Answers to Supplementary Exercises

Answers to General Probability exercises

  1. \(\quad 5{,}184\)

  2. \(\quad\) (a) \(120\)
    \(\quad\) (b) \(110\)

  3. \(\quad 6{,}151{,}600{,}000\)

  4. \(\quad\) (a) \(4{,}060\)
    \(\quad\) (b) \(360\)
    \(\quad\) (c) \(2{,}700\)
    \(\quad\) (d) \(1{,}000\)

  5. \(\quad 3\,430\)

  6. \(\quad 3\,480\)

  7. \(\quad\) (a) \(720\)
    \(\quad\) (b) \(72\)
    \(\quad\) (c) \(144\)

  8. \(\quad 88{,}200\)

  9. \(\quad\) (a) \(36\)
    \(\quad\) (b) \(26\)

  10. \(\quad 240\)

  11. \(\quad\) (a) \(6\)
    \(\quad\) (b) \(6\)
    \(\quad\)(c) \(6\)
    \(\quad\)(d) \(11\)

  12. \(\quad\) (a) \(\dfrac {7}{15}\)
    \(\quad\) (b) \(\dfrac {4}{15}\)
    \(\quad\) (c) \(\dfrac {2}{15}\)
    \(\quad\) (d) \(\dfrac {9}{15}\)

  13. \(\quad\) (a) \(\dfrac {1}{11}\) \(\quad\) (b) \(\dfrac {6}{11}\)

  14. \(\quad\) (a) \(18\)
    \(\quad\) (b) \(6\)
    \(\quad\) (c) \(9\) \(\quad\) (d) \(A\cap B=\{(\)taco, burrito, arroz c/ leche), (taco, enchilada, arroz c/ leche\()\), \((\)taco, chilaquiles, arroz c/ leche\()\}\) \(\quad\) (e) \(6\) \(\quad\) (f) \(A\cap B\cap C=\{(\)arroz c/ leche, taco, enchilada\()\}\)

  15. \(\quad \dfrac{1}{2}\)

  16. \(\quad 0.3\overline 3\)

  17. \(\quad 0.53\)

  18. \(\quad 0.6\)

  19. \(\quad 0.205\)

  20. \(\quad 52\%\)

  21. \(\quad 0.35\)

  22. \(\quad 0.26\)

  23. \(\quad \dfrac{1}{3}\)

  24. \(\quad\) (a) \(\dfrac {1}{8}\)
    \(\quad\) (b) \(\dfrac {11}{48}\)
    \(\quad\) (c) \(\dfrac {6}{11}\)

  25. \(\quad 0.6\)

  26. \(\quad 0.004926\)

  27. \(\quad 0.25\)

  28. \(\quad 0.04\overline {33}\)

  29. \(\quad 0.0893\)

  30. \(\quad 0.1728\)

  31. \(\quad 0.2922\)

  32. \(\quad\) (a) \(\dfrac{1}{2}\)
    \(\quad\) (b) \(\dfrac{1}{8}\)

Answers to Univariate Distributions exercises

  1. \(\quad\) (a) \(\{0, 1, 2\}\)
    \(\quad\) (b) \(0.8\overline{33}\) \(\quad\) (c) \(0.3\overline{33}\) \(\quad\) (d) \(0.6\)

  2. \(\quad\) (a) \(\dfrac {1}{36}\)
    \(\quad\) (b) \(\dfrac {1}{3}\)
    \(\quad\) (c) \(\dfrac {1}{5}\)

  3. \(\quad 0.0004\)

  4. \(\quad 0.5131\)

  5. \(\quad 2\)

  6. \(\quad 60{,}000\)

  7. \(\quad 0.9245\)

  8. \(\quad 1.0750\)

  9. \(\quad \dfrac{1}{3}\)

  10. \(\quad 0.2007\)

  11. \(\quad 0.2380\)

  12. \(\quad 220\)

  13. \(\quad 1.4285\)

  14. \(\quad 0.04\)

  15. \(\quad\) (a) \(\dfrac {3}{64}\)
    \(\quad\) (b) \(\dfrac {1}{256}\)

  16. \(\quad -2.872\)

  17. \(\quad\) (a) \(\dfrac {3}{2}\)
    \(\quad\) (b) \(\dfrac {3}{5}\) \(\quad\) (c) \(\dfrac {7}{16}\)

  18. \(\quad \dfrac {71}{36}\)

  19. \(\quad 0.35\)

  20. \(\quad\) 6:08:29 am

  21. \(\quad 0.5134\)

  22. \(\quad 0.4348\)

  23. \(\quad \dfrac{1}{9}\)

  24. \(\quad 93.06\)

  25. \(\quad 10\)

  26. \(\quad \dfrac{1}{4}\)

  27. \(\quad 0.0317\)

  28. \(\quad 0.2498\)

  29. \(\quad 0.4167\)

  30. \(\quad 4{,}176\)

  31. \(\quad 0.0794\)

  32. \(<quad 0.2498\)

  33. \(\quad 1{,}692\)

  34. \(\quad 3\)

  35. \(\quad 120{,}000\)

  36. \(\quad\)

  37. \(\quad 999\)

  38. \(\quad 500\)

  39. \(\quad 0.9343\)

  40. \(\quad 1.90\)

  41. \(\quad 328\)

  42. \(\quad 0.7275\)$

  43. \(\quad 0.1241\)

  44. \(\quad 4{,}176\)

  45. \(\quad 0.45\)

  46. \(\quad 998.72\)

  47. \(\quad\)

  48. \(\quad 985\)

Answers to Multivariate Distributions exercises

  1. \(\quad\) (a) \(\dfrac{5}{12}\)

    \(\quad\) (b) The PMFs are defined as follows:

    \(\quad \Pr[X=x]= \begin{cases} \dfrac{13}{24}, & x=0,\\ \dfrac{11}{24}, & x=1,\ 0, & \text{otherwise} \end{cases}\)

    \(\quad \Pr[Y=y]= \begin{cases} \dfrac{7}{24}, & y=0,\\ \dfrac{5}{12}, & y=1,\\ 0, & \text{otherwise} \end{cases}\)

    \(\quad\) (c) \(\dfrac{6}{13}\)

    \(\quad\) (d) No. For example, \(\Pr[Y=1\mid X=0]\neq \Pr[Y=1]\).

  2. \(\quad\) (a) \(0\)
    \(\quad\) (b) \(0\)

  3. \(\quad 100\)

  4. \(\quad\) (a) \(6\)
    \(\quad\) (b) \(10\)

  5. \(\quad 0.7333\)

  6. \(\quad 0.4888\)

  7. \(\quad\) (a) \(0.25\)

    \(\quad\) (b) \(X\) and \(Y\) are not independent. For example, \(\mathrm{Pr}[X=0, Y=0\,]\neq \mathrm{Pr}[X=0\,]\cdot \mathrm{Pr}[Y=0\,]\)

    \(\quad\) (c) \(-0.25\)

  8. \(\quad\) (a) \(0.5\)

    \(\quad\) (b) No

  9. \(\quad 0.24\)

  10. \(\quad 0.576\)

  11. \(\quad 0\)

  12. \(\quad 11\)

  13. \(\quad 0.9545\)

  14. \(\quad 0.1875\)

  15. \(\quad 0.416\overline{6}\)

  16. \(\quad\)

  17. \(\quad\)

  18. \(\quad\)

  19. \(\quad 103.025\)

  20. \(\quad 0.4138\)

  21. \(\quad\)

  22. \(\quad 0.25\)

  23. \(\quad 0.8\overline{8}\)

  24. \(\quad 0.820\)

  25. \(\quad 5\)

  26. \(\quad 0.414\)

  27. \(\quad 0.07639\)

  28. \(\quad 0.275\)

  29. \(\quad 0.8186\)

  30. \(\quad 12\)

  31. \(\quad 0.8413\)