Deviance Residuals and Normal Scores Plots
讨论了基于偏差残差的正态顺序统计量图在回归模型中检验分布假设的应用,涵盖连续、离散及删失数据,并通过示例说明错误分布识别与模型选择。
We discuss the use of normal order statistics plots, based on deviance residuals, to check distributional assumptions in regression models. Continuous and discrete error distributions are considered, as are censored data. Misspecified error distributions and discrimination between competing models are discussed, with an example.