Standardized estimates from categorical regression models.

  title={Standardized estimates from categorical regression models.},
  author={Marshall M. Joffe and Sander Greenland},
  journal={Statistics in medicine},
  volume={14 19},
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

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