Standardized estimates from categorical regression models.

@article{Joffe1995StandardizedEF,
  title={Standardized estimates from categorical regression models.},
  author={Marshall M. Joffe and Sander Greenland},
  journal={Statistics in medicine},
  year={1995},
  volume={14 19},
  pages={2131-41}
}
We consider the problem of interpreting categorical regression models, such as the polytomous logistic model, the continuation-ratio model, the stereotype model, and the cumulative-odds model. We present a method to convert categorical regression coefficients into estimates of standardized fitted probabilities, probability differences and probability ratios. We use a delta-method approach to estimate standard errors. We then present a small simulation study to compare different transforms for… CONTINUE READING

From This Paper

Topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 17 extracted citations

Assessment of risks by predicting counterfactuals.

Statistics in medicine • 2009
View 6 Excerpts
Highly Influenced

Similar Papers

Loading similar papers…