Assignment/SPSS/

Anonymous
timer Asked: Dec 15th, 2018
account_balance_wallet $20

Question description

Answer each question below. Use SPSS as needed, and include the software outputs as part of the Word document you submit.

  • What is a Q-Q plot?
  • Given a set of realized values of a random variable, how can a Q-Q plot be used to assess the distribution of the random variable?
  • Using histograms and Q-Q plots (except for binomial), match each random variable to one of the following distributions: Binomial (with N=1, P=0.7), Chi-square (with d.f.=20), Exponential, Lognormal, Normal, and Uniform.


Height Wait_Time Distance Income BMI Pass 1761 93.3 212.22 83417 30.7 1 1730 30.2 292.73 65362 17.5 0 1715 121.7 201.49 4952 15.4 1 1719 60.1 203.15 3421 20.8 1 1729 25.3 295.14 56709 33.0 0 1669 35.8 293.11 150955 36.5 1 1678 9.4 202.42 70836 23.4 0 1754 8.1 131.36 98074 21.9 1 1731 65 168 5470 14.2 1 1778 44 179.27 132079 14.0 1 1845 18 196.38 45930 21.9 0 1794 6.8 226.03 2443 14.9 1 1731 91.8 258.41 86774 18.8 1 1805 49.9 173.43 23114 47.9 1 1762 71 208.96 38543 20.4 1 1697 9.8 172.54 10192 11.3 0 1734 31.1 102.84 4771 12.7 1 1704 13.7 283.81 60354 12.4 1 1689 16.4 293.02 99687 13.0 0 1761 2.4 143.41 106565 13.3 1 1702 10.8 252.18 25098 15.6 1 1678 63.1 271.69 14614 12.2 0 1670 3.4 179.57 676490 11.5 1 1624 27.2 141.95 18083 27.9 1 1742 17.7 243.58 102508 18.1 1 1719 61 158.78 56706 14.7 1 1658 36.6 285.7 63808 25.8 0 1761 6.5 164.23 31770 9.8 1 1569 10.2 206.05 9991 15.9 1 1760 164.3 254.29 11053 22.7 1 1779 39.2 166.27 34806 14.5 1 1728 43.9 183.63 10438 23.2 1 1656 30.6 246.18 1017620 13.4 1 1685 14.7 158.88 17550 25.1 1 1760 94.5 209.01 261923 26.8 0 1754 22.2 224.09 1700019 22.1 1 1801 79.7 181.57 61634 14.7 1 1757 32.8 195.89 7585 8.9 1 1766 3.8 188.06 172206 28.1 1 1759 102.5 193.64 90448 11.4 1 1792 2.3 153.6 38974 13.3 0 1730 4.5 221.18 36208 26.8 1 1715 34.8 112.04 225729 23.5 1 1642 16.6 269.1 16382 26.8 1 1706 35.7 148.69 200589 17.3 1 1737 12 241.33 19547 27.3 1 1676 1667 1779 1765 1686 1658 1691 1736 1664 1702 1684 1721 1771 1743 1724 1714 1701 1649 1756 1686 1797 1660 1706 1709 1710 1786 1759 1696 1736 1728 1736 1693 1716 1759 1694 1771 1752 1761 1718 1731 1726 1701 1769 1779 1752 1723 1706 63.2 10.6 5.5 91.5 76.4 39.7 79.8 16 23.5 63.5 29.2 8.6 23.1 128.7 1.7 20.7 57.1 67.1 2.5 72.9 101.8 76.5 36 6.2 27.1 136.8 18.9 198.7 2.6 4.2 14.4 122.3 27.7 229.9 8.4 75 131.9 31.4 11.7 146.1 214.3 54.8 28.8 90.3 142.4 48.9 15.4 181.04 34894 259.07 309163 131.05 26251 270.24 324082 182.73 148896 295.88 11033 221.98 132540 244.07 25102 231.14 293032 153.94 8427 233.71 1240323 253.07 8178 195.08 72096 191.51 56864 218.83 14932 114.58 20896 241.28 82380 261.76 109336 182.82 4321 176.04 36644 105.68 118513 212.51 16403 211.01 2950 170.22 29929 122.97 163232 249.16 41178 253.58 6261 229.88 5712 267.69 612243 157.73 62821 203.7 43291 270.82 1417783 134.01 37550 233.83 24652 128.68 8489 105.72 272095 145.9 33000 221.99 32240 170.8 15146 288.58 74713 163.74 541411 229.98 62600 240.96 92669 291.76 31264 249.41 9654 181.23 104165 120.76 84507 18.3 16.1 32.6 22.0 28.2 23.3 17.3 20.5 27.5 16.9 19.6 15.7 22.1 13.1 31.3 9.3 21.9 12.1 17.8 20.0 20.1 26.7 24.9 12.8 16.6 15.1 30.5 30.7 23.2 34.9 25.9 17.6 21.1 21.6 20.7 22.1 28.3 38.1 20.2 20.4 18.1 40.8 15.6 19.9 29.9 18.7 31.7 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 1 0 0 1 1 0 1 1 0 0 1 1 1 1 0 1 0 0 1762 1634 1767 1666 1762 1713 1768 1733 1688 1856 1790 1736 1714 1675 1688 1788 1699 1725 1815 1752 1791 1830 1694 1784 1750 1706 1629 1692 1592 1740 1768 1818 1598 1801 1741 1783 1751 1800 1750 1723 1726 1782 1739 1805 1732 1670 1653 7.4 27.7 155.2 68.9 107 136.1 10.2 146.8 49.2 103.8 119.6 79.4 160.3 226.5 60.8 114.8 27 114.3 155.5 46.4 2 84.5 8.5 45.9 144.3 23.6 73.2 106.1 9.4 59.5 33.7 3.1 11.8 16.2 0.3 42.3 59.5 0.6 8.4 36.3 47.4 207.2 134.2 94.1 38 28 14.9 120.86 43847 187.07 3721 220.94 78891 277.29 250969 286.44 61555 291.7 30240 261.12 2290712 144.93 6788 153.55 76583 126.91 64349 113.65 255784 156.86 12807 186.29 15455 186.37 36099 111.22 45163 166.95 102419 259.04 42227 229.14 65420 267.84 4200 162.88 470541 200.54 1287617 255.11 19199 210.85 40814 274.79 44845 113.93 11968 295.52 123869 277.26 355484 247.72 32171 284.76 34877 199.45 9065 252.77 21569 225.94 164065 255.98 53307 161.17 6415 129.71 8791 136.08 45799 267.3 120931 256.12 27370 199.85 118343 156.22 304685 213.15 371307 285.68 9040 270.55 31650 165.03 3979 190.67 106167 143.18 6970 126.01 455646 19.2 22.0 15.2 18.1 9.2 29.6 26.5 26.3 14.4 19.6 21.3 17.6 12.3 27.4 23.8 31.4 22.0 9.1 26.3 31.4 22.5 20.6 18.4 25.6 28.0 15.2 13.9 23.8 29.6 13.3 35.1 15.5 24.5 20.0 21.5 23.4 10.1 22.6 14.7 20.4 12.7 15.5 19.5 32.6 24.3 35.1 18.7 0 1 0 1 1 0 1 1 0 0 1 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1739 1732 1791 1848 1786 1765 1692 1686 1791 1682 1693 1770 1624 1672 1704 1746 1690 1787 1735 1752 1740 1758 1764 1762 1724 1764 1794 1691 1735 1697 1764 1647 1751 1654 1682 1758 1657 1769 1735 1712 1650 1772 1701 1814 1719 1690 1736 5.5 28.8 31.8 119.3 64.3 10.7 64.5 89.4 32.2 23.2 6.4 6.7 27.4 89 5.7 176.9 79.1 23.7 6.4 69.3 9.1 67.6 2.2 107.8 40.8 36.6 46.1 11.5 2.4 232.8 24.8 240.2 64.2 121.8 89.4 0.3 33.3 88 69.7 19.8 133.4 50.4 11.7 21.1 151.4 4.5 23.9 158.07 13055 141.14 5817 205.09 21475 128.73 4934 298.74 89099 195.55 6116 291.06 55179 101.24 1998 158.75 1624 135.44 8675 157.68 31868 249.08 1738294 294.56 51360 266.26 12104 129.81 276721 216.83 21828 216.11 107851 190.82 5777 201.35 28142 102.15 26068 174.64 4141 289.44 34293 131.44 283129 276.63 10538 229.02 6430 197.93 218781 153.11 632130 124.54 13664 242.01 76758 265.75 25410 245.99 37078 138.9 42892 186.04 79415 148.34 19377 182.54 248559 223.25 461188 265.65 45502 295.63 163041 154.58 154209 185.18 9571 269.87 270972 299.52 100979 134.91 1306819 234.33 2993 294.27 12025 161.76 34780 100.5 157959 28.1 23.3 30.0 14.9 26.5 15.4 15.5 28.0 13.8 30.6 17.3 15.9 9.6 23.4 29.0 17.6 16.4 19.7 18.8 19.4 30.3 22.4 23.0 19.4 24.9 26.4 11.9 18.8 24.5 18.5 16.2 20.3 7.7 19.3 27.7 31.5 18.9 19.2 34.8 15.8 24.5 28.3 19.7 25.5 19.6 24.4 14.6 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 1 1 0 1 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 0 1 1 0 1811 1651 1662 1908 1680 1763 1785 1774 1819 1770 1634 1692 1673 1720 1754 1791 1656 1794 1715 1793 1702 1795 1748 1664 1713 1794 1769 1756 1721 1714 1750 1716 1682 1720 1767 1814 1720 1671 1685 1814 1674 1703 1756 1708 1790 1736 1693 6 23.5 41.5 10.9 138 64.2 139.8 171.7 94.8 4.2 128.9 15.8 33.1 92.3 53.4 49.5 165.3 117.8 23 125.9 81.9 180.8 51.4 34.6 68.7 38 73.3 11.2 26.6 204.5 43.6 61.3 17.1 53.9 24.1 8.4 2.2 84.5 5.1 183.9 73.7 33 30.1 12.2 28.2 27.2 11.3 250.85 36634 142.4 488459 199.88 43578 275.45 4920 263.17 105044 240.56 3488508 278.52 112876 243.91 23937 154.99 28604 296.22 38300 139.18 52432 184.54 18742 125.24 130546 155.14 170957 192.07 197175 273.71 141195 142.66 690914 148.7 32468 114.58 164590 198.03 3804 108.61 488096 212.13 85029 234.06 4098 134.96 263006 279.05 156409 286.87 18221 286.63 313578 184.68 24502 202.67 484420 249.34 32519 278.18 1208 124.31 22853 227.23 15760 172.44 266875 291.02 58000 141.75 160215 104.45 18259 210.63 43674 147.36 9754 113.03 74939 252.48 31192 139.28 130209 106.57 77221 272.72 4995 138.49 52490 123.54 79379 176.21 145549 14.0 17.4 21.6 13.7 14.1 23.7 12.1 16.8 17.2 12.0 14.5 16.4 11.1 18.8 9.7 27.1 13.8 21.2 11.3 16.5 17.1 19.2 29.9 18.3 19.3 13.6 24.5 13.4 23.3 27.5 16.6 18.1 16.9 30.7 16.6 16.4 17.1 17.7 12.4 31.9 19.0 15.6 20.2 23.8 11.6 17.0 11.2 0 0 0 1 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1755 1767 1749 1800 1690 1631 1707 1741 1729 1649 1670 1739 1693 1672 1727 1712 1731 1616 1711 1712 1732 1706 1618 1798 1815 1735 1806 1770 1722 1635 1737 1735 1736 1717 1737 1723 1786 1660 1756 1688 1724 1749 1759 1718 1682 1794 1687 33.3 52.9 41.6 82.7 4.6 63.6 7.8 44.1 57.2 36.4 88.7 68.3 26 20 355.6 3.3 3.7 91.5 123.1 76.2 11.1 20.6 3.5 0.1 76.7 72.9 240 34.5 20.5 86.9 14.7 38.7 9 135.9 16.3 123.1 27.6 72.9 63 10 21.5 47.1 79.8 39.5 123.7 70.2 76.4 252.32 11794 146.81 114313 181.33 95809 170.67 488892 268.14 208604 131.02 11382 146.72 310517 113.92 133870 251.69 786628 298.22 34157 221.97 73467 153.2 25478 129.71 6018 190.91 63414 129.08 8405 254.04 114735 184.53 16275 115.08 95014 148.97 11050 133.34 17640 186.83 285800 244.83 20000 256.69 63296 217.96 119098 248.91 15995 116.49 328543 114.33 16428 142.17 32932 111.68 258466 116.9 22975 299.44 302530 276.87 350392 286.76 14237 102.79 7817 158.87 123182 238.01 410745 108.49 10897 154.28 51943 108.04 111065 267.02 92221 176.35 27011 232.63 385673 202.5 1397154 243.74 30387 267.58 454973 117.79 12038 279.83 25081 23.4 13.7 12.8 22.2 13.3 18.5 24.4 16.7 15.4 25.0 23.5 27.9 19.6 24.8 28.5 11.0 17.7 29.9 27.9 20.8 32.0 17.2 12.8 14.2 14.4 18.0 20.8 16.6 22.8 26.6 18.5 14.5 11.1 26.4 16.4 20.6 12.9 15.6 26.4 18.2 11.9 17.1 20.7 18.6 24.4 18.3 21.9 1 1 0 1 1 1 0 1 1 0 1 1 0 1 0 0 1 0 1 1 0 1 1 0 0 1 1 0 0 1 0 0 1 0 0 1 1 1 0 1 1 1 1 0 1 1 1 1715 1703 1782 1753 1735 1659 1797 1713 1659 1806 1726 1676 1742 1844 1742 1712 1706 1677 1725 1706 1718 1677 1668 1744 1708 1712 1798 1798 1735 1763 1708 1767 1732 1710 1741 1693 1807 1651 1748 1795 1837 1698 1685 1689 1750 1737 1661 36.7 75.5 3.6 55.6 8.7 24.8 8.4 30.3 12.8 201.2 188.3 26 0.1 12.7 35.8 70.4 8.1 54.9 101.2 13 13.3 26.2 39.5 40.6 26.4 20.6 88.8 14 40.2 4.7 193.4 9.2 36.5 66.8 39.9 0.7 19.6 3.3 148.4 27.2 10.6 136.7 1.6 26.5 3.5 39.4 62.4 240.69 54317 199.08 13687 256.11 47674 248.95 99679 145.88 5383 172.73 23368 256.12 450930 131.63 50191 284.7 103009 100.47 129758 121.45 524445 100.87 462605 232.02 128503 112.11 26688 205.09 3261 195.99 7086 223.64 24358 162.79 21208 172.62 27680 136.72 5439 129.99 34723 145.07 19615 111.91 1215 150.39 25636 117.94 24599 256.56 4215757 100.41 23414 200.92 15560 137.26 14893 117.25 34357 118.88 57831 264.51 29533 257.14 394846 239.71 102438 232.12 34721 220.95 118351 226.95 233451 276.52 27741 215.35 53709 225.25 62598 214.5 343178 148.44 1066384 255.67 1939959 118.7 441698 261.26 33773 202.06 80294 259.01 6974 23.9 13.7 15.9 20.2 13.7 17.0 29.7 19.1 17.8 12.2 17.3 26.3 26.9 15.3 32.3 13.8 17.1 13.1 20.9 20.8 22.0 25.4 8.0 21.7 18.6 18.7 14.9 20.3 15.0 19.1 14.9 17.9 11.8 20.8 9.3 23.6 19.7 14.9 14.9 12.7 11.0 22.3 22.9 29.1 16.9 20.4 20.1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 1 0 1785 1778 1778 1765 1683 1782 1724 1800 1697 1746 1906 1711 1686 1654 1723 1753 1649 1809 1685 1669 1783 1780 1754 1711 1755 1839 1739 1695 1823 1704 1668 1665 1686 1769 1703 1771 1728 1790 1688 1669 1748 1691 1725 1728 1692 1739 1739 45.4 8.4 29.5 40.6 15.3 100.6 44.7 63.3 93.6 52.1 251.8 29.6 6.1 9 2.5 8.4 162.2 149.8 88.5 122.6 144.1 76.2 4.2 35.1 148.2 39.9 8.4 54.2 15.4 14 31.4 21 19.7 1.9 39.6 13 66.9 44.1 33.6 55.9 20.5 1.6 63.3 49.8 52.7 30.2 3.2 178.28 49386 259.92 54878 214.37 113493 235.96 251113 104.95 41457 261.67 901974 232.57 128099 286.25 28406 145.65 29499 191.57 33322 240.17 1849 280.93 22964 174.58 282941 157.98 12926 143.55 118536 202.86 48057 107.72 74311 231.75 55166 283.73 113166 103.56 1314754 250.01 459391 154.38 85139 273.21 79914 258.58 344882 293.22 510 191.92 79893 275.44 31457 296.25 49820 118.03 92903 123.5 378316 126.03 2930 229.67 30707 299.53 8088 116.59 18348 206.35 3117 288.35 251405 292.81 17944 276.46 58487 257.92 587531 239.18 777973 291.71 31626 177.55 5819 279.6 144621 100.01 25036 182.02 294612 212.39 25694 187.46 66938 20.0 32.2 21.9 12.7 9.7 20.7 12.8 9.0 13.4 19.4 20.8 15.3 14.8 20.1 19.2 30.9 19.6 17.9 9.6 30.7 18.8 10.6 18.2 17.1 21.3 12.3 13.4 16.9 32.0 18.2 16.6 14.0 13.3 21.4 17.1 16.4 22.4 15.4 20.2 15.9 16.7 16.5 31.6 42.2 9.6 17.7 18.9 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1694 1737 1638 1717 1702 1824 1741 1726 1789 1841 1678 1566 1699 1693 1799 1726 1654 1712 1715 1730 1830 1706 1788 1644 1761 1727 1655 1752 1804 1691 1660 1754 1673 1595 1741 1729 1704 1635 1782 1749 1735 1634 1608 1695 1701 1681 1713 13 21.1 22.5 16.4 23.8 7.7 35.2 31.5 32.5 89.9 116.8 37.5 163.1 39.7 97.1 5.6 58 153.4 14.3 8.2 133.6 168.5 0.6 54.1 2.9 43.6 28.6 25.3 51.4 8.6 84.9 55 79.4 5.3 4.4 41.7 156.6 0.4 97.6 84.5 107.7 13.4 80.4 34.1 47.9 37.4 72.1 265.94 33242 130.43 221708 138 124013 242.38 20551 103.85 24282 126.99 133781 113.35 49780 123.06 267887 174.92 18746 275.57 59967 234.15 33060 275.44 29305 180.57 4584 115.8 131517 234.02 21760 258.1 4093 126.49 89921 229.21 13099 131.27 241453 113.68 167157 225.42 36737 229.6 14681 101.12 55520 218.61 15754 130.13 7433 121.67 10707 215.79 38553 270.96 1193518 205.31 16320 113.78 15242 219.35 20943 176.39 30726 144.91 4046 136.36 307135 179.23 533267 249.14 111051 247.63 10456 143.47 16888 134.85 14016 259.56 725127 161.5 3866 111.09 4808445 219.14 36037 193.65 41653 161.96 49684 165.6 34218 147.82 43769 13.1 23.8 33.4 40.6 19.3 18.4 21.1 26.0 18.5 14.0 16.6 9.6 15.3 9.5 15.6 19.6 15.6 31.6 28.1 13.5 26.9 19.3 23.9 25.2 28.4 17.9 13.9 20.7 22.8 27.9 12.5 13.6 26.6 20.4 27.7 33.0 22.3 15.4 20.5 22.8 10.8 17.3 25.4 18.0 11.7 19.1 18.4 1 1 1 1 0 1 0 1 1 0 0 1 0 1 0 1 0 1 1 1 1 0 0 1 1 1 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 0 1712 1651 1638 1750 1680 1752 1695 1636 1696 1633 1745 1712 1614 1726 1719 1787 1738 1780 1707 1707 1681 1674 1704 1686 1757 1812 1722 1759 1737 1763 1753 1744 1678 1746 1712 1710 1763 1736 1744 1717 1773 1718 1743 1657 1695 1685 1708 92.1 16.4 68.3 19.7 79.6 63.6 8.8 97.1 90.6 1.6 22 184.7 1.8 29.3 21.5 37.8 75.6 64.8 12.3 46.8 47.8 31.5 269.9 49.3 101.1 23.3 37.3 40 7.1 84 31.4 27.1 30 394.1 3.8 169 90.7 170.6 12.2 2.7 65.3 153.4 53.7 25.8 41.2 3.9 73.6 171.93 20990 183.25 2144 194.65 8172 106.64 32080 208.1 3388544 217.62 36356 173.46 18729 119.32 11143 195.47 7505 285.58 132980 119.88 52776 260.46 12711 164.67 5676 148.71 4017967 159.56 128777 237.24 6922 265.68 17236 221 5762 271.54 12574 285.1 138783 120.39 221542 178.58 37388 105.02 47076 146.23 25315 264.48 19003 105.21 96536 273.42 843237 291.21 105462 133.27 3507806 272.11 11701 278.87 62280 147.12 13877 295.53 45137 213.16 160794 273.03 3404 163.37 846998 145.42 27442 109.16 3700 101.07 35238 104 5064 173.26 58544 203.71 8979 120.82 31954 206.57 23053 148.28 126587 184.43 68296 110.5 64914 21.8 26.3 16.9 21.3 22.2 33.3 34.1 27.6 31.2 16.3 21.1 20.3 17.7 13.4 21.1 15.4 16.1 16.9 17.8 20.9 6.4 20.3 22.3 10.2 24.1 11.0 23.8 16.6 10.2 13.8 23.8 14.3 21.4 11.0 22.0 26.4 15.5 21.9 18.8 22.1 16.3 28.3 8.6 20.5 16.9 16.6 22.0 1 1 1 1 0 0 1 0 0 0 0 1 1 1 1 0 0 1 1 1 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1764 1693 1658 1627 1773 1819 1755 1712 1743 1743 1732 1588 1743 1736 1765 1676 1794 1755 1735 1681 1663 1795 1739 1662 1740 1772 1680 1779 1715 1785 1745 1811 1741 1738 1745 1668 1712 1672 1708 1732 1684 1757 1693 1737 1743 1739 1699 57.4 86.6 94.1 174 37.5 10.1 34.4 13.2 111 160.7 65 22.3 65.7 1.4 4 44.7 206.7 7.9 145.2 0.4 6.9 12.7 168.7 14.6 10.4 9.3 39.4 100.3 68.5 61.2 110.5 107.6 38.4 28.2 23.5 190.3 12.5 83.5 17.3 230.5 104.5 69.6 48 14.6 29.4 82.3 38.2 211.85 278.97 171.89 169.67 282.63 116.98 217.13 125.92 201.41 164.6 116.92 142.53 186.36 229.66 285.39 202.57 149.35 231.37 286.93 107.77 136.8 204.05 124.91 261.13 127.8 123.89 173.93 103.3 107.68 281.61 235.49 184.82 205.93 248.78 150 146.65 127.87 161.81 170.96 202.65 249.26 177.24 249.74 297.79 287.83 124.43 174.25 622063 9262 18319 466531 65574 7755 38484 18682 6348 8602 11894 28037 40553 68825 13733 3633 56592 2831 212809 13213 20573 94378 28210 7041 120653 13514 46223 187132 42504 236849 6439 8576 8503 404736 13347 251361 51561 241549 3629 180687 195870 4752 40379 14837 31986 721874 29359 28.3 16.5 20.6 15.9 22.1 22.8 26.2 18.8 20.4 18.6 18.8 17.0 22.9 16.4 26.4 13.6 20.7 18.2 26.0 16.2 33.9 24.2 22.4 19.5 21.7 11.1 17.6 18.5 21.6 16.6 19.2 32.6 24.6 19.0 13.1 14.3 15.4 6.7 20.2 20.8 18.2 20.6 11.4 17.3 11.2 24.3 11.5 1 0 1 1 0 1 0 1 0 1 1 0 1 0 1 1 0 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1675 1711 1789 1635 1787 1649 1884 1810 1709 1695 1732 1702 1728 1732 1789 1752 1634 1744 1743 1783 1640 1841 1731 1663 1660 1815 1730 1710 1748 1760 1725 1771 1699 1724 1782 1692 1721 1747 1676 1650 1760 1749 1819 1718 1778 1613 1743 35.7 88.6 29.2 5.4 0.3 10.4 49.3 10.8 47.4 32.6 39.2 78.3 160.7 11.7 0.9 125 26.4 9.9 70.1 9.1 1.2 18.6 2.9 68.6 5.3 58 17.9 15.9 43.7 27.2 10 0.5 4.8 6.7 27.2 133.3 28.5 14.3 142.9 41.3 104.3 14.7 22.6 117.2 42.4 10 37.5 110.84 9579 220.23 18417 145.97 153179 209.74 45062 193.21 167322 196.65 61716 231.13 11724 152.57 84128 220.6 256699 292.52 5017 136.2 31757 221.73 103488 254.97 328440 223.2 53185 200.24 9981819 106.52 150923 288.07 29306 134.05 26647 224.16 726392 160.21 57087 186.04 84908 209.42 70902 291.12 266310 164.26 31216 115.75 70192 169.15 77336 296.88 10085 167.05 74837 151.47 506208 137.3 17220 267.39 29852 242.45 50922 199.57 205094 232.08 28111 284.42 54091 240.3 14434 210.27 31571 228.54 35967 253.79 54680 135.02 220541 218.12 32172 111.94 324402 237.27 35243 225 31360 218.3 2490 275.98 35755 117.48 5195 21.6 22.6 15.8 11.2 14.7 19.7 18.6 19.6 9.0 12.9 20.9 14.9 22.1 27.4 17.1 20.4 18.2 23.1 15.5 28.0 15.4 20.7 10.1 27.9 23.3 25.5 35.3 13.4 28.5 24.4 12.7 19.7 23.3 31.1 10.6 38.3 16.4 34.1 19.6 25.9 20.9 23.8 11.4 13.0 17.8 14.3 22.6 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 1 0 1 1 1793 1798 1741 1651 1759 1747 1726 1720 1770 1859 1732 1657 1710 1770 1758 1759 1851 1704 1822 1824 1699 1690 1779 1660 1792 1772 1732 1744 1732 1704 1703 1651 1693 1739 1682 1652 1719 1729 1730 1723 1742 1748 1748 1611 1736 1737 1708 63.4 170.3 73.6 13.8 13.9 37.2 2 1.6 143.4 28.2 84.5 39.6 25 19.4 25.2 14.5 14.5 0.6 51.7 90.7 45.4 122.1 84.4 94.3 2.4 79.8 20 27.8 9.2 82 110.7 1.6 43.5 19.3 45.6 16 16.7 120.4 108 0.5 5.5 13 217.8 15.1 11.4 17.6 177.8 181.1 22948 116.5 13662 189.39 623954 196.43 4423 235.76 52206 114.31 65238 233.72 9896 126.91 41066 238.13 45634 281.64 32575 249.78 85446 270.43 62758 156.89 261836 226.92 584595 264.31 890608 219.62 54608 148.86 27222 212.33 106067 204.33 89984 259.57 182008 247.57 98076 167.87 63256 214.55 33223 252.61 1661852 274.16 48284 216.98 31299 156.36 16802 250.01 482731 237.94 158050 239.85 85607 286.54 109013 241.33 45945 267.48 545738 207.98 29414 239.37 121425 240.32 83243 102.62 265976 173.96 61986 274.3 22683 190.71 67003 284.23 160214 261.57 31019 177.51 26971 155.82 3801 135.56 113539 232.21 44763 157.99 135707 35.5 15.2 30.8 19.8 35.7 22.2 13.1 18.6 15.9 8.2 49.8 19.2 23.9 14.1 12.2 26.2 17.9 14.9 19.6 24.4 16.7 26.1 18.2 27.1 18.3 37.0 19.9 20.4 21.2 18.6 8.1 15.8 12.5 20.8 30.0 17.7 28.0 8.8 28.7 23.4 23.6 17.0 25.4 35.0 13.2 23.0 16.2 1 0 0 1 1 0 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1680 1771 1779 1796 1739 1626 1731 1821 1664 1678 1668 1700 1826 1803 1755 1761 1837 1675 1739 1777 1702 1708 1799 1731 1772 1808 1731 1806 1750 1800 1749 1681 1742 1658 1708 1756 1717 1665 1721 1771 1778 1563 1731 1805 1744 1781 1737 225.3 25.6 2.6 34.2 15 34.4 150.1 20.9 292 59.2 51.3 25.4 107.4 33.5 4.3 85.8 11.5 23.5 152.6 38.8 130.8 28 1 64.8 13.1 3.2 136 31.9 155.8 152.7 15.7 45.1 89.1 13.2 136.5 169 49.9 43.4 110.8 96.9 49.3 8.5 113.9 0.8 2.6 31.3 27.7 286.2 13419 141 441794 169.66 122122 241.22 2494872 198.98 647198 107.63 39019 242.77 291129 293.94 18101 242.74 179038 151.27 77450 298.82 13404 172.08 93539 200.16 62809 266.74 31750 264.18 8666 249.71 24774 112.7 126452 177.43 10065 210.23 751565 170.1 76618 216.59 1846 224.7 176249 108.47 32549 204.48 62376 151.22 10769 177.48 5610 164.29 23982 110.58 49688 112.77 393130 164.79 309035 160.19 32593 102.32 53986 276.41 19945 288.52 79501 165.71 9442 197.59 613271 237.24 70610 110.81 42376 248 77880 215.71 47301 216.26 6421 245.45 166608 150.04 11196 211 395222 256.16 360123 147.99 77516 171.12 92701 29.4 24.6 16.1 25.2 12.8 11.9 21.8 26.9 23.1 27.5 13.8 33.7 34.7 11.0 21.5 34.0 19.9 14.4 19.8 15.5 17.2 18.8 27.3 12.2 11.3 19.9 14.1 23.0 14.9 17.1 13.7 22.8 16.5 14.3 23.9 33.0 8.6 17.0 17.1 15.5 24.9 11.6 13.1 28.4 16.0 18.4 18.8 1 0 0 1 0 0 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1789 1742 1663 1721 1713 1711 1743 1723 1771 1703 1807 1682 1733 1712 1708 1623 1700 1747 1851 1763 1713 1652 1733 1828 1786 1710 1708 1724 1729 1642 1811 1776 1697 1733 1670 1790 1717 1714 1699 1723 1756 1680 1743 1775 1638 1737 1667 73.3 58.1 69.3 17.8 15.3 22.1 44.3 66.3 131.5 245.9 54.1 102.4 6.8 226.1 72.2 36 21.7 7.1 38.7 52.6 7.6 26.6 91.1 14 2.1 21.5 62.1 59.2 47.5 6.1 43.7 3.6 34.6 44 189.9 6.3 27.4 41.8 12.2 63.3 33.5 16.3 11.3 19.7 98.4 79.6 225.1 178.55 5139 282.86 69370 152.47 569205 253.44 50584 178.18 54934 113.43 199777 229.66 12605 116.99 501473 159.5 57065 159.42 60630 147.65 285977 240.61 267207 217.03 517048 240.15 247653 193.55 7665 123.06 19126 233.75 290800 169.17 158582 140.37 220490 260.33 88082 128.58 94956 298.69 70556 257.68 16383 202.98 96207 166.99 22251 272.71 42255 162.39 115649 198.47 99043 291.71 121241 133.72 43549 151.87 45133 271.75 2490 212.46 79580 221.05 11327 284.52 3229 261.54 48950 248.18 204347 145.88 39597 218.27 141043 288.12 1104540 276.27 104736 249.35 52159 117.09 6633 201.6 105208 157.42 138158 221.53 240651 268.39 30936 10.3 33.3 21.4 28.1 18.3 13.1 27.0 18.5 11.7 20.6 31.5 28.0 14.8 26.3 30.8 27.1 16.2 12.3 11.4 25.6 15.9 17.4 21.1 19.4 22.7 20.0 14.1 19.8 29.6 20.7 27.6 21.2 21.6 34.2 14.1 20.5 17.6 25.8 29.7 21.4 38.4 16.7 25.4 22.8 20.9 16.1 25.6 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 0 1 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1 1 0 0 1 0 1 0 0 1 1 1708 1760 1730 1797 1636 1771 1788 1743 1680 1777 1661 1801 1691 1725 1763 1716 1696 1791 1764 1829 1669 1652 1741 1700 1741 1754 1705 1650 1680 1718 1736 1726 1696 1617 1728 1750 1800 1673 1710 1690 1745 1632 1714 1801 1750 1674 1834 26.5 14.6 68.1 14 139 3.6 18.8 63 49.2 35 16.7 251.9 14.8 53.6 45.9 18.1 23.2 86.5 17.9 42.5 58.2 90.3 149.4 53.3 65.2 24.3 0.4 78.5 96.9 18.6 23.4 16.1 98.9 120.1 9 46.5 11.7 6.4 54.6 23 23.7 55.5 7.2 97.6 31.5 98.9 17.8 289.81 154230 214.88 16346 276.99 491681 147.43 45829 232.42 122258 167.85 374880 206.93 123746 144.89 112128 211.56 39646 290.82 43851 213.22 69216 179.11 129335 283.41 219032 266.39 120995 237.58 114641 287.85 14746 196.02 330716 278.4 6130 173.19 79031 278.24 13268 133.47 26252 157.69 4334 208.41 31269 243.98 107073 120.19 61073 234.44 88077 248.77 230364 142.57 37700 196.18 8949 278.26 216129 128.75 511598 217.1 49461 283.7 50116 287.39 5193 205.44 8828 261.07 243083 133.79 644716 216.55 38544 219.01 1378016 137.97 35521 239.06 91707 249.56 4091 179.69 106794 144.98 117937 292.96 81794 103.95 52022 283.44 77661 21.3 20.0 18.2 30.5 17.8 30.6 33.3 36.6 18.0 16.6 16.9 17.1 18.9 12.4 16.8 21.3 17.1 10.4 20.4 18.4 13.1 23.5 22.7 15.1 23.6 14.2 18.0 19.5 17.2 13.3 24.5 31.4 18.5 21.4 25.3 22.2 21.2 24.6 25.8 19.0 24.9 20.7 18.4 19.3 20.5 23.8 15.8 0 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1785 1688 1793 1781 1758 1704 1736 1669 1715 1768 1698 1695 1725 1706 1634 1746 1762 1706 1671 1776 1807 1694 1808 1727 1760 1769 1699 1742 1748 1713 1687 1735 1732 1707 1767 1796 1687 1809 1741 1737 1747 1785 1668 1669 1636 1747 1695 99.9 130.8 27.6 139.7 43 27 28.9 37.4 6.3 55.6 113.5 1.7 10 65.4 17.1 145.9 7.3 2.4 255.3 131 6.5 174 17.7 12.3 52.7 100.6 217.8 74.6 3.7 23.6 13.8 148.8 9.3 89.9 1.5 18 131.1 24.1 15.3 56.7 35.4 41.8 10.8 102.1 35.5 163.4 19.1 173.8 13028 192.84 44190 170.01 214704 117.67 267382 244.28 298964 190.82 12824 276.62 6124 207.57 50068 223.66 50998 238.01 250920 254.89 3594 111.21 46221 221.01 15673 229.45 19792 178.98 16787 179.79 67610 269.49 912333 250.44 70739 144.35 3712 193.75 5099 292.57 123631 105.02 755863 158.02 63307 294.23 24200 215.02 2732901 171.81 1733 153.53 504157 265.24 53525 230.54 77549 246.49 34648 258.85 30242 253.65 1033734 113.91 44222 236.87 742049 156.87 49686 267.53 403649 191.94 39526 125.84 129890 186.61 114346 256.57 91414 160.69 49203 159.59 21442 178.79 69542 261.19 31886 136.03 303264 219.9 9248 102.3 129592 22.5 24.6 25.2 16.3 12.4 17.2 20.6 26.2 18.0 21.5 17.7 21.9 34.9 24.6 14.2 21.2 14.8 32.2 17.8 32.1 18.0 13.1 29.8 15.3 31.1 16.3 9.9 20.6 18.4 24.2 18.4 23.9 19.3 19.6 19.1 31.8 24.2 18.4 15.3 16.5 26.6 19.9 15.3 15.3 18.0 10.0 21.5 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 0 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 0 1 1 0 0 0 1 1 1 1720 1755 1737 1695 1744 1680 1837 1765 1640 1695 1791 1726 1742 1812 1777 1754 1736 1715 1764 1688 1738 1767 1772 1744 1732 1764 1684 1630 1760 1712 1643 1710 1778 1752 1763 1711 1665 1643 1754 1787 1772 1656 1817 1714 1724 1788 1782 33 136.4 36.6 101 80.4 37.6 3.8 6.1 25.4 90.3 32.9 92.6 181 115.6 37.8 52 79.3 51.5 33.2 38 18.1 97.7 59.2 17.5 55.2 7.9 138.6 129.1 15.6 115.9 45.9 102.2 79.1 4.8 30.7 80.1 37.4 64.8 123.7 22.5 45.7 63.4 11.3 37.7 128.8 29.5 127.4 245.57 206.3 201.47 258.96 125.97 158.94 176.72 119.19 142.37 270.59 259.86 117.17 211.39 180.88 190.41 150.79 258.8 186.19 107.99 147.6 190.92 188.74 180.49 195.08 273.38 293.32 140.51 257.61 284.03 266.43 219.56 221.79 109.42 130.13 147.02 188.22 288.75 140.1 279.09 229.69 280.21 105.57 278.44 213.74 123.72 257.48 180.3 13368 64426 182853 367629 5912 116248 5376 63761 8649 25103 69901 60170 118288 40171 68488 10283 66836 56655 387867 16068 138683 188481 564797 29887 4030 59951 200160 61838 39000 19719 93180 15757 29188 43316 16460 92004 7859 124350 207065 24389 118465 136069 189552 17354 200269 17468 31156 32.6 11.7 24.9 17.4 13.7 23.1 33.0 15.5 26.8 23.4 24.7 18.5 14.0 19.2 16.8 16.8 11.1 19.2 17.6 13.1 13.6 20.6 22.1 28.3 23.7 13.5 20.2 15.3 28.4 10.7 22.1 27.8 13.7 21.8 21.1 12.1 14.5 8.9 15.3 14.6 16.4 21.6 13.9 23.3 20.0 16.0 20.3 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 0 1 1 0 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 1 0 0 1 1 1 1 0 1 1 1 1762 1745 1678 1662 1756 1682 1712 1714 1744 1688 1712 1710 1609 1776 1637 1721 1791 1719 1863 1762 1657 1784 1760 1655 1667 1699 1691 1813 1751 1774 1711 1589 1794 1749 1758 1820 1670 1832 1767 1713 1666 1723 1693 1795 1793 1722 1674 29.9 38.7 2.5 50.8 2.3 27.8 68 28.7 9.4 58 252.9 15 229.1 17.1 13.5 8 19.3 14.6 45.9 190.3 26.4 24.4 107.9 22.5 27.8 130.5 98 48.5 83.9 131.4 1.9 22.9 29.6 38.7 30.6 12.6 15 13.9 24.3 7.9 41.7 97.5 52.8 39.5 263.6 90.8 13.7 273.9 288947 255.19 117110 217.6 16685 130.68 91450 213.9 529484 255.48 60150 251.87 98213 131.17 15352 189.94 394636 108.96 98643 232.62 184773 120.41 259787 267.52 30186 128.57 8914 250.36 21236 174.52 25861 218.59 72657 140.73 3093 240.47 234455 108.99 303656 194.9 11342 292.45 17182 169.64 26803 106.08 136806 275.71 126555 205.53 121326 194.51 60464 107.39 1353680 283.94 112695 255.74 168105 163.41 136652 128.86 16560 154.59 1167 218.9 48139 243.37 9032 224.02 3806 214.84 95832 200.55 219791 174.57 96567 164.38 43817 140.18 125367 164.25 107677 274.8 71022 271.64 276260 131.52 96968 138.85 22079 158.67 23369 13.3 23.8 16.7 33.3 19.1 25.0 21.6 17.8 22.2 19.6 39.8 21.2 26.2 27.1 18.9 11.2 27.9 14.0 18.3 29.3 24.0 14.2 17.1 18.0 20.8 16.8 15.6 19.2 21.4 23.0 29.6 19.3 23.7 20.0 20.7 12.7 22.7 18.6 22.4 20.2 21.9 16.2 24.5 19.1 21.1 15.8 14.2 1 1 0 1 0 1 1 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 1 1 0 0 1 0 1750 1659 1696 1774 1744 1711 1720 1686 1806 1706 1764 1708 1659 1675 1645 1734 1763 1662 1712 1750 1770 1812 1715 1601 1849 1659 1707 1673 1666 1791 1724 1737 1832 1761 1791 1684 1640 1760 1709 1715 1731 1725 1749 1660 1682 1756 1756 35.7 34.7 35.3 179.8 2.4 17.1 43.9 1.6 146.2 79.6 24 120.6 37.2 54.7 83.4 143.3 65.4 49 48.1 123.9 129.1 30.5 6.6 81.3 160 23.6 74.9 12.1 56.3 43 127 215.5 12.9 4.1 118.5 9.2 75.3 62.8 262.1 82.4 16.5 22.8 17.9 53.8 26.9 36.1 40.1 159.92 112.38 226.93 230.28 156.52 103.59 161.68 270.18 200.77 117.58 183.94 269.02 258.82 212.35 229.1 227.22 200.47 267.31 270.48 220.17 253.97 241.43 181.07 104.53 194.81 124.81 244.76 194.58 254.5 200.32 121.56 249.13 105.2 159.26 272.43 203.95 240.46 114.83 122 256.09 226.48 288.25 253.39 185.89 139.9 194.3 271.21 30792 15614 44911 20801 7035 760991 22987 47788 102318 369229 52956 52539 42307 12348 151203 9792 14178 521618 17881 19302 49993 29313 20501 45138 53262 69646 42242 674108 74895 178092 8358 27613 188888 20853 25156 95671 3290 4555 76762 54489 156238 9835 40493 299010 2002 158124 376291 5.8 19.2 17.1 21.2 27.9 18.2 21.9 22.4 12.9 13.4 16.9 15.8 24.7 25.6 17.3 15.2 20.4 12.6 17.3 18.7 11.8 9.9 24.4 19.0 22.9 20.7 19.5 19.7 15.5 19.9 33.8 14.0 20.7 9.7 18.0 21.4 29.5 16.1 24.2 20.5 22.6 15.6 31.2 16.1 28.9 25.5 21.0 1 1 0 0 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 0 1 0 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1636 1787 1761 1703 1818 1617 1752 1777 1659 1671 1706 1742 1622 1782 1733 1721 1759 1788 1742 1677 1755 1712 1775 1677 1715 1697 1825 1662 1708 1741 1669 1737 1763 1756 1671 1763 1752 1712 1671 1658 1780 1792 1769 1672 1731 1763 1740 74.6 135.5 55.2 6.2 121.9 154 13.7 5.5 115.7 38.5 71.6 2.8 16.8 13 13.8 14.9 7 43.8 1.6 65.1 44.4 79.4 26.9 75.5 21.1 83.9 1.7 63.2 8.3 8.8 3.8 21.3 0.2 118.1 23 7.2 2.2 442.3 46.5 10.5 1.1 40.4 9.5 63.2 53.8 5.1 122.2 293.56 69298 215.59 52212 123.15 356191 220.85 92430 111.02 100868 252.63 1044288 277.87 23190 263.53 75475 200.99 409057 179.8 101854 293.76 12898 167.5 141369 291.54 2320 282.52 445268 249.42 487832 208.09 22900 263.88 5988 130.81 138772 215.2 460838 124.36 9255 173.45 188070 280.31 66778 211.84 88956 143.09 19241 185.93 74500 182.26 237488 100.76 3000 224.92 13570 214.22 36078 180.62 147164 161.82 9778 290.01 1633571 221.38 155348 267.89 153024 106.94 4722 260.91 34306 252.62 81816 255.95 216544 101.01 14553 180.66 190663 286.17 45736 181.55 91234 147.61 480676 160.7 25637 269.91 11234 197.04 484964 157.81 55436 20.3 14.2 32.7 16.5 14.3 18.0 22.4 18.0 20.3 15.4 29.8 12.1 23.5 8.5 13.9 12.6 11.3 20.1 24.4 14.1 23.8 14.8 19.1 14.0 19.1 24.9 15.5 30.8 15.8 24.3 27.6 18.1 15.1 18.0 15.7 26.8 20.5 13.2 11.0 17.6 27.7 36.4 19.9 19.6 21.7 22.4 10.3 0 1 0 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1627 1708 1733 1774 1760 1787 1781 1696 1767 1663 1751 1762 1724 1663 33.5 140.4 41.1 90.6 34.9 12.6 56.8 426.4 15.1 6.6 117.8 52.9 146.7 133.7 170 11965 202.59 106139 164.01 33598 101.09 264606 217.87 19935 241.2 64324 138.86 17668 186.39 13264 215.63 84296 273.36 55425 116.11 1817937 254.65 79639 198.57 1524917 150.01 24535 29.2 14.0 22.2 19.2 17.7 14.3 26.3 13.9 15.7 15.1 21.1 20.1 14.5 13.5 1 1 1 0 0 1 1 0 0 1 0 0 0 1

Tutor Answer

FelixBrato
School: New York University

...

flag Report DMCA
Review

Anonymous
Good stuff. Would use again.

Similar Questions
Hot Questions
Related Tags

Brown University





1271 Tutors

California Institute of Technology




2131 Tutors

Carnegie Mellon University




982 Tutors

Columbia University





1256 Tutors

Dartmouth University





2113 Tutors

Emory University





2279 Tutors

Harvard University





599 Tutors

Massachusetts Institute of Technology



2319 Tutors

New York University





1645 Tutors

Notre Dam University





1911 Tutors

Oklahoma University





2122 Tutors

Pennsylvania State University





932 Tutors

Princeton University





1211 Tutors

Stanford University





983 Tutors

University of California





1282 Tutors

Oxford University





123 Tutors

Yale University





2325 Tutors