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