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Logistic Regression / Generalized Linear Models

Logistic Regression / Generalized Linear Model Books

  • R squared in logistic regression
  • The Hosmer-Lemeshow goodness of fit test for logistic regression
  • Deviance goodness of fit test for Poisson regression
  • Area under the ROC curve – assessing discrimination in logistic regression
  • Checking functional form in logistic regression using loess plots
  • Comparing predictive ability of two nested logistic regression models
  • Interpreting odds and odds ratios
  • Why shouldn’t I use linear regression if my outcome is binary?
  • The mean of the residuals in logistic regression is always zero

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