Residuals for multinomial models

• 成果类型: Article
• 署名作者: Seber, GAF; Nyangoma, SO
• 署名单位: University of Auckland
• 刊物名称: BIOMETRIKA
• ISSN/ISSBN: 0006-3444
• DOI: 10.1093/biomet/87.1.183
• 发表日期: 2000
• 页码: 183191
• 关键词: nonlinear-regression

摘要

Ordinary residuals from linear models are useful for diagnostic purposes. Unfortunately residuals from nonlinear models do not share the same useful properties, and Cook & Tsai (1985) introduced so-called projected residuals which overcome some of the problems. After setting up some second-order asymptotics, we briefly discuss various residuals used currently for multinomial models and introduce some new diagnostics including projected residuals. Two examples, from genetics and psychology, are briefly considered.