Coefficient Statistics for Logistic Regression

GLM provides detailed coefficient statistics for logistic regression, aiding in model evaluation.

Generalized Linear Model classification models generate the following coefficient statistics:

  • Name of the predictor

  • Coefficient estimate

  • Standard error of the coefficient estimate

  • Wald chi-square value of the coefficient estimate

  • Probability of the Wald chi-square value

  • Standardized estimate of the coefficient

  • Lower and upper confidence bounds of the coefficient

  • Exponentiated coefficient

  • Exponentiated coefficient for the upper and lower confidence bounds of the coefficient