违反，扩展了标准HLM。它保留了嵌套的、两级（或更高级别）结构，同时在真实世界数据条件下产生更可靠的推断。
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来源
- Maas, C. J. M., & Hox, J. J. (2004). Robustness issues in multilevel regression analysis. Statistica Neerlandica, 58(2), 127–137. DOI: 10.1046/j.0039-0402.2003.00252.x ↗
- Hox, J. J. (2010). Multilevel Analysis: Techniques and Applications (2nd ed.). Routledge. ISBN: 978-1848728462
如何引用本页
ScholarGate. (2026, June 3). Robust Hierarchical Linear Model. ScholarGate. https://scholargate.app/zh/statistics/robust-hierarchical-linear-model
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