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  1. Survival - Outcome after 30 days = Dead or Alive
  2. Year - Year of procedure = 1994-2013
  3. Age - Age of patient = 16.0-101.5
  4. ISS - Injury Severity Score = 0-75
  5. Sex - Gender of patient = Male or Female
  6. inctoCran - Time from head injury to craniotomy in minutes = 0-2880 (After 2880 minutes is defined as a separate diagnosis)
  7.  
  8. glm.ASDH.1iiia = glm(formula = Survive ~ Age + GCS + I((ISS/10)^-1) +
  9. Year + inctoCran + oth, family = binomial(logit), data = ASDH_Paper1.1)
  10.  
  11. glm(formula = Survive ~ Age + GCS + I((ISS/10)^-1) + Year + inctoCran +
  12. oth, family = binomial(logit), data = ASDH_Paper1.1)
  13.  
  14. Deviance Residuals:
  15. Min 1Q Median 3Q Max
  16. -2.7574 -1.0416 0.5471 0.8335 1.6451
  17.  
  18. Coefficients:
  19. Estimate Std. Error z value Pr(>|z|)
  20. (Intercept) -7.080e+01 1.887e+01 -3.753 0.000175 ***
  21. Age -2.697e-02 2.999e-03 -8.993 < 2e-16 ***
  22. GCS 1.418e-01 1.347e-02 10.526 < 2e-16 ***
  23. I((ISS/10)^-1) 6.888e+00 7.939e-01 8.675 < 2e-16 ***
  24. Year 3.435e-02 9.392e-03 3.657 0.000255 ***
  25. inctoCran 2.784e-04 9.939e-05 2.802 0.005084 **
  26. oth1 4.539e-01 1.406e-01 3.227 0.001249 **
  27. ---
  28. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
  29.  
  30. (Dispersion parameter for binomial family taken to be 1)
  31.  
  32. Null deviance: 2588.6 on 2134 degrees of freedom
  33. Residual deviance: 2246.9 on 2128 degrees of freedom
  34. AIC: 2260.9
  35.  
  36. Number of Fisher Scoring iterations: 5
  37.  
  38. > a = as.matrix(cbind(coef(glm.ASDH.1iiia),exp(coef(glm.ASDH.1iiia))))
  39. > colnames(a)<-c("Estimate","Odds Ratio")
  40. >
  41. > a
  42. Estimate Odds Ratio
  43. (Intercept) -7.079897e+01 1.788124e-31
  44. Age -2.696559e-02 9.733947e-01
  45. GCS 1.417526e-01 1.152292e+00
  46. I((ISS/10)^-1) 6.887658e+00 9.801029e+02
  47. Year 3.434687e-02 1.034944e+00
  48. inctoCran 2.784436e-04 1.000278e+00
  49. oth1 4.538892e-01 1.574424e+00
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