Abstract
Graphical paradigms for assessing the adequacy of nearly any regression model are discussed. The fundamental idea is to examine the fit of a model using a sequence of marginal model plots. On each plot, nonparametric estimates of fit derived from the model are compared to nonparametric fits based on the observed data. Several examples are given.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 490-499 |
| Number of pages | 10 |
| Journal | Journal of the American Statistical Association |
| Volume | 92 |
| Issue number | 438 |
| DOIs | |
| State | Published - 1997 |
Keywords
- Marginal model plots
- Model criticism
- Residual plots
- Response plots
- Smoothing