## Graphical diagnostics to check model misspecification for the proportional odds regression model.

- Ivy Liu, Bhramar Mukherjee, Thomas Suesse, David John Sparrow, Sung Kyun Park
- Statistics in medicine
- 2009

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@article{Arbogast2005ModelcheckingTF, title={Model-checking techniques for stratified case-control studies.}, author={Patrick G. Arbogast and De-Ye Lin}, journal={Statistics in medicine}, year={2005}, volume={24 2}, pages={ 229-47 } }

- Published in Statistics in medicine 2005
DOI:10.1002/sim.1932

We present graphical and numerical methods for assessing the adequacy of the logistic regression model for stratified case-control data. The proposed methods are derived from the cumulative sum of residuals over the covariate or linear predictor. Under the assumed model, the cumulative residual process converges weakly to a zero-mean Gaussian process whose distribution can be approximated via Monte Carlo simulation. The observed cumulative residual pattern can then be compared both visually and… CONTINUE READING