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Jun 26th, 2019
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  1. require(ggplot2)
  2.  
  3.  
  4. > anova(lm(price~table+depth, data = diamonds))
  5. Response: price
  6. Df Sum Sq Mean Sq F value Pr(>F)
  7. depth 1 9.7323e+07 9.7323e+07 6.2202 0.01263 *
  8. table 1 1.4462e+10 1.4462e+10 924.2957 < 2e-16 ***
  9. Residuals 53937 8.4391e+11 1.5646e+07
  10.  
  11. > anova(lm(price~depth+table, data = diamonds))
  12. Response: price
  13. Df Sum Sq Mean Sq F value Pr(>F)
  14. table 1 1.3876e+10 1.3876e+10 886.825 < 2.2e-16 ***
  15. depth 1 6.8360e+08 6.8360e+08 43.691 3.882e-11 ***
  16. Residuals 53937 8.4391e+11 1.5646e+07
  17.  
  18. delivery.df = data.frame(
  19. Service = c(rep("Carrier 1", 15), rep("Carrier 2", 15),
  20. rep("Carrier 3", 15)),
  21. Destination = c(rep(c("Office 1", "Office 2", "Office 3",
  22. "Office 4", "Office 5"), 9)),
  23. Time = c(15.23, 14.32, 14.77, 15.12, 14.05,
  24. 15.48, 14.13, 14.46, 15.62, 14.23, 15.19, 14.67, 14.48, 15.34, 14.22,
  25. 16.66, 16.27, 16.35, 16.93, 15.05, 16.98, 16.43, 15.95, 16.73, 15.62,
  26. 16.53, 16.26, 15.69, 16.97, 15.37, 17.12, 16.65, 15.73, 17.77, 15.52,
  27. 16.15, 16.86, 15.18, 17.96, 15.26, 16.36, 16.44, 14.82, 17.62, 15.04)
  28. )
  29.  
  30.  
  31. > anova(lm(Time ~ Service*Destination, data = delivery.df))
  32. Response: Time
  33. Df Sum Sq Mean Sq F value Pr(>F)
  34. Service 2 23.1706 11.5853 161.5599 < 2.2e-16 ***
  35. Destination 4 17.5415 4.3854 61.1553 5.408e-14 ***
  36. Service:Destination 8 4.1888 0.5236 7.3018 2.360e-05 ***
  37. Residuals 30 2.1513 0.0717
  38.  
  39. > anova(lm(Time ~Destination*Service, data = delivery.df))
  40. Response: Time
  41. Df Sum Sq Mean Sq F value Pr(>F)
  42. Destination 4 17.5415 4.3854 61.1553 5.408e-14 ***
  43. Service 2 23.1706 11.5853 161.5599 < 2.2e-16 ***
  44. Destination:Service 8 4.1888 0.5236 7.3018 2.360e-05 ***
  45. Residuals 30 2.1513 0.0717
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