Created
July 4, 2016 20:26
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| y a b c d e | |
| 0 6 62.1 no male A | |
| 1 18 74.7 yes female B | |
| 1 16 69.7 no female A | |
| 0 14 71 no male C | |
| 1 5 56.9 no male B | |
| 0 11 58.7 no female B | |
| 0 8 63.3 no male B | |
| 1 11 70.4 no male A | |
| 1 15 70.5 no male C | |
| 0 11 59.2 no male B | |
| 0 19 76.4 yes male A | |
| 0 17 71.7 no male B | |
| 1 12 57.5 yes male C | |
| 1 10 61.1 no female B |
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| > data = read.table('df.txt', header=T) | |
| > model = glm(y ~ c:d, data=data, family='binomial') | |
| > summary(model) | |
| Call: | |
| glm(formula = y ~ c:d, family = "binomial", data = data) | |
| Deviance Residuals: | |
| Min 1Q Median 3Q Max | |
| -1.4823 -0.9695 -0.4847 1.1082 1.4006 | |
| Coefficients: (1 not defined because of singularities) | |
| Estimate Std. Error z value Pr(>|z|) | |
| (Intercept) -9.549e-17 1.414e+00 0.000 1.000 | |
| cno:dfemale 6.931e-01 1.871e+00 0.371 0.711 | |
| cyes:dfemale 1.757e+01 3.956e+03 0.004 0.996 | |
| cno:dmale -5.108e-01 1.592e+00 -0.321 0.748 | |
| cyes:dmale NA NA NA NA | |
| (Dispersion parameter for binomial family taken to be 1) | |
| Null deviance: 19.408 on 13 degrees of freedom | |
| Residual deviance: 17.177 on 10 degrees of freedom | |
| AIC: 25.177 | |
| Number of Fisher Scoring iterations: 16 |
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