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2. Suppose we go want to estimate the model where MZM is the dependent variable and FFUNDS, CPI, YD and TREND are the explanatory variables. Suppose we believe the model changes when we have a Democratic President. These years are: Carter: January 1977 - December 1980 Clinton: January 1993 - December 2000 Obama: January 2009 December 2016 Biden: January 2021 - present Use a dummy variable to test to see whether this belief is correct. Test at the 0.05 level. (10 points) Year Quarter MZM FFUNDS CPI YD TREND 1971 3 463.267 8.573 38.000 737.168 1 1971 4 459.033 7.880 38.633 754.520 2 1972 1 462 233 6.703 39.067 774,022 3 1972 2 472.900 5.567 39.600 4 782.186 805 328 1972 3 3.857 39.900 5 482.800 498.733 1972 4 4.563 40.333 826.350 6 1973 1 5.473 40.767 838.808 7 508.300 518.267 1973 2 4.750 40.967 853.832 00 1973 3 3540 41.267 866.754 9 1973 4 4.300 41.600 880.815 10 1974 1 528.133 540.500 551.400 566.167 573.267 4.740 42.000 905.843 11 1974 2 42.400 949.861 12 5.143 6,537 1974 3 42.933 968.678 13 1974 4 581.700 7817 43.900 995.679 14 1975 1 583.500 10.560 44,867 1018.430 15 1975 2 587 400 9.997 45.900 1050.700 16 1975 3 591.400 9.323 47.200 17 1975 4 599 800 11.250 48533 1064,035 1083.985 1114.191 18 1976 1 602.867 12.090 50.000 19 1976 2 611.667 9.347 51.500 1340.869 20 1976 3 619.367 6,303 52.433 1160 434 21 1976 4 643.400 5420 53 233 1228.887 22 1977 1 661.833 6.160 54.367 1233.647 23 1977 2 5413 55.233 1264,165 1977 3 674.967 691567 717.300 4827 55.767 1293.610 25 1977 4 5.197 56 467 1311.899 26 1978 1 730.167 5.283 57.367 1342.259 27 1978 1 730.167 5.283 57367 1342.259 27 1978 2 754.167 4873 58.033 1372.140 28 1978 3 4.660 59.033 1400.016 29 772.133 793.667 1978 4 5.157 60.333 1437 330 30 1979 1 807.600 5.820 61.200 1479.197 31 1979 2 823.267 6.513 61.867 1528.880 32 1979 3 829.700 6.757 62.933 1566.088 33 1979 4 848 300 7.283 64.533 1615.146 34 1980 1 853.000 8.100 66.067 1656.310 35 1980 2 854.367 9.583 67.400 1698.742 36 1980 3 835 033 10.073 69.067 1751.759 37 1980 4 847.433 10.180 71.467 1783.413 38 1981 1 865.133 10.947 73.833 1836.023 39 1981 2 854867 13577 75933 1883.828 40 1981 3 846.200 15.047 78.933 1947.118 41 1981 4 836.767 12.687 81.833 1977-275 42 1982 1 891.833 9.837 83333 2046.297 43 1982 2 901.167 15.853 85.531 2125.848 44 1982 3 877367 26.520 87 800 2177992 45 1982 - 4 912.500 17.780 89.833 2217.133 46 19 1 927300 17527 92 367 2302.221 47 1983 2 955.767 13587 93.200 2339.999 48 1983 974.300 14.227 - 2375 323 49 1983 4 993 567 14513 95 900 2412547 50 1984 1 2017033 11.007 97.200 2462.319 1984 2 1078.067 9287 97.933 2497 228 52 1984 3 2017 3.4$ 97.867 2541526 50 1984 4 1357.100 8.803 99.100 2582521 54 1985 1 1372.267 9.480 100.267 2655.754 35 1985 2 1383033 9.430 101.167 2732912 1985 54 3 1396033 9.687 102 300 2817.775 52 1985 101.167 2732.912 2 1383.033 9.430 1985 3 2817.775 1396.033 9.687 102.300 58 1985 4 1427.100 103.400 2892421 10.557 59 1986 1 1421.400 104.533 2953.265 11.390 2 60 1986 1464.700 105300 9.267 2995.748 3 1986 1529.233 8.477 105 967 61 3023.121 1986 4 1574.367 7.923 107 267 3106.975 1987 1 1626.800 7.900 63 3121548 108.033 1987 2 1669.233 8.103 109.000 3176.623 64 1987 3 1694.433 7.827 109.233 3241.309 65 1987 4 1774.233 6.920 109.000 3279.358 66 1988 1 1853.367 6.207 109.800 3317.667 67 1988 2 1938.100 6.267 110.400 3342.776 68 1988 3 1983.933 6.220 111.633 3405.257 69 1988 4 2014.167 6.650 113.100 3405.848 8 % $ ma g = os & Swn was "%. 1989 1 2010.367 6.843 114.400 3499.570 71 1989 2 6.917 115.367 3577374 72 1989 3 2014.233 2024.900 2051 800 6.663 116.067 3658.510 73 1989 4 7.157 117533 3737.002 74 1990 1 2052 533 7983 119.100 3819.629 75 1990 2 2054.167 8470 120 333 3894.693 76 1990 3 2032.067 9.443 121.667 3984 353 77 1990 2012.000 9.727 123667 4026.199 78 1991 1 2046.267 9.03 24.667 4076921 1991 2 2107 267 8,613 125 867 4143.873 1991 3 2147533 8.250 228 033 4236 338 81 1991 4 2171.700 8243 129 333 4304.603 1 2198.900 8.160 131 567 1992 1992 4357787 93 2 2238.733 7.743 133.700 4377.750 1992 3 2295 800 6.427 134 800 4411.695 1992 4 2361 933 5.563 135.600 4468.169 1993 2399 533 5.643 136 667 4516 330 19:24 , UNT HTML 5863 2361.933 1992 135.600 4468.169 86 1993 1 2399533 5.643 136,667 4516.830 87 1993 2 2477567 4817 88 137.700 4587352 1993 3 2581.833 4.023 138.667 4708 928 89 1993 4 2649.833 3.770 139.800 4787216 90 1994 1 2705.367 3.257 140.900 4840.071 91 1994 2 2776.133 3037 141.900 4896.050 92 1994 3 2787.500 3.040 143.100 4943.687 93 1994 4 2826.467 3.000 144.200 4992314 94 1995 1 2855.267 3.060 144.767 5018.395 95 1995 2 2912.467 2.990 145.767 5082376 96 1995 3 2924.033 3.213 146.700 5134.268 97 1995 4 2933067 3.940 147.633 5214.909 98 1996 1 2915 567 4487 148.933 5282.990 1996 2 2910.333 5.167 149.633 5383.972 100 1996 3 2869.367 5810 150.867 5456.604 IOI 1996 2867.267 6.020 152.200 5503 922 102 1997 1 2925.667 5.792 152.867 5577048 103 1997 2 2973.400 5.720 153.600 5634300 104 1997 3 3028.100 5.363 155.000 5719.234 IOS 1997 4 3076.300 5243 156533 5810 282 106 1998 3119.167 157 367 5882311 107 5.307 5.280 1998 2 3182.233 158 500 5953.959 LTER 1995 3 3246.133 5.277 359.567 6037 244 109 1998 4 3286.267 5.523 160 200 6106041 110 1999 1 3351633 5533 160.833 6194.206 111 1999 2 3445.967 5507 161467 6.305.191 312 1999 3 3550.033 S520 161.900 6438428 113 1999 3648.133 5.500 162.767 6538.701 114 2000 1 3742833 5533 163.400 6624.939 2000 2 3933667 4.560 163967 6694 894 116 2000 4069.333 4.733 164600 6772.954 32 TULIS 19yy 3333 6538.701 114 1999 162.767 4 3648.133 5.500 5.533 1 3742.833 163.400 6624.939 115 2000 6694 894 116 2 4.860 163.967 2000 3933.667 2000 117 3 4069.333 6772.954 164.600 4.733 118 2000 4 4145.133 6825.260 4.747 166.200 2001 1 4196.700 119 5093 167.233 6908.222 2001 2 4309.967 5.307 7053.398 120 168.267 121 2001 3 4421.100 7248 487 5.677 169.933 122 2001 4471.200 7361.616 4 6.273 171.733 2002 1 123 4527 200 6.520 173.100 7493.267 2002 2 124 4654.600 6.473 174.033 7561.740 2002 3 5.593 125 4901 200 175.700 7682.075 2002 4 126 5118.133 4.327 177.533 7704.717 2003 1 5290.100 3.497 127 177.767 7887.189 2003 2 5608.400 2.133 177 267 7792.252 128 2003 3 5781.067 129 1.733 177.900 7982.660 2003 130 4 5821,800 179.833 1.750 8097 865 8130.326 2004 1 5905.767 1.740 180/600 131 2004 2 6096 533 1.443 181.167 8216.373 132 2004 3 6215533 1.250 183.000 133 8293.770 2004 6271.967 1.247 183.667 8397.021 134 2005 1 6420.000 1017 184.567 135 8591.617 8653.740 2005 2 6415.967 0.997 184.600 136 2005 3 6443.567 1.003 186.267 8765.712 132 2005 4 6572.733 1.010 188.933 8926 869 138 2006 1 6603.500 1.433 189.600 9030 390 139 2006 2 6669 500 1950 190.733 9222 $16 140 2006 3 6653333 2470 191933 9166.268 141 2006 4 2.943 194 500 9308.928 142 6654.133 6711.833 2007 1 3.460 196.862 9.436.262 143 2007 2 6821 567 3.980 197 867 9631.865 144 2007 2 6896,933 4457 198.933 9869.204 145 W211.633 JHON TYUBUY 0 ZAZ 2007 2 6821 567 3.980 197.867 9631.865 144 2007 3 6896.933 4.457 198.933 9869.204 145 2007 4 6945.233 4907 202.300 146 9972.968 10070.923 2008 1 6997.367 5.247 203.433 147 2008 2 7167.033 5.247 201.700 10186,612 148 2008 9 7306.433 5.257 203.756 10370.417 149 2008 4 7482.700 5.250 207.662 10481313 150 2009 1 7695.067 5.073 208.235 10549.790 151 2009 2 8056.500 4497 209.716 10660.759 152 2009 3 8429.267 3.177 212.100 10780.170 153 2009 4 8693.633 2.087 216.757 11090.513 154 2010 1 8725.033 1.940 219.278 10969.952 155 2010 2 8987.733 0.507 213.075 10899.444 156 2010 3 9477 800 0.183 212.015 10787 538 157 2010 4 9599.067 0.180 214.263 10952.436 158 2011 1 9542.833 215.718 10903.353 159 0.157 0.120 2011 2 9573.600 216.152 10984 918 160 2011 3 9545.033 0.133 217.020 11084 387 161 2011 4 9435.700 0.193 218.051 11279.729 162 2012 1 9474533 0.187 218.254 11380056 163 2012 2 9720.733 0.187 218.898 11513.141 164 2012 3 9863.067 0.157 221.666 11732,112 165 2012 4. 0.093 225 531 11821927 166 10048.500 10331.967 2013 1 0.083 226452 11932.147 167 2013 2 10598 400 0.073 226.108 12009.159 168 2013 3 10826.733 0.103 227 907 12317.916 169 2013 4 10911.133 0.153 229.793 12459 684 120 2014 1 11090.000 0.143 230.297 12405 968 171 2014 2 11441633 0.160 230.380 32821.214 172 2014 3 11684367 0:143 231.740 12351 870 123 2014 4 11735.933 232.993 32433.127 1744 2015 0.117 0.083 1 11891.500 233.874 12557 547 175 2014 1 11090.000 0.143 230.297 171 12405.968 2 2014 11441.633 0.160 230 380 12821 214 172 2014 3 11684.367 0.143 231.740 173 12351 870 2014 4 11735 933 0.117 232.993 174 12453.127 2015 1 11891.500 0.083 233.874 12557547 175 2015 2 12207233 0.087 233.221 12658.500 176 2015 3 12406.300 0.073 234.997 12894 879 177 2015 4 12468.467 0.093 237.772 178 13132.990 13322.044 2016 1 12591.633 0.020 238.044 179 2016 2 12891.067 0.100 236.132 13480.980 180 2016 3 13158533 0.110 234 849 13574559 181 2016 4 13231.933 0.123 237.681 13744.243 182 2017 1 13429.300 0.137 238.305 13884341 183 2017 2 0.160 237 233 13916.817 184 13725.867 13936.033 2017 3 0.360 237386 185 14015615 14083.708 2017 4 14133.833 0.373 240.169 186 2018 1 14348567 0.397 240.968 14205 896 187 2018 2 14587 500 DASO 14355.162 188 241505 243.414 2018 3 14734 433 0.700 14602 553 189 2018 4 14856 467 0.950 244.737 14733.546 190 2019 1 15003.167 1.153 191 245.708 246,619 14880.609 15115.390 2019 2 15249.500 1.203 192 2019 3 15347.600 1.447 248.804 15465.398 193 2019 4 15432.900 1.737 251374 15653.252 194 2020 1 15524 467 3.923 252.197 15842.027 195 2020 2 2.220 16005412 196 15660.300 15834667 252.052 252 897 2020 3 2.403 16198540 197 2020 4 16002.467 2397 255.928 16355.726 198 2021 1 16415.133 2.190 256.629 16501577 199 2021 2 16934.733 1.643 257.175 16644.775 200 2021 3 17478.867 1.260 258.255 16736.033 201 2021 4 20388 000 0.000 256,860 16372325 202 2. Suppose we go want to estimate the model where MZM is the dependent variable and FFUNDS, CPI, YD and TREND are the explanatory variables. Suppose we believe the model changes when we have a Democratic President. These years are: Carter: January 1977 - December 1980 Clinton: January 1993 - December 2000 Obama: January 2009 December 2016 Biden: January 2021 - present Use a dummy variable to test to see whether this belief is correct. Test at the 0.05 level. (10 points) Year Quarter MZM FFUNDS CPI YD TREND 1971 3 463.267 8.573 38.000 737.168 1 1971 4 459.033 7.880 38.633 754.520 2 1972 1 462 233 6.703 39.067 774,022 3 1972 2 472.900 5.567 39.600 4 782.186 805 328 1972 3 3.857 39.900 5 482.800 498.733 1972 4 4.563 40.333 826.350 6 1973 1 5.473 40.767 838.808 7 508.300 518.267 1973 2 4.750 40.967 853.832 00 1973 3 3540 41.267 866.754 9 1973 4 4.300 41.600 880.815 10 1974 1 528.133 540.500 551.400 566.167 573.267 4.740 42.000 905.843 11 1974 2 42.400 949.861 12 5.143 6,537 1974 3 42.933 968.678 13 1974 4 581.700 7817 43.900 995.679 14 1975 1 583.500 10.560 44,867 1018.430 15 1975 2 587 400 9.997 45.900 1050.700 16 1975 3 591.400 9.323 47.200 17 1975 4 599 800 11.250 48533 1064,035 1083.985 1114.191 18 1976 1 602.867 12.090 50.000 19 1976 2 611.667 9.347 51.500 1340.869 20 1976 3 619.367 6,303 52.433 1160 434 21 1976 4 643.400 5420 53 233 1228.887 22 1977 1 661.833 6.160 54.367 1233.647 23 1977 2 5413 55.233 1264,165 1977 3 674.967 691567 717.300 4827 55.767 1293.610 25 1977 4 5.197 56 467 1311.899 26 1978 1 730.167 5.283 57.367 1342.259 27 1978 1 730.167 5.283 57367 1342.259 27 1978 2 754.167 4873 58.033 1372.140 28 1978 3 4.660 59.033 1400.016 29 772.133 793.667 1978 4 5.157 60.333 1437 330 30 1979 1 807.600 5.820 61.200 1479.197 31 1979 2 823.267 6.513 61.867 1528.880 32 1979 3 829.700 6.757 62.933 1566.088 33 1979 4 848 300 7.283 64.533 1615.146 34 1980 1 853.000 8.100 66.067 1656.310 35 1980 2 854.367 9.583 67.400 1698.742 36 1980 3 835 033 10.073 69.067 1751.759 37 1980 4 847.433 10.180 71.467 1783.413 38 1981 1 865.133 10.947 73.833 1836.023 39 1981 2 854867 13577 75933 1883.828 40 1981 3 846.200 15.047 78.933 1947.118 41 1981 4 836.767 12.687 81.833 1977-275 42 1982 1 891.833 9.837 83333 2046.297 43 1982 2 901.167 15.853 85.531 2125.848 44 1982 3 877367 26.520 87 800 2177992 45 1982 - 4 912.500 17.780 89.833 2217.133 46 19 1 927300 17527 92 367 2302.221 47 1983 2 955.767 13587 93.200 2339.999 48 1983 974.300 14.227 - 2375 323 49 1983 4 993 567 14513 95 900 2412547 50 1984 1 2017033 11.007 97.200 2462.319 1984 2 1078.067 9287 97.933 2497 228 52 1984 3 2017 3.4$ 97.867 2541526 50 1984 4 1357.100 8.803 99.100 2582521 54 1985 1 1372.267 9.480 100.267 2655.754 35 1985 2 1383033 9.430 101.167 2732912 1985 54 3 1396033 9.687 102 300 2817.775 52 1985 101.167 2732.912 2 1383.033 9.430 1985 3 2817.775 1396.033 9.687 102.300 58 1985 4 1427.100 103.400 2892421 10.557 59 1986 1 1421.400 104.533 2953.265 11.390 2 60 1986 1464.700 105300 9.267 2995.748 3 1986 1529.233 8.477 105 967 61 3023.121 1986 4 1574.367 7.923 107 267 3106.975 1987 1 1626.800 7.900 63 3121548 108.033 1987 2 1669.233 8.103 109.000 3176.623 64 1987 3 1694.433 7.827 109.233 3241.309 65 1987 4 1774.233 6.920 109.000 3279.358 66 1988 1 1853.367 6.207 109.800 3317.667 67 1988 2 1938.100 6.267 110.400 3342.776 68 1988 3 1983.933 6.220 111.633 3405.257 69 1988 4 2014.167 6.650 113.100 3405.848 8 % $ ma g = os & Swn was "%. 1989 1 2010.367 6.843 114.400 3499.570 71 1989 2 6.917 115.367 3577374 72 1989 3 2014.233 2024.900 2051 800 6.663 116.067 3658.510 73 1989 4 7.157 117533 3737.002 74 1990 1 2052 533 7983 119.100 3819.629 75 1990 2 2054.167 8470 120 333 3894.693 76 1990 3 2032.067 9.443 121.667 3984 353 77 1990 2012.000 9.727 123667 4026.199 78 1991 1 2046.267 9.03 24.667 4076921 1991 2 2107 267 8,613 125 867 4143.873 1991 3 2147533 8.250 228 033 4236 338 81 1991 4 2171.700 8243 129 333 4304.603 1 2198.900 8.160 131 567 1992 1992 4357787 93 2 2238.733 7.743 133.700 4377.750 1992 3 2295 800 6.427 134 800 4411.695 1992 4 2361 933 5.563 135.600 4468.169 1993 2399 533 5.643 136 667 4516 330 19:24 , UNT HTML 5863 2361.933 1992 135.600 4468.169 86 1993 1 2399533 5.643 136,667 4516.830 87 1993 2 2477567 4817 88 137.700 4587352 1993 3 2581.833 4.023 138.667 4708 928 89 1993 4 2649.833 3.770 139.800 4787216 90 1994 1 2705.367 3.257 140.900 4840.071 91 1994 2 2776.133 3037 141.900 4896.050 92 1994 3 2787.500 3.040 143.100 4943.687 93 1994 4 2826.467 3.000 144.200 4992314 94 1995 1 2855.267 3.060 144.767 5018.395 95 1995 2 2912.467 2.990 145.767 5082376 96 1995 3 2924.033 3.213 146.700 5134.268 97 1995 4 2933067 3.940 147.633 5214.909 98 1996 1 2915 567 4487 148.933 5282.990 1996 2 2910.333 5.167 149.633 5383.972 100 1996 3 2869.367 5810 150.867 5456.604 IOI 1996 2867.267 6.020 152.200 5503 922 102 1997 1 2925.667 5.792 152.867 5577048 103 1997 2 2973.400 5.720 153.600 5634300 104 1997 3 3028.100 5.363 155.000 5719.234 IOS 1997 4 3076.300 5243 156533 5810 282 106 1998 3119.167 157 367 5882311 107 5.307 5.280 1998 2 3182.233 158 500 5953.959 LTER 1995 3 3246.133 5.277 359.567 6037 244 109 1998 4 3286.267 5.523 160 200 6106041 110 1999 1 3351633 5533 160.833 6194.206 111 1999 2 3445.967 5507 161467 6.305.191 312 1999 3 3550.033 S520 161.900 6438428 113 1999 3648.133 5.500 162.767 6538.701 114 2000 1 3742833 5533 163.400 6624.939 2000 2 3933667 4.560 163967 6694 894 116 2000 4069.333 4.733 164600 6772.954 32 TULIS 19yy 3333 6538.701 114 1999 162.767 4 3648.133 5.500 5.533 1 3742.833 163.400 6624.939 115 2000 6694 894 116 2 4.860 163.967 2000 3933.667 2000 117 3 4069.333 6772.954 164.600 4.733 118 2000 4 4145.133 6825.260 4.747 166.200 2001 1 4196.700 119 5093 167.233 6908.222 2001 2 4309.967 5.307 7053.398 120 168.267 121 2001 3 4421.100 7248 487 5.677 169.933 122 2001 4471.200 7361.616 4 6.273 171.733 2002 1 123 4527 200 6.520 173.100 7493.267 2002 2 124 4654.600 6.473 174.033 7561.740 2002 3 5.593 125 4901 200 175.700 7682.075 2002 4 126 5118.133 4.327 177.533 7704.717 2003 1 5290.100 3.497 127 177.767 7887.189 2003 2 5608.400 2.133 177 267 7792.252 128 2003 3 5781.067 129 1.733 177.900 7982.660 2003 130 4 5821,800 179.833 1.750 8097 865 8130.326 2004 1 5905.767 1.740 180/600 131 2004 2 6096 533 1.443 181.167 8216.373 132 2004 3 6215533 1.250 183.000 133 8293.770 2004 6271.967 1.247 183.667 8397.021 134 2005 1 6420.000 1017 184.567 135 8591.617 8653.740 2005 2 6415.967 0.997 184.600 136 2005 3 6443.567 1.003 186.267 8765.712 132 2005 4 6572.733 1.010 188.933 8926 869 138 2006 1 6603.500 1.433 189.600 9030 390 139 2006 2 6669 500 1950 190.733 9222 $16 140 2006 3 6653333 2470 191933 9166.268 141 2006 4 2.943 194 500 9308.928 142 6654.133 6711.833 2007 1 3.460 196.862 9.436.262 143 2007 2 6821 567 3.980 197 867 9631.865 144 2007 2 6896,933 4457 198.933 9869.204 145 W211.633 JHON TYUBUY 0 ZAZ 2007 2 6821 567 3.980 197.867 9631.865 144 2007 3 6896.933 4.457 198.933 9869.204 145 2007 4 6945.233 4907 202.300 146 9972.968 10070.923 2008 1 6997.367 5.247 203.433 147 2008 2 7167.033 5.247 201.700 10186,612 148 2008 9 7306.433 5.257 203.756 10370.417 149 2008 4 7482.700 5.250 207.662 10481313 150 2009 1 7695.067 5.073 208.235 10549.790 151 2009 2 8056.500 4497 209.716 10660.759 152 2009 3 8429.267 3.177 212.100 10780.170 153 2009 4 8693.633 2.087 216.757 11090.513 154 2010 1 8725.033 1.940 219.278 10969.952 155 2010 2 8987.733 0.507 213.075 10899.444 156 2010 3 9477 800 0.183 212.015 10787 538 157 2010 4 9599.067 0.180 214.263 10952.436 158 2011 1 9542.833 215.718 10903.353 159 0.157 0.120 2011 2 9573.600 216.152 10984 918 160 2011 3 9545.033 0.133 217.020 11084 387 161 2011 4 9435.700 0.193 218.051 11279.729 162 2012 1 9474533 0.187 218.254 11380056 163 2012 2 9720.733 0.187 218.898 11513.141 164 2012 3 9863.067 0.157 221.666 11732,112 165 2012 4. 0.093 225 531 11821927 166 10048.500 10331.967 2013 1 0.083 226452 11932.147 167 2013 2 10598 400 0.073 226.108 12009.159 168 2013 3 10826.733 0.103 227 907 12317.916 169 2013 4 10911.133 0.153 229.793 12459 684 120 2014 1 11090.000 0.143 230.297 12405 968 171 2014 2 11441633 0.160 230.380 32821.214 172 2014 3 11684367 0:143 231.740 12351 870 123 2014 4 11735.933 232.993 32433.127 1744 2015 0.117 0.083 1 11891.500 233.874 12557 547 175 2014 1 11090.000 0.143 230.297 171 12405.968 2 2014 11441.633 0.160 230 380 12821 214 172 2014 3 11684.367 0.143 231.740 173 12351 870 2014 4 11735 933 0.117 232.993 174 12453.127 2015 1 11891.500 0.083 233.874 12557547 175 2015 2 12207233 0.087 233.221 12658.500 176 2015 3 12406.300 0.073 234.997 12894 879 177 2015 4 12468.467 0.093 237.772 178 13132.990 13322.044 2016 1 12591.633 0.020 238.044 179 2016 2 12891.067 0.100 236.132 13480.980 180 2016 3 13158533 0.110 234 849 13574559 181 2016 4 13231.933 0.123 237.681 13744.243 182 2017 1 13429.300 0.137 238.305 13884341 183 2017 2 0.160 237 233 13916.817 184 13725.867 13936.033 2017 3 0.360 237386 185 14015615 14083.708 2017 4 14133.833 0.373 240.169 186 2018 1 14348567 0.397 240.968 14205 896 187 2018 2 14587 500 DASO 14355.162 188 241505 243.414 2018 3 14734 433 0.700 14602 553 189 2018 4 14856 467 0.950 244.737 14733.546 190 2019 1 15003.167 1.153 191 245.708 246,619 14880.609 15115.390 2019 2 15249.500 1.203 192 2019 3 15347.600 1.447 248.804 15465.398 193 2019 4 15432.900 1.737 251374 15653.252 194 2020 1 15524 467 3.923 252.197 15842.027 195 2020 2 2.220 16005412 196 15660.300 15834667 252.052 252 897 2020 3 2.403 16198540 197 2020 4 16002.467 2397 255.928 16355.726 198 2021 1 16415.133 2.190 256.629 16501577 199 2021 2 16934.733 1.643 257.175 16644.775 200 2021 3 17478.867 1.260 258.255 16736.033 201 2021 4 20388 000 0.000 256,860 16372325 202