Tokyo.R#04
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  • 1. R 10 14 . yokkuns: . 4 R (Tokyo.R#04) 2010/04/24 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 1 / 69
  • 2. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 2 / 69
  • 3. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 3 / 69
  • 4. : : yokkuns twitter : yokkuns : Web : R Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 4 / 69
  • 5. R - Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 5 / 69
  • 6. R - Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 5 / 69
  • 7. R - Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 5 / 69
  • 8. R - Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 5 / 69
  • 9. R - Tokyo.R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 5 / 69
  • 10. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 6 / 69
  • 11. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 7 / 69
  • 12. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 8 / 69
  • 13. Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 9 / 69
  • 14. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 10 / 69
  • 15. - 80,000kg Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 11 / 69
  • 16. - 80,000kg Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 12 / 69
  • 17. - 80,000kg yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 13 / 69
  • 18. - 2,000kg Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 14 / 69
  • 19. - 2,000kg Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 15 / 69
  • 20. - 2,000kg yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 16 / 69
  • 21. - Human Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 17 / 69
  • 22. - Human Table: Species Body Weight Brain Weight Species Body Weight Brain Weight Mountain Beaver 1.35 8.1 African Elephant 6654 5712 Cow 465 423 Triceratops 9400 70 Grey Wolf 36.33 119.5 Rhesus Monkey 6.8 179 Goat 27.66 115 Kangaroo 35 56 Guinea Pig 1.04 5.5 Hamster 0.12 1 Diplodocus 11700 50 Mouse 0.023 0.4 Asian Elephant 2547 4603 Rabbit 2.5 12.1 Donkey 187.1 419 Sheep 55.5 175 Horse 521 655 Jaguar 100 157 Potar Monkey 10 115 Chimpanzee 52.16 440 Cat 3.3 25.6 Brachiosaurus 87000 154.5 Giraffe 529 680 Rat 0.28 1.9 Gorilla 207 406 Mole 0.122 3 Human 62 1320 Pig 192 180 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 18 / 69
  • 23. - Human yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 19 / 69
  • 24. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 20 / 69
  • 25. brain.data2$Brain_Weight brain.data$Brain_Weight 4000 4000 2000 2000 0 0 0 20000 60000 0 4000 8000 12000 brain.data$Body_Weight brain.data2$Body_Weight brain.data3$Brain_Weight brain.data4$Brain_Weight 800 1200 600 400 400 200 0 0 0 100 300 500 0 100 300 500 brain.data3$Body_Weight brain.data4$Body_Weight yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 21 / 69
  • 26. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 22 / 69
  • 27. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 23 / 69
  • 28. x y x y x y x y Table: x y x y 1 290 350 11 70 90 2 50 70 12 260 320 3 80 100 13 220 270 4 100 130 14 330 400 5 200 250 15 170 210 6 350 430 16 420 510 7 430 520 17 80 100 8 80 100 18 300 370 9 210 260 19 290 350 10 110 140 20 230 280 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 24 / 69
  • 29. x y Histogram of x 6 Frequency 4 2 0 0 100 200 300 400 500 600 x Histogram of y Frequency 4 2 0 0 100 200 300 400 500 600 y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 25 / 69
  • 30. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 31. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 32. x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 33. x y x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 34. x y x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 35. x y x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 36. x y x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 37. x y x y x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 26 / 69
  • 38. x y Histogram of yx 7 6 5 Frequency 4 3 2 1 0 20 30 40 50 60 70 80 90 yx yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 27 / 69
  • 39. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 28 / 69
  • 40. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 28 / 69
  • 41. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 28 / 69
  • 42. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 28 / 69
  • 43. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 28 / 69
  • 44. x y 500 400 300 y 200 100 100 200 300 400 x yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 29 / 69
  • 45. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 46. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 47. x y r=0 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 48. x y r=0 r yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 49. x y r=0 r yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 50. x y r=0 r yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 51. x y r=0 r r=1 r=1 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 30 / 69
  • 52. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 31 / 69
  • 53. x y yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 31 / 69
  • 54. x y 2 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 31 / 69
  • 55. x y 2 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 31 / 69
  • 56. x y 2 2 y>x ˆ y<x yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 31 / 69
  • 57. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 32 / 69
  • 58. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 33 / 69
  • 59. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 34 / 69
  • 60. 2 X = 0, 1, 2, ..., n Pk P k = n C k pk · q n−k (k = 0, 1, 2, ..., n, 0 < p < 1, p + q = 1) 0.30 0.25 0.20 0.15 0.10 0.05 0.00 0 10 20 30 40 50 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 35 / 69
  • 61. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 36 / 69
  • 62. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 37 / 69
  • 63. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 38 / 69
  • 64. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 39 / 69
  • 65. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 40 / 69
  • 66. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 41 / 69
  • 67. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 42 / 69
  • 68. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 43 / 69
  • 69. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 44 / 69
  • 70. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 45 / 69
  • 71. - 2006 20 17 3 H0 : H1 : α 5% 17 or yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 46 / 69
  • 72. - 0.15 dbinom(win, 20, 0.5) 0.10 0.05 0.00 0 5 10 15 20 win yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 47 / 69
  • 73. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 48 / 69
  • 74. t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 49 / 69
  • 75. t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 50 / 69
  • 76. t - t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 51 / 69
  • 77. t - t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 52 / 69
  • 78. - = + + yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 53 / 69
  • 79. t - t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 54 / 69
  • 80. t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 55 / 69
  • 81. - 4 Table: Table: 1 35 40 9 35 36 2 40 23 10 41 71 3 39 28 11 28 70 4 18 46 12 28 55 5 22 47 13 41 46 6 41 42 14 32 71 7 41 27 15 42 52 8 47 33 16 42 52 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 56 / 69
  • 82. - lm aov yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 57 / 69
  • 83. t yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 58 / 69
  • 84. -t 4 Table: Table: 1 35 40 5 9 35 36 1 2 40 23 -17 10 41 71 30 3 39 28 -11 11 28 70 42 4 18 46 28 12 28 55 27 5 22 47 25 13 41 46 5 6 41 42 1 14 32 71 39 7 41 27 -14 15 42 52 10 8 47 33 -14 16 42 52 10 yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 59 / 69
  • 85. -t t t = −2.3771 p p − value = 0.03225 5% yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 60 / 69
  • 86. AGENDA yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 61 / 69
  • 87. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 62 / 69
  • 88. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 63 / 69
  • 89. 1: 2: 3: 4: 5: Q1. 1 2 3 4 5 Q2. 1 2 3 4 5 Q3. 1 2 3 4 5 Q4. 1 2 3 4 5 Q5. 1 2 3 4 5 Q6. 1 2 3 4 5 Q7. 1 2 3 4 5 5 4 3 2 1 Q5 : : yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 64 / 69
  • 90. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 65 / 69
  • 91. psy expsy yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 66 / 69
  • 92. α yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 67 / 69
  • 93. yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 68 / 69
  • 94. R yokkuns: ( 4 R (Tokyo.R#04)) R 10 14 2010/04/24 69 / 69