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Jan 22nd, 2019
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  1. N <- 50
  2. df <- data.frame(
  3. LA1 = sample(1:10, size = N, replace = TRUE),
  4. LA2 = sample(1:10, size = N, replace = TRUE),
  5. LA3 = sample(1:10, size = N, replace = TRUE),
  6. LA4 = sample(1:10, size = N, replace = TRUE),
  7. LA5 = sample(1:10, size = N, replace = TRUE),
  8. LA6 = sample(1:10, size = N, replace = TRUE),
  9. LA7 = sample(1:10, size = N, replace = TRUE),
  10. LA8 = sample(1:10, size = N, replace = TRUE),
  11. LAY = sample(1:10, size = N, replace = TRUE),
  12.  
  13. UF1 = sample(1:10, size = N, replace = TRUE),
  14. UF2 = sample(1:10, size = N, replace = TRUE),
  15. UF3 = sample(1:10, size = N, replace = TRUE),
  16. UF4 = sample(1:10, size = N, replace = TRUE),
  17. UF5 = sample(1:10, size = N, replace = TRUE),
  18. UF6 = sample(1:10, size = N, replace = TRUE),
  19. UFY = sample(1:10, size = N, replace = TRUE),
  20.  
  21. EK1 = sample(1:10, size = N, replace = TRUE),
  22. EK2 = sample(1:10, size = N, replace = TRUE),
  23. EK3 = sample(1:10, size = N, replace = TRUE),
  24. EK4 = sample(1:10, size = N, replace = TRUE),
  25. EK5 = sample(1:10, size = N, replace = TRUE),
  26. EK6 = sample(1:10, size = N, replace = TRUE),
  27. EK7 = sample(1:10, size = N, replace = TRUE),
  28. EK8 = sample(1:10, size = N, replace = TRUE),
  29. EK9 = sample(1:10, size = N, replace = TRUE),
  30. EK10 = sample(1:10, size = N, replace = TRUE),
  31. EK11 = sample(1:10, size = N, replace = TRUE),
  32. EK12 = sample(1:10, size = N, replace = TRUE),
  33. EKY = sample(1:10, size = N, replace = TRUE),
  34.  
  35. Z1 = sample(1:10, size = N, replace = TRUE),
  36. Z2 = sample(1:10, size = N, replace = TRUE),
  37. Z3 = sample(1:10, size = N, replace = TRUE)
  38. )
  39.  
  40. m1=lm(formula = LAY ~ LA1+LA2+LA3+LA4+LA5+LA6+LA7+LA8, data = df)
  41. m11=step(m1,direction="both")
  42.  
  43. m2=lm(formula = UFY ~ UF1+UF2+UF3+UF4+UF5+UF6,data = df)
  44. m22=step(m2,direction="both")
  45.  
  46. m3=lm(formula = EKY ~ EK1+EK2+EK3+EK4+EK5+EK6+EK7+EK8+EK9+EK10+EK11+EK12, data = df)
  47. m33=step(m3,direction="both")
  48.  
  49. m8=lm(formula = Z1 ~ LAY+UFY+EKY, data = df)
  50. m88=step(m8,direction="both")
  51.  
  52. m9=lm(formula = Z2 ~ LAY+UFY+EKY, data = df)
  53. m99=step(m9,direction="both")
  54.  
  55. m10=lm(formula = Z3 ~ LAY+UFY+EKY, data = df)
  56. m100=step(m10,direction="both")
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