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Oct 18th, 2018
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  1. m.out <- matchit(OBESE ~ AGE + SEX + RACE, data=match_data, method="nearest", caliper=0.1, standardize=T, ratio=1
  2.  
  3. Call:
  4. matchit(formula = OBESE ~ AGE + SEX + RACE, data = match_data,
  5. method = "nearest", caliper = 0.1, standardize = T, ratio = 1)
  6.  
  7. Sample sizes:
  8. Control Treated
  9. All 1606 413
  10. Matched 398 398
  11. Unmatched 1208 15
  12. Discarded 0 0
  13.  
  14. Call:
  15. matchit(formula = OBESE ~ AGE + SEX + RACE, data = match_data,
  16. method = "nearest", caliper = 0.1, standardize = T, ratio = 1)
  17.  
  18. Summary of balance for all data:
  19. Means Treated Means Control SD Control
  20. distance 0.2877 0.1832 0.1134
  21. AGE 57.1840 62.5959 13.6155
  22. SEXF 0.5448 0.5019 0.5002
  23. SEXM 0.4552 0.4981 0.5002
  24. RACEAsian 0.0048 0.0081 0.0896
  25. RACEBlack or African American 0.1186 0.0679 0.2516
  26. RACENative Hawaiian or Pacific Islander 0.0000 0.0006 0.0250
  27. RACEWhite 0.8692 0.9128 0.2822
  28.  
  29. Mean Diff eQQ Med eQQ Mean eQQ Max
  30. distance 0.1045 0.1023 0.1043 0.2094
  31. AGE -5.4119 6.0000 5.3729 7.0000
  32. SEXF 0.0429 0.0000 0.0436 1.0000
  33. SEXM -0.0429 0.0000 0.0436 1.0000
  34. RACEAsian -0.0033 0.0000 0.0048 1.0000
  35. RACEBlack or African American 0.0508 0.0000 0.0508 1.0000
  36. RACENative Hawaiian or Pacific Islander -0.0006 0.0000 0.0024 1.0000
  37. RACEWhite -0.0436 0.0000 0.0436 1.0000
  38.  
  39. Summary of balance for matched data:
  40. Means Treated Means Control SD Control
  41. distance 0.2725 0.2707 0.1369
  42. AGE 57.6809 57.7688 13.9209
  43. SEXF 0.5452 0.5377 0.4992
  44. SEXM 0.4548 0.4623 0.4992
  45. RACEAsian 0.0050 0.0050 0.0708
  46. RACEBlack or African American 0.1080 0.0829 0.2761
  47. RACENative Hawaiian or Pacific Islander 0.0000 0.0000 0.0000
  48. RACEWhite 0.8794 0.9070 0.2907
  49.  
  50. Mean Diff eQQ Med eQQ Mean eQQ Max
  51. distance 0.0019 0.0026 0.0034 0.0148
  52. AGE -0.0879 1.0000 0.6156 3.0000
  53. SEXF 0.0075 0.0000 0.0075 1.0000
  54. SEXM -0.0075 0.0000 0.0075 1.0000
  55. RACEAsian 0.0000 0.0000 0.0000 0.0000
  56. RACEBlack or African American 0.0251 0.0000 0.0251 1.0000
  57. RACENative Hawaiian or Pacific Islander 0.0000 0.0000 0.0000 0.0000
  58. RACEWhite -0.0276 0.0000 0.0276 1.0000
  59.  
  60. Percent Balance Improvement:
  61. Mean Diff. eQQ Med eQQ Mean eQQ Max
  62. distance 98.1966 97.4478 96.7201 92.9410
  63. AGE 98.3751 83.3333 88.5429 57.1429
  64. SEXF 82.4404 0.0000 82.7052 0.0000
  65. SEXM 82.4404 0.0000 82.7052 0.0000
  66. RACEAsian 100.0000 0.0000 100.0000 100.0000
  67. RACEBlack or African American 50.5144 0.0000 50.5863 0.0000
  68. RACENative Hawaiian or Pacific Islander 100.0000 0.0000 100.0000 100.0000
  69. RACEWhite 36.5769 0.0000 36.5857 0.0000
  70.  
  71. Sample sizes:
  72. Control Treated
  73. All 1606 413
  74. Matched 398 398
  75. Unmatched 1208 15
  76. Discarded 0 0
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