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Jun 16th, 2019
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  1. glm(formula = deaths ~ Divide + year + offset(log(population)),
  2. family = poisson(link = "log"), data = nsfemaleMerge)
  3.  
  4. Deviance Residuals:
  5. Min 1Q Median 3Q Max
  6. -6.5420 -2.1335 0.4779 2.3226 5.7547
  7.  
  8. Coefficients:
  9. Estimate Std. Error z value Pr(>|z|)
  10. (Intercept) 64.5738825 0.3792783 170.25 <2e-16 ***
  11. DivideSouth -0.1726417 0.0054365 -31.76 <2e-16 ***
  12. year -0.0348758 0.0001914 -182.23 <2e-16 ***
  13. ---
  14. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
  15.  
  16. (Dispersion parameter for poisson family taken to be 1)
  17.  
  18. Null deviance: 38817.15 on 103 degrees of freedom
  19. Residual deviance: 890.77 on 101 degrees of freedom
  20. AIC: 1817.8
  21.  
  22. Number of Fisher Scoring iterations: 4
  23.  
  24. glm(formula = deaths ~ Divide + year + offset(log(population)),
  25. family = quasipoisson(link = "log"), data = nsfemaleMerge)
  26.  
  27. Deviance Residuals:
  28. Min 1Q Median 3Q Max
  29. -6.5420 -2.1335 0.4779 2.3226 5.7547
  30.  
  31. Coefficients:
  32. Estimate Std. Error t value Pr(>|t|)
  33. (Intercept) 64.5738825 1.1243161 57.43 <2e-16 ***
  34. DivideSouth -0.1726417 0.0161158 -10.71 <2e-16 ***
  35. year -0.0348758 0.0005673 -61.47 <2e-16 ***
  36. ---
  37. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
  38.  
  39. (Dispersion parameter for quasipoisson family taken to be 8.787408)
  40.  
  41. Null deviance: 38817.15 on 103 degrees of freedom
  42. Residual deviance: 890.77 on 101 degrees of freedom
  43. AIC: NA
  44.  
  45. Number of Fisher Scoring iterations: 4
  46.  
  47. Call:
  48. glm.nb(formula = deaths ~ Divide + year + offset(log(population)),
  49. data = nsfemaleMerge, init.theta = 142.5507992, link = log)
  50.  
  51. Deviance Residuals:
  52. Min 1Q Median 3Q Max
  53. -2.3861 -0.6426 0.1220 0.7028 2.2366
  54.  
  55. Coefficients:
  56. Estimate Std. Error t value Pr(>|t|)
  57. (Intercept) 62.6865274 1.1806850 53.09 <2e-16 ***
  58. DivideSouth -0.1810315 0.0177523 -10.20 <2e-16 ***
  59. year -0.0339236 0.0005934 -57.17 <2e-16 ***
  60. ---
  61. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
  62.  
  63. (Dispersion parameter for Negative Binomial(142.5508) family taken to be 1.023361)
  64.  
  65. Null deviance: 3655.61 on 103 degrees of freedom
  66. Residual deviance: 104.97 on 101 degrees of freedom
  67. AIC: 1262.2
  68.  
  69. Number of Fisher Scoring iterations: 1
  70.  
  71. Analysis of Deviance Table
  72.  
  73. Model 1: deaths ~ Divide + year + offset(log(population))
  74. Model 2: deaths ~ Divide + year + offset(log(population))
  75. Model 3: deaths ~ Divide + year + offset(log(population))
  76. Resid. Df Resid. Dev Df Deviance Pr(>Chi)
  77. 1 101 890.77
  78. 2 101 890.77 0 0.00
  79. 3 101 104.97 0 785.81
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