GRAPHICAL DIAGNOSTICS METHODS BASED ON GENERALIZED RESIDUALS FOR LOGISTIC REGRESSION MODELS

作者：del Carmen Pardo Maria; Viviani Paola

来源：Pakistan Journal of Statistics, 2012, 28(4): 495-512.

• Logistic regression
• binary data
• empirical probability plot
• generalized residuals

The logistic regression model is remarkably flexible. Nevertheless, lack of fit may also occur so to be able to detect departures from the model is important. In this paper, a generalized empirical probability plot based on generalized residuals is developed. The method is illustrated with simulated and real data.

• 出版日期2012-10