ENTREGA 1 Semana 3 Estadistica II

COLCAP Fecha 04.01.2016 05.01.2016 06.01.2016 07.01.2016 08.01.2016 12.01.2016 13.01.2016 14.01.2016 15.01.2016 18.01.20

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COLCAP Fecha 04.01.2016 05.01.2016 06.01.2016 07.01.2016 08.01.2016 12.01.2016 13.01.2016 14.01.2016 15.01.2016 18.01.2016 19.01.2016 20.01.2016 21.01.2016 22.01.2016 25.01.2016 26.01.2016 27.01.2016 28.01.2016 29.01.2016 01.02.2016 02.02.2016 03.02.2016 04.02.2016 05.02.2016 08.02.2016 09.02.2016 10.02.2016 11.02.2016 12.02.2016 15.02.2016 16.02.2016 17.02.2016 18.02.2016 19.02.2016 22.02.2016 23.02.2016 24.02.2016 25.02.2016 26.02.2016 29.02.2016 01.03.2016 02.03.2016 03.03.2016

Último 1129.71 1142.4 1129.32 1105.73 1098.32 1079.28 1096.68 1128.65 1103.26 1078.69 1100.3 1109.33 1124.79 1151.62 1139.32 1146.36 1153.46 1165.38 1175.09 1180.72 1165.77 1180.66 1188.73 1195.11 1192.98 1196.9 1200.42 1198.51 1209.03 1209.88 1199.98 1233.34 1235.89 1234.93 1236.37 1229.65 1228.18 1240.13 1246.68 1244.17 1255.54 1276.63 1295.43

Apertura 1153.71 1129.71 1142.4 1129.32 1105.73 1098.32 1079.28 1096.68 1128.65 1103.26 1078.69 1100.3 1109.33 1124.79 1151.62 1139.32 1146.36 1153.46 1165.38 1175.09 1180.72 1165.77 1180.66 1188.73 1195.11 1192.98 1196.9 1200.42 1198.51 1209.03 1209.88 1199.98 1233.34 1235.89 1234.93 1236.37 1229.65 1228.18 1240.13 1246.68 1244.17 1255.54 1276.63

Máximo 1155.84 1142.4 1142.4 1131.8 1108.01 1098.32 1102.83 1128.65 1128.65 1103.26 1103.06 1110.66 1126.98 1154 1151.87 1146.59 1154.18 1169.17 1182.27 1180.72 1180.72 1181.85 1194.04 1195.3 1195.11 1199.96 1204.9 1200.42 1214.2 1213.31 1222.96 1233.34 1240.3 1235.89 1243.46 1236.37 1229.65 1240.13 1253.32 1250.64 1256.43 1276.63 1295.67

Mínimo 1129.71 1126.82 1122.75 1105.73 1098.32 1068.36 1068.28 1096.16 1103.26 1078.69 1078.69 1086.53 1100.16 1124.79 1136.96 1136.81 1142.21 1153.46 1165.38 1169.65 1165.11 1162.55 1179.9 1183.6 1188.79 1187.59 1193.29 1186.75 1198.51 1207.34 1199.68 1197.35 1232.8 1226.6 1234.93 1224.29 1217.75 1227.55 1240.13 1242.59 1244.17 1252.89 1271.98

Vol, -

%var, -2.08% 1.12% -1.14% -2.09% -0.67% -1.73% 1.61% 2.92% -2.25% -2.23% 2.00% 0.82% 1.39% 2.39% -1.07% 0.62% 0.62% 1.03% 0.83% 0.48% -1.27% 1.28% 0.68% 0.54% -0.18% 0.33% 0.29% -0.16% 0.88% 0.07% -0.82% 2.78% 0.21% -0.08% 0.12% -0.54% -0.12% 0.97% 0.53% -0.20% 0.91% 1.68% 1.47%

Nutresa SA -0.97 0.27 0.18 -0.09 -0.36 -0.09 0.36 0.00 -0.71 0.00 0.45 -0.36 0.00 2.06 0.44 0.52 0.00 1.65 0.68 0.68 -0.68 0.00 0.68 1.27 -0.83 2.44 0.08 0.08 0.33 -0.41 -2.87 3.21 -0.16 0.33 -0.41 0.41 -0.08 0.08 -0.82 -0.16 3.05 1.12 1.11

04.03.2016 07.03.2016 08.03.2016 09.03.2016 10.03.2016 11.03.2016 14.03.2016 15.03.2016 16.03.2016 17.03.2016 18.03.2016 22.03.2016 23.03.2016 28.03.2016 29.03.2016 30.03.2016 31.03.2016 01.04.2016 04.04.2016 05.04.2016 06.04.2016 07.04.2016 08.04.2016 11.04.2016 12.04.2016 13.04.2016 14.04.2016 15.04.2016 18.04.2016 19.04.2016 20.04.2016 21.04.2016 22.04.2016 25.04.2016 26.04.2016 27.04.2016 28.04.2016 29.04.2016 02.05.2016 03.05.2016 04.05.2016 05.05.2016 06.05.2016 10.05.2016 11.05.2016

1294.86 1307.17 1294.63 1296.27 1299.45 1302.71 1298.48 1285.34 1284.4 1295.89 1309.81 1316.92 1321.05 1305.41 1299.65 1319.77 1336.27 1333.63 1337.58 1313.19 1321.5 1316.11 1326.57 1336.37 1364.13 1370.62 1364.97 1355.2 1354.76 1362.84 1376.61 1375.95 1374.41 1359.25 1365.2 1361.98 1362.02 1342.42 1342.5 1320.18 1311.83 1291.14 1293.03 1328.6 1336.35

1295.43 1294.86 1307.17 1294.63 1296.27 1299.45 1302.71 1298.48 1285.34 1284.4 1295.89 1309.81 1316.92 1321.05 1305.41 1299.65 1319.77 1336.27 1333.63 1337.58 1313.19 1321.5 1316.11 1326.57 1336.37 1364.13 1370.62 1364.97 1355.2 1354.76 1362.01 1376.61 1375.95 1374.41 1359.25 1365.2 1361.98 1362.02 1342.42 1342.5 1320.18 1311.83 1291.14 1293.03 1328.6

1304.27 1307.17 1307.17 1302.39 1299.45 1304.96 1302.71 1298.48 1286.61 1297.73 1309.83 1316.92 1321.05 1321.05 1305.41 1319.79 1336.27 1340.09 1337.68 1337.58 1322.67 1321.5 1329.66 1337.03 1364.21 1380.39 1371.9 1364.97 1359.18 1367.92 1378.81 1378.36 1380.41 1375.46 1365.42 1370.19 1368.2 1362.02 1347.12 1342.5 1327.81 1318.27 1293.83 1328.6 1349.57

1290.56 1288.37 1287.29 1293.14 1283.25 1296.62 1290.78 1279.74 1268.77 1284.37 1295.23 1299.02 1292.58 1300.32 1282.34 1299.65 1309.65 1317.91 1327.37 1313.19 1309.18 1310.58 1316.11 1325.44 1333.14 1361.29 1360.02 1350.82 1345.13 1354.45 1358.74 1369.77 1374.11 1355.55 1357.56 1360.59 1357.85 1342.42 1334.22 1310.51 1305.71 1291.04 1288.49 1287.57 1320.05

-

-0.04% 0.95% -0.96% 0.13% 0.25% 0.25% -0.32% -1.01% -0.07% 0.89% 1.07% 0.54% 0.31% -1.18% -0.44% 1.55% 1.25% -0.20% 0.30% -1.82% 0.63% -0.41% 0.79% 0.74% 2.08% 0.48% -0.41% -0.72% -0.03% 0.60% 1.01% -0.05% -0.11% -1.10% 0.44% -0.24% 0.00% -1.44% 0.01% -1.66% -0.63% -1.58% 0.15% 2.75% 0.58%

0.23 0.31 -0.78 -0.24 0.63 -1.09 -0.39 0.00 -0.48 -0.40 -2.80 1.65 0.00 0.00 1.21 0.56 1.43 0.78 -3.11 0.40 1.20 0.16 1.03 1.09 0.93 0.31 -0.76 -0.08 -0.69 -0.47 0.47 1.16 0.00 -1.92 -0.39 0.00 0.00 1.96 -0.77 -2.17 -0.95 -0.40 0.00 1.29 2.70

12.05.2016 13.05.2016 16.05.2016 17.05.2016 18.05.2016 19.05.2016 20.05.2016 23.05.2016 24.05.2016 25.05.2016 26.05.2016 27.05.2016 31.05.2016 01.06.2016 02.06.2016 03.06.2016 07.06.2016 08.06.2016 09.06.2016 10.06.2016 13.06.2016 14.06.2016 15.06.2016 16.06.2016 17.06.2016 20.06.2016 21.06.2016 22.06.2016 23.06.2016 24.06.2016 27.06.2016 28.06.2016 29.06.2016 30.06.2016 01.07.2016 05.07.2016 06.07.2016 07.07.2016 08.07.2016 11.07.2016 12.07.2016 13.07.2016 14.07.2016 15.07.2016 18.07.2016

1351.39 1350.36 1357.57 1343.88 1327.74 1323.21 1322.44 1325.36 1319.44 1306.65 1302.13 1302.36 1292.51 1301.18 1303 1307.83 1315.86 1333.46 1333.48 1320.48 1315.23 1303.33 1303.83 1307.77 1308.41 1316.2 1323.65 1326.25 1329.58 1317.71 1302.39 1303.28 1311.52 1313.18 1312.98 1303.46 1310 1301.76 1297.64 1306.76 1320.3 1325.79 1332.85 1339.6 1339

1336.35 1351.39 1350.36 1357.57 1343.88 1327.74 1323.21 1322.44 1325.36 1319.44 1306.65 1302.13 1302.36 1292.51 1301.18 1303 1307.83 1315.86 1333.46 1333.48 1320.48 1315.23 1303.33 1303.83 1307.77 1308.41 1316.2 1323.65 1326.25 1329.58 1317.71 1302.39 1303.28 1311.52 1313.18 1312.98 1303.46 1310 1301.76 1297.64 1306.76 1320.3 1325.79 1332.85 1339.6

1355.98 1357.29 1363.5 1358.42 1344.77 1328.98 1326.55 1327.03 1325.94 1322.72 1310.34 1302.49 1310.55 1301.43 1306.22 1307.83 1315.97 1333.68 1338.7 1333.48 1321.67 1318.05 1308.81 1307.99 1317.34 1319.07 1323.65 1329.04 1332.47 1329.58 1317.71 1312.97 1312.36 1313.89 1317.84 1312.98 1311.71 1314.34 1307.41 1306.87 1320.3 1325.79 1332.85 1339.6 1339.6

1336.35 1343.37 1350.36 1342.98 1321.48 1316.09 1320.3 1317.94 1316.99 1306.59 1301.9 1296.13 1290.95 1284.19 1297.09 1298.89 1305.19 1313.99 1327.59 1320.48 1310.44 1302.54 1301.26 1299.32 1307.77 1308.41 1309.68 1321.41 1325.63 1297.77 1300.41 1302.39 1303.28 1305.26 1310.76 1303.46 1298.6 1300.32 1295.43 1297.58 1306.11 1317.63 1323.62 1328.99 1332.31

-

1.13% -0.08% 0.53% -1.01% -1.20% -0.34% -0.06% 0.22% -0.45% -0.97% -0.35% 0.02% -0.76% 0.67% 0.14% 0.37% 0.61% 1.34% 0.00% -0.97% -0.40% -0.90% 0.04% 0.30% 0.05% 0.60% 0.57% 0.20% 0.25% -0.89% -1.16% 0.07% 0.63% 0.13% -0.02% -0.73% 0.50% -0.63% -0.32% 0.70% 1.04% 0.42% 0.53% 0.51% -0.04%

1.39 -0.23 -1.53 -0.08 -2.87 2.96 -0.93 -1.33 -0.08 -0.24 -0.40 0.96 0.95 1.33 -0.15 -0.08 -0.39 0.08 -0.23 -0.55 -0.24 -1.97 0.56 0.08 0.00 -0.16 -0.48 0.64 0.48 -1.27 0.32 0.08 0.24 0.16 0.00 -1.04 0.64 0.00 -0.64 0.16 1.61 0.16 1.11 0.63 -0.23

19.07.2016 21.07.2016 22.07.2016 25.07.2016 26.07.2016 27.07.2016 28.07.2016 29.07.2016 01.08.2016 02.08.2016 03.08.2016 04.08.2016 05.08.2016 08.08.2016 09.08.2016 10.08.2016 11.08.2016 12.08.2016 16.08.2016 17.08.2016 18.08.2016 19.08.2016 22.08.2016 23.08.2016 24.08.2016 25.08.2016 26.08.2016 29.08.2016 30.08.2016 31.08.2016 01.09.2016 02.09.2016 05.09.2016 06.09.2016 07.09.2016 08.09.2016 09.09.2016 12.09.2016 13.09.2016 14.09.2016 15.09.2016 16.09.2016 19.09.2016 20.09.2016 21.09.2016

1337.8 1328.61 1332.85 1323.41 1315.69 1321.65 1317.44 1308.22 1306.02 1303.35 1304.62 1307.59 1309.48 1314.34 1323.93 1322.33 1327.89 1323.66 1342.69 1348.89 1348.01 1349.79 1349.21 1358.62 1369.65 1370.82 1373.42 1371.99 1373.85 1380.18 1379.41 1394.38 1397.92 1402.83 1417.57 1416.16 1397.9 1386.73 1367.18 1373.22 1373.44 1354.63 1354.67 1341.36 1341.29

1339 1337.8 1328.61 1332.85 1323.41 1315.69 1321.65 1317.44 1308.22 1306.02 1303.35 1304.62 1307.59 1309.48 1314.34 1323.93 1322.33 1327.89 1323.66 1342.69 1348.89 1348.01 1347.23 1349.21 1358.62 1369.65 1370.82 1373.42 1371.99 1373.85 1380.18 1379.41 1394.38 1397.92 1402.83 1417.57 1416.16 1397.9 1386.73 1367.18 1373.22 1373.44 1354.63 1354.67 1341.36

1339 1339.2 1332.97 1333.38 1324.36 1323.36 1321.65 1317.44 1311.22 1307.3 1309.64 1308.03 1309.53 1314.34 1323.93 1324.29 1327.89 1327.89 1342.81 1348.89 1349.35 1352.92 1351.68 1358.62 1369.82 1375.68 1375.58 1375.09 1377.64 1383.15 1381.83 1395.61 1399.98 1402.83 1418.1 1419.33 1416.16 1398.16 1386.73 1380.03 1375.21 1373.44 1363.46 1354.67 1342.69

1332.68 1326.05 1326.24 1321.23 1315.69 1313.53 1313.51 1308.11 1300.87 1299.36 1302 1303.15 1304.45 1308.37 1311.23 1318.45 1319.36 1318.98 1323.65 1337.81 1345.13 1344.26 1343.31 1347.24 1355.88 1367.69 1367.75 1369.69 1371.2 1373.41 1371.39 1378.55 1389.77 1393.34 1398.77 1409.2 1397.11 1386.6 1365.36 1362.77 1370.82 1350.3 1353.42 1338.32 1337.09

-

-0.09% -0.69% 0.32% -0.71% -0.58% 0.45% -0.32% -0.70% -0.17% -0.20% 0.10% 0.23% 0.14% 0.37% 0.73% -0.12% 0.42% -0.32% 1.44% 0.46% -0.07% 0.13% -0.04% 0.70% 0.81% 0.09% 0.19% -0.10% 0.14% 0.46% -0.06% 1.09% 0.25% 0.35% 1.05% -0.10% -1.29% -0.80% -1.41% 0.44% 0.02% -1.37% 0.00% -0.98% -0.01%

-0.78 0.71 -0.31 -0.31 0.16 0.08 -0.23 -1.18 -0.32 0.00 0.08 0.56 0.00 -0.16 0.63 0.39 0.16 0.00 1.72 -0.46 0.46 -0.31 -0.08 0.00 0.69 0.08 -0.77 0.39 0.62 -0.15 0.08 -0.54 0.38 -0.15 0.00 -0.38 -2.31 -0.16 -1.18 0.80 0.32 3.95 -1.90 -0.16 -0.70

22.09.2016 23.09.2016 26.09.2016 27.09.2016 28.09.2016 29.09.2016 30.09.2016 03.10.2016 04.10.2016 05.10.2016 06.10.2016 07.10.2016 10.10.2016 11.10.2016 12.10.2016 13.10.2016 14.10.2016 18.10.2016 19.10.2016 20.10.2016 21.10.2016 24.10.2016 25.10.2016 26.10.2016 27.10.2016 28.10.2016 31.10.2016 1.11.2016 2.11.2016 3.11.2016 4.11.2016 8.11.2016 09.11.2016 10.11.2016 11.11.2016 15.11.2016 16.11.2016 17.11.2016 18.11.2016 21.11.2016 22.11.2016 23.11.2016 24.11.2016 25.11.2016 28.11.2016

1358.03 1351.6 1346.67 1333.85 1354.98 1345 1338.83 1330.57 1335.1 1341.33 1343.44 1348.2 1350.33 1358.07 1354.61 1354.4 1346.07 1355.72 1364.02 1361.15 1362.97 1359.2 1356.98 1357.49 1359.7 1360.96 1365.53 1370.75 1368.45 1356.01 1345.66 1354.91 1354.68 1319.51 1299.03 1297.07 1300.09 1305.81 1307.44 1312.87 1307.21 1308.87 1308.94 1295.67 1289.97

1341.29 1358.03 1351.6 1346.67 1333.85 1354.98 1345 1338.83 1330.57 1335.1 1341.33 1343.44 1348.2 1350.33 1358.07 1354.61 1354.4 1346.07 1355.72 1364.02 1361.15 1362.97 1359.2 1356.98 1357.49 1359.7 1360.96 1365.53 1370.75 1368.45 1356.01 1345.66 1354.91 1354.68 1319.51 1299.03 1297.07 1300.09 1305.81 1307.44 1312.87 1307.21 1308.87 1308.94 1295.67

1358.03 1359.64 1352.38 1346.67 1354.98 1354.98 1352.64 1338.83 1335.1 1342.88 1343.49 1348.32 1350.48 1358.07 1358.46 1354.72 1354.4 1355.78 1367.73 1364.02 1362.98 1364.62 1362.65 1358.7 1359.7 1360.96 1367.08 1371.74 1375.56 1370.78 1356.63 1358.52 1360.6 1357.61 1319.51 1303.39 1300.48 1309.06 1311.81 1314.38 1312.87 1309.79 1309.36 1309.27 1299.95

1341.29 1346.94 1337.27 1327.09 1333.85 1341.3 1338.83 1320.9 1327.85 1334.24 1338.28 1342.83 1346.56 1346.66 1351.81 1346.94 1343.6 1344.96 1355.72 1358.84 1358.59 1357.28 1356.98 1353.62 1352.19 1357.21 1357.84 1365.53 1367.48 1355.81 1345.66 1345.66 1347.79 1319.51 1292.93 1291.78 1292.91 1300.09 1305.56 1307.44 1299.63 1300.91 1305.95 1294.96 1289.8

-

1.25% -0.47% -0.36% -0.95% 1.58% -0.74% -0.46% -0.62% 0.34% 0.47% 0.16% 0.35% 0.16% 0.57% -0.25% -0.02% -0.62% 0.72% 0.61% -0.21% 0.13% -0.28% -0.16% 0.04% 0.16% 0.09% 0.34% 0.38% -0.17% -0.91% -0.76% 0.69% -0.02% -2.60% -1.55% -0.15% 0.23% 0.44% 0.12% 0.42% -0.43% 0.13% 0.01% -1.01% -0.44%

0.47 0.00 -0.78 -0.78 1.34 -0.70 -0.47 0.32 0.31 0.86 -0.54 -0.86 0.16 0.39 -1.41 1.35 -0.47 -0.24 0.16 0.00 -0.79 0.16 0.48 -0.16 0.40 -0.63 -0.08 -0.71 0.48 -1.99 -0.41 -0.08 -0.65 -1.40 -1.25 -0.42 0.85 0.00 0.84 -0.83 -0.08 0.00 0.08 -1.60 -0.51

29.11.2016 30.11.2016 1.12.2016 2.12.2016 5.12.2016 6.12.2016 7.12.2016 09.12.2016 12.12.2016 13.12.2016 14.12.2016 15.12.2016 16.12.2016 19.12.2016 20.12.2016 21.12.2016 22.12.2016 23.12.2016 26.12.2016 27.12.2016 28.12.2016 29.12.2016 2.1.2017 3.1.2017 4.1.2017 5.1.2017 6.1.2017 10.01.2017 11.01.2017 12.01.2017 13.01.2017 16.01.2017 17.01.2017 18.01.2017 19.01.2017 20.01.2017 23.01.2017 24.01.2017 25.01.2017 26.01.2017 27.01.2017 30.01.2017 31.01.2017 01.02.2017 02.02.2017

1271.11 1286.07 1297.33 1306.56 1314.74 1316.82 1314.38 1324.8 1323.19 1335.46 1325.78 1339.89 1341.58 1340.08 1345.87 1342.25 1340.06 1330.31 1341.31 1339.06 1353.65 1351.68 1345.89 1354.82 1373.04 1377.88 1374.08 1372.5 1375.14 1369.64 1369.62 1361.05 1361.48 1360.54 1359.6 1354.35 1355.43 1366.91 1365.24 1371.38 1372.59 1364.9 1357.47 1357.83 1366.79

1289.97 1271.11 1286.07 1297.33 1306.56 1314.74 1316.82 1314.38 1324.8 1323.19 1335.46 1325.78 1339.89 1341.58 1340.08 1345.87 1342.25 1340.06 1330.31 1341.31 1339.06 1353.65 1351.68 1345.89 1354.82 1373.04 1377.88 1374.08 1372.5 1375.14 1369.64 1369.62 1361.05 1361.48 1360.54 1359.6 1354.35 1355.43 1366.91 1365.24 1371.38 1372.59 1364.9 1357.47 1357.83

1289.97 1288.88 1300.96 1308.64 1317.41 1317.42 1317.73 1324.8 1327.46 1335.49 1335.46 1339.92 1344.96 1342.83 1347.21 1348.15 1343.23 1341.57 1342.7 1343.21 1354.15 1353.65 1351.68 1355.69 1373.04 1377.88 1378.23 1376.14 1377.62 1377.27 1370.15 1369.78 1365.76 1362.08 1363.32 1360.36 1355.76 1367.32 1368.29 1371.39 1377.78 1372.59 1365.29 1360.04 1367.65

1270.79 1271.11 1286.07 1296.52 1305.2 1312.57 1312.15 1312.04 1319.69 1323.19 1325.19 1322.19 1337.09 1336.52 1338.58 1341.83 1336.53 1329.46 1330.26 1338.04 1338.95 1348.37 1341.61 1345.89 1353.93 1370 1370.62 1367.39 1369.23 1368.73 1360.43 1360.25 1358.7 1355.24 1353.89 1352.43 1346.19 1355.02 1363.5 1363.82 1369.1 1361.7 1356.29 1354.24 1353.72

-

-1.46% 1.18% 0.88% 0.71% 0.63% 0.16% -0.19% 0.79% -0.12% 0.93% -0.72% 1.06% 0.13% -0.11% 0.43% -0.27% -0.16% -0.73% 0.83% -0.17% 1.09% -0.15% -0.43% 0.66% 1.34% 0.35% -0.28% -0.11% 0.19% -0.40% 0.00% -0.63% 0.03% -0.07% -0.07% -0.39% 0.08% 0.85% -0.12% 0.45% 0.09% -0.56% -0.54% 0.03% 0.66%

-2.06 0.18 0.70 1.30 -0.60 0.69 0.69 1.28 1.26 0.91 0.25 0.00 0.41 0.74 1.05 -0.08 0.32 -0.08 0.00 -0.16 -0.08 0.00 0.00 -0.24 0.56 0.32 -0.40 -0.40 0.00 -0.40 -0.57 -0.81 -0.25 -0.57 0.17 -1.07 0.75 0.08 0.83 -0.57 1.40 -1.06 -1.15 -0.67 0.84

03.02.2017 06.02.2017 07.02.2017 08.02.2017 09.02.2017 10.02.2017 13.02.2017 14.02.2017 15.02.2017 16.02.2017 17.02.2017 20.02.2017 21.02.2017 22.02.2017 23.02.2017 24.02.2017 27.02.2017 28.02.2017 01.03.2017 02.03.2017 03.03.2017 06.03.2017 07.03.2017 08.03.2017 09.03.2017 10.03.2017 13.03.2017 14.03.2017 15.03.2017 16.03.2017 17.03.2017 21.03.2017 22.03.2017 23.03.2017 24.03.2017 27.03.2017 28.03.2017 29.03.2017 30.03.2017 31.03.2017 03.04.2017 04.04.2017 05.04.2017 06.04.2017 07.04.2017

1369.79 1367.92 1360.65 1350.27 1345.97 1347.4 1351.36 1320.97 1334.88 1344.46 1341.83 1340.99 1336.52 1331.2 1341.65 1333.57 1334.45 1326.31 1328.63 1326.81 1329.58 1334.02 1332.81 1324.54 1330.35 1335.67 1342.42 1317.98 1329.96 1342.21 1337.29 1343.97 1351.16 1359.19 1355.53 1356.01 1363.61 1364.61 1369.88 1365.61 1368.39 1368.12 1371.46 1370.05 1368.98

1366.79 1369.79 1367.92 1360.65 1350.27 1345.97 1347.4 1351.36 1320.97 1334.88 1344.46 1341.83 1340.99 1336.52 1331.2 1341.65 1333.57 1334.45 1326.31 1328.63 1326.81 1329.58 1334.02 1332.81 1324.54 1330.35 1335.67 1342.42 1317.98 1329.96 1342.21 1337.29 1343.97 1351.16 1359.19 1355.53 1356.01 1363.61 1364.61 1369.88 1365.61 1368.39 1368.12 1371.46 1370.05

1369.85 1370.97 1367.92 1360.65 1352.13 1351.25 1351.36 1351.36 1336.56 1349.77 1344.71 1341.96 1341.98 1336.61 1342.77 1341.65 1334.45 1335.11 1334.3 1330.31 1331.14 1334.02 1334.68 1334.61 1330.59 1337.37 1342.42 1342.42 1330.49 1342.21 1346.47 1346.78 1351.16 1359.84 1359.95 1356.01 1363.73 1364.61 1372.01 1369.88 1368.39 1368.42 1375.73 1371.85 1372.53

1361.63 1365.61 1358.86 1349.8 1345.97 1344.67 1340.05 1317.32 1319.48 1334.33 1337.95 1338 1333.72 1328.07 1331.2 1331.93 1331.1 1324.87 1325.96 1323.52 1323.76 1322.99 1329.06 1324.13 1321.07 1324.6 1334.48 1317.98 1315.84 1327.64 1337.29 1336.62 1339.95 1349.02 1351.51 1347.65 1355.07 1358.05 1363.11 1363.47 1361.14 1361.72 1363.25 1366.33 1366.7

-

0.22% -0.14% -0.53% -0.76% -0.32% 0.11% 0.29% -2.25% 1.05% 0.72% -0.20% -0.06% -0.33% -0.40% 0.79% -0.60% 0.07% -0.61% 0.17% -0.14% 0.21% 0.33% -0.09% -0.62% 0.44% 0.40% 0.51% -1.82% 0.91% 0.92% -0.37% 0.50% 0.53% 0.59% -0.27% 0.04% 0.56% 0.07% 0.39% -0.31% 0.20% -0.02% 0.24% -0.10% -0.08%

1.16 -1.56 -0.83 -0.34 1.18 0.00 0.17 -1.00 0.59 0.42 0.00 1.00 0.00 -0.33 -0.17 -1.57 -0.34 -0.42 -0.59 -1.11 -0.34 2.51 0.68 0.42 -0.17 0.75 -1.33 -1.68 -0.51 2.75 0.42 -0.83 -0.76 1.52 0.33 -0.33 0.08 0.67 0.91 0.00 -0.08 0.00 -0.25 0.00 -0.74

10.04.2017 11.04.2017 12.04.2017 17.04.2017 18.04.2017 19.04.2017 20.04.2017 21.04.2017 24.04.2017 25.04.2017 26.04.2017 27.04.2017 28.04.2017 02.05.2017 03.05.2017 04.05.2017 05.05.2017 08.05.2017 09.05.2017 10.05.2017 11.05.2017 12.05.2017 15.05.2017 16.05.2017 17.05.2017 18.05.2017 19.05.2017 22.05.2017 23.05.2017 24.05.2017 25.05.2017 26.05.2017 30.05.2017 31.05.2017 01.06.2017 02.06.2017 05.06.2017 06.06.2017 07.06.2017 08.06.2017 09.06.2017 12.06.2017 13.06.2017 14.06.2017 15.06.2017

1375.9 1374.43 1378.28 1371.98 1371.75 1363.44 1363.34 1362.33 1366.49 1372.42 1374.66 1362.45 1371.54 1373.17 1370.13 1376.63 1384.92 1403.19 1407.13 1414.84 1421.84 1443.56 1458.09 1449.37 1437.84 1429.41 1436.19 1436.81 1444.14 1446.19 1444.39 1448.93 1444.09 1439.48 1442.83 1441.81 1445.06 1456.53 1451.37 1450.26 1450.45 1446.91 1450.43 1456.73 1456.39

1368.98 1375.9 1374.43 1378.28 1371.98 1371.75 1363.44 1363.34 1362.33 1366.49 1372.42 1374.66 1362.45 1371.54 1373.17 1370.13 1376.63 1384.92 1403.19 1407.13 1414.84 1421.84 1443.56 1458.09 1449.37 1437.84 1429.41 1436.19 1436.81 1444.14 1446.19 1444.39 1448.93 1444.09 1439.48 1442.83 1441.81 1445.06 1456.53 1451.37 1450.26 1450.45 1446.91 1450.43 1456.73

1375.96 1376.86 1379.63 1378.28 1371.98 1371.75 1364.73 1363.61 1366.49 1372.75 1377.89 1374.75 1372.75 1376.31 1373.95 1376.63 1386.73 1404.65 1413.09 1414.87 1423.49 1445.3 1460.9 1461.14 1449.72 1437.84 1451.05 1441.87 1446.31 1449.37 1446.19 1451.04 1448.93 1444.49 1443.83 1442.83 1445.24 1456.53 1457.7 1454.35 1450.45 1452.42 1451.47 1456.73 1458.92

1367.55 1368.99 1371.9 1365.34 1364.91 1360.31 1361.13 1357.74 1360.89 1363.51 1367.13 1362.45 1360.32 1370.46 1367.98 1368.26 1376.23 1384.92 1398.49 1397.75 1412.58 1420.49 1443.56 1447.17 1434.39 1420.53 1429.3 1434.62 1435.99 1441.44 1441.93 1442.51 1440.4 1428.64 1434.74 1437.1 1439.01 1441.85 1449.65 1447.26 1443.99 1443.37 1443.51 1448.95 1449.52

-

0.51% -0.11% 0.28% -0.46% -0.02% -0.61% -0.01% -0.07% 0.31% 0.43% 0.16% -0.89% 0.67% 0.12% -0.22% 0.47% 0.60% 1.32% 0.28% 0.55% 0.49% 1.53% 1.01% -0.60% -0.80% -0.59% 0.47% 0.04% 0.51% 0.14% -0.12% 0.31% -0.33% -0.32% 0.23% -0.07% 0.23% 0.79% -0.35% -0.08% 0.01% -0.24% 0.24% 0.43% -0.02%

0.00 0.75 0.33 -0.08 0.16 0.00 0.08 -0.25 -0.82 0.25 -0.17 0.41 0.58 0.08 -0.08 -0.08 0.82 1.71 0.48 0.80 0.00 1.82 0.54 0.00 -0.69 0.23 1.08 -1.15 -0.16 0.00 0.08 0.54 -0.15 -0.15 0.15 0.00 0.00 0.46 0.62 0.38 0.00 -0.30 -0.31 -0.08 0.54

16.06.2017 20.06.2017 21.06.2017 22.06.2017 23.06.2017 27.06.2017 28.06.2017 29.06.2017 30.06.2017 04.07.2017 05.07.2017 06.07.2017 07.07.2017 10.07.2017 11.07.2017 12.07.2017 13.07.2017 14.07.2017 17.07.2017 18.07.2017 19.07.2017 21.07.2017 24.07.2017 25.07.2017 26.07.2017 27.07.2017 28.07.2017 31.07.2017 01.08.2017 02.08.2017 03.08.2017 04.08.2017 08.08.2017 09.08.2017 10.08.2017 11.08.2017 14.08.2017 15.08.2017 16.08.2017 17.08.2017 18.08.2017 22.08.2017 23.08.2017 24.08.2017 25.08.2017

1464.77 1450.82 1436.7 1435.57 1435.12 1437.72 1449.22 1458.71 1462.9 1475.15 1480.52 1481.32 1470.32 1467.37 1474.7 1490.01 1492.09 1487.8 1487.54 1479.95 1468.63 1471.34 1475.84 1476.1 1473.63 1479.75 1486.79 1481.37 1478.09 1481.05 1477.95 1476.47 1469.79 1470.32 1463.54 1463.07 1462.44 1452.91 1468.3 1470.69 1477.21 1482.77 1481.24 1477.41 1475.17

1456.39 1464.77 1450.82 1436.7 1435.57 1435.12 1437.72 1449.22 1458.71 1462.9 1475.15 1480.52 1481.32 1470.32 1467.37 1474.7 1490.01 1492.09 1487.8 1487.54 1479.95 1468.63 1471.34 1475.84 1476.1 1473.63 1479.75 1486.79 1481.37 1478.09 1481.05 1477.95 1476.47 1469.79 1470.32 1463.54 1463.07 1462.44 1452.91 1468.3 1470.69 1477.21 1482.77 1481.24 1477.41

1465.68 1467.9 1450.82 1441.99 1436.28 1441.49 1452.45 1458.71 1463.25 1475.5 1480.52 1490.56 1481.32 1471.87 1475.04 1490.58 1492.21 1492.09 1488.74 1487.54 1480.34 1471.48 1475.95 1482.73 1476.72 1482.24 1486.79 1486.79 1483.38 1481.05 1482.14 1479.26 1476.47 1472.39 1470.95 1465.73 1465.95 1462.56 1474 1486.12 1477.56 1485.38 1482.77 1482.83 1479.62

1455.73 1450.71 1431.2 1430.06 1428.66 1429.73 1436.19 1448.95 1452.37 1459.13 1467.96 1476.53 1463.3 1465.93 1458.61 1467.17 1485.77 1479.97 1483.53 1474.46 1467.7 1466.43 1463.62 1473.48 1470.18 1471.19 1472.87 1473.13 1476.91 1475.9 1475.85 1476 1465.81 1462.04 1455.62 1452.76 1457.55 1448.95 1450.53 1465.1 1468.52 1474.7 1473.66 1470.1 1471.6

-

0.58% -0.95% -0.97% -0.08% -0.03% 0.18% 0.80% 0.65% 0.29% 0.84% 0.36% 0.05% -0.74% -0.20% 0.50% 1.04% 0.14% -0.29% -0.02% -0.51% -0.76% 0.18% 0.31% 0.02% -0.17% 0.42% 0.48% -0.36% -0.22% 0.20% -0.21% -0.10% -0.45% 0.04% -0.46% -0.03% -0.04% -0.65% 1.06% 0.16% 0.44% 0.38% -0.10% -0.26% -0.15%

-0.84 0.00 -0.77 -0.39 0.78 0.69 -0.31 1.15 0.38 -0.38 0.15 -0.53 -0.46 -0.69 1.16 0.76 0.38 0.30 0.45 -0.45 -0.68 0.83 0.30 -0.75 0.00 -0.91 1.29 0.38 0.22 -0.22 0.15 0.07 0.45 0.37 -0.22 0.22 0.00 0.00 0.07 0.74 -0.29 0.59 -0.81 0.07 0.00

28.08.2017 29.08.2017 30.08.2017 31.08.2017 01.09.2017 04.09.2017 05.09.2017 06.09.2017 07.09.2017 08.09.2017 11.09.2017 12.09.2017 13.09.2017 14.09.2017 15.09.2017 18.09.2017 19.09.2017 20.09.2017 21.09.2017 22.09.2017 25.09.2017 26.09.2017 27.09.2017 28.09.2017 29.09.2017 02.10.2017 03.10.2017 04.10.2017 05.10.2017 06.10.2017 09.10.2017 10.10.2017 11.10.2017 12.10.2017 13.10.2017 17.10.2017 18.10.2017 19.10.2017 20.10.2017 23.10.2017 24.10.2017 25.10.2017 26.10.2017 27.10.2017 30.10.2017

1475.67 1477.89 1471.16 1482.27 1494.17 1501.38 1505.23 1507.42 1503.45 1499.58 1505.09 1493.78 1491.96 1491.48 1492.96 1496.87 1495.48 1486.49 1483.9 1486.15 1482.8 1481.21 1487.26 1486.62 1487.52 1487.54 1487.92 1484.12 1486.71 1491.47 1484.05 1486.06 1483.7 1484.69 1486.35 1480.99 1478.76 1469.15 1464.99 1460.36 1460.35 1469.71 1471.17 1445.07 1437.16

1475.17 1475.67 1477.89 1471.16 1482.27 1494.17 1501.38 1505.23 1507.42 1503.45 1499.58 1505.09 1493.78 1491.96 1491.48 1492.96 1496.87 1495.48 1486.49 1483.9 1486.15 1482.8 1481.21 1487.26 1486.62 1487.52 1487.54 1487.92 1484.12 1486.71 1491.47 1484.05 1486.06 1483.7 1484.69 1486.35 1480.99 1478.76 1469.15 1464.99 1460.36 1460.35 1469.71 1471.17 1445.07

1475.79 1477.89 1477.89 1483.86 1497.65 1503.76 1506.45 1508.94 1507.46 1504.77 1505.19 1505.09 1493.78 1491.96 1495.92 1497.82 1497.71 1495.88 1487.58 1489.63 1488.91 1483.2 1487.71 1489.12 1487.52 1487.59 1488.95 1488.15 1490.16 1491.47 1491.47 1487.03 1486.06 1485.03 1486.35 1486.35 1482.62 1478.76 1473.03 1470.53 1465.85 1469.74 1478.83 1471.17 1450

1465.24 1471.46 1470.73 1469.71 1480.31 1490.86 1495.94 1500.78 1501.25 1495.53 1498.87 1486.87 1488.57 1486.08 1489.55 1489.62 1490.96 1483.05 1482.95 1481.05 1481.63 1477.03 1480.96 1486.23 1481.41 1483.01 1485.01 1479.32 1482.88 1481.8 1483.85 1482.1 1479.48 1479.79 1480.82 1477.4 1477.71 1469.15 1464.92 1459.82 1460.19 1457.15 1467.49 1444.61 1431.57

-

0.03% 0.15% -0.46% 0.76% 0.80% 0.48% 0.26% 0.15% -0.26% -0.26% 0.37% -0.75% -0.12% -0.03% 0.10% 0.26% -0.09% -0.60% -0.17% 0.15% -0.23% -0.11% 0.41% -0.04% 0.06% 0.00% 0.03% -0.26% 0.17% 0.32% -0.50% 0.14% -0.16% 0.07% 0.11% -0.36% -0.15% -0.65% -0.28% -0.32% 0.00% 0.64% 0.10% -1.77% -0.55%

-0.15 0.22 -0.37 0.52 0.22 0.15 0.00 -0.15 0.00 -0.29 0.29 -0.96 0.00 0.22 -0.37 0.52 0.15 -0.74 -0.22 0.67 -1.41 0.38 0.15 0.15 0.15 -0.37 -0.15 0.67 -0.60 0.30 -0.37 0.30 -0.45 1.28 0.00 -0.59 0.52 -0.22 0.30 0.52 -0.52 0.30 0.15 -0.07 -0.37

31.10.2017 1.11.2017 2.11.2017 3.11.2017 7.11.2017 8.11.2017 09.11.2017 10.11.2017 14.11.2017 15.11.2017 16.11.2017 17.11.2017 20.11.2017 21.11.2017 22.11.2017 23.11.2017 24.11.2017 27.11.2017 28.11.2017 29.11.2017 30.11.2017 1.12.2017 4.12.2017 5.12.2017 6.12.2017 7.12.2017 11.12.2017 12.12.2017 13.12.2017 14.12.2017 15.12.2017 18.12.2017 19.12.2017 20.12.2017 21.12.2017 22.12.2017 26.12.2017 27.12.2017 28.12.2017 2.1.2018 3.1.2018 4.1.2018 5.1.2018 9.1.2018 10.01.2018

1424.58 1439.81 1425.88 1418.58 1435.12 1434.78 1440.38 1434.36 1425.18 1430.64 1436.59 1443.55 1446.28 1448.48 1451.49 1450.92 1449.66 1446.35 1446.91 1449.52 1445.23 1449.85 1446.11 1447.47 1446.21 1449.35 1470.12 1470.1 1472.75 1475.39 1465.02 1474.59 1475.94 1481.49 1488.32 1493.93 1493.5 1505 1513.65 1516.68 1515.84 1531.68 1545.57 1547.31 1537.7

1437.16 1424.58 1439.81 1425.88 1418.58 1435.12 1434.78 1440.38 1434.36 1425.18 1430.64 1436.59 1443.55 1446.28 1448.48 1451.49 1450.92 1449.66 1446.35 1446.91 1449.52 1445.23 1449.85 1446.11 1447.47 1446.21 1449.35 1470.12 1470.1 1472.75 1475.39 1465.02 1474.59 1475.94 1481.49 1488.32 1493.93 1493.5 1505 1513.65 1516.68 1515.84 1531.68 1545.57 1547.31

1437.68 1442.52 1442.27 1425.88 1435.12 1438.28 1446.45 1441.34 1434.36 1436.41 1439.33 1444.08 1446.34 1454.04 1452.85 1452.36 1453.03 1449.97 1447.39 1451.11 1450.68 1450.78 1449.85 1448.37 1450.03 1453.73 1470.12 1470.12 1476.15 1475.64 1475.39 1474.59 1481.32 1481.49 1488.33 1494.01 1495.89 1505.9 1514.7 1517.2 1518.3 1531.68 1545.57 1548.18 1553.11

1423.36 1424.58 1422.46 1414.59 1418.45 1427.46 1434.47 1433.31 1423.16 1418.47 1429.74 1436.47 1434.01 1444.45 1448.05 1446.58 1446.77 1441.96 1439.09 1445.25 1442.74 1442.78 1441.73 1439.89 1441.36 1445.92 1449.35 1458 1468.17 1465.67 1455.51 1462.46 1474.21 1470.61 1478.87 1486.15 1487.46 1492.37 1501.43 1504.62 1510.78 1507.65 1525.5 1535.21 1535.97

-

-0.88% 1.07% -0.97% -0.51% 1.17% -0.02% 0.39% -0.42% -0.64% 0.38% 0.42% 0.48% 0.19% 0.15% 0.21% -0.04% -0.09% -0.23% 0.04% 0.18% -0.30% 0.32% -0.26% 0.09% -0.09% 0.22% 1.43% 0.00% 0.18% 0.18% -0.70% 0.65% 0.09% 0.38% 0.46% 0.38% -0.03% 0.77% 0.57% 0.20% -0.06% 1.04% 0.91% 0.11% -0.62%

0.07 0.59 -0.15 -0.88 0.74 -0.22 0.15 -0.66 0.74 -0.37 0.74 -0.66 0.67 -0.37 0.37 0.37 0.00 0.00 0.22 1.24 -0.87 0.44 0.07 -0.36 0.51 -0.51 0.58 -0.58 0.00 0.00 -0.36 0.73 -0.43 -0.07 0.80 1.16 -0.14 -0.21 -0.29 -1.65 -0.22 0.00 -0.22 -0.51 0.52

11.01.2018 12.01.2018 15.01.2018 16.01.2018 17.01.2018 18.01.2018 19.01.2018 22.01.2018 23.01.2018 24.01.2018 25.01.2018 26.01.2018 29.01.2018 30.01.2018 31.01.2018 01.02.2018 02.02.2018 05.02.2018 06.02.2018 07.02.2018 08.02.2018 09.02.2018 12.02.2018 13.02.2018 14.02.2018 15.02.2018 16.02.2018 19.02.2018 20.02.2018 21.02.2018 22.02.2018 23.02.2018 26.02.2018 27.02.2018 28.02.2018 01.03.2018 02.03.2018 05.03.2018 06.03.2018 07.03.2018 08.03.2018 09.03.2018 12.03.2018 13.03.2018 14.03.2018

1523.33 1521.41 1513.76 1539.1 1543.54 1548.07 1551.04 1557.86 1570.34 1589.6 1588.97 1592.82 1598.4 1582.98 1558.18 1580.97 1567.74 1523.07 1526.83 1526.87 1504.77 1500.99 1509.48 1504.98 1518.78 1514.36 1520.71 1515.7 1517.39 1525.24 1532.2 1532.6 1524.9 1516.53 1478.33 1466.28 1456.38 1469.83 1475.53 1473.76 1474.31 1482.1 1478.88 1467.6 1463.78

1537.7 1523.33 1521.41 1513.76 1539.1 1543.54 1548.07 1551.04 1557.86 1570.34 1589.6 1588.97 1592.82 1598.4 1582.98 1558.18 1580.97 1567.74 1523.07 1526.83 1526.87 1504.77 1500.99 1509.48 1504.98 1518.78 1514.36 1520.71 1515.7 1517.39 1525.24 1532.2 1532.6 1524.9 1516.53 1478.33 1466.28 1456.38 1469.83 1475.53 1473.76 1474.31 1482.1 1478.88 1467.6

1539.22 1523.33 1521.61 1539.1 1543.84 1548.1 1551.04 1561.99 1570.34 1589.92 1595.31 1593.9 1598.4 1598.4 1586.44 1580.97 1580.97 1567.74 1535.58 1539.45 1527.03 1511.51 1520.61 1510.42 1518.81 1523.41 1525.66 1521.98 1525.95 1525.24 1542.61 1538.02 1536.4 1526.53 1521.46 1479.64 1467.86 1469.83 1483.27 1477.94 1477.57 1485.67 1484.29 1481.39 1468.58

1514.89 1513.1 1511.04 1512.1 1533.17 1540.49 1542.54 1543.29 1555.53 1567.09 1581.45 1584.98 1583.17 1576.89 1558.18 1551.28 1564.32 1522.5 1511.53 1523.12 1504.77 1493.53 1500.62 1499.3 1498.65 1512.48 1511.62 1514.02 1513.05 1515.42 1525.24 1528.04 1524.9 1510.96 1478.33 1461.52 1455.95 1455.06 1465.89 1471.4 1470.05 1474.18 1474.8 1461.64 1461.1

-

-0.93% -0.13% -0.50% 1.67% 0.29% 0.29% 0.19% 0.44% 0.80% 1.23% -0.04% 0.24% 0.35% -0.96% -1.57% 1.46% -0.84% -2.85% 0.25% 0.00% -1.45% -0.25% 0.57% -0.30% 0.92% -0.29% 0.42% -0.33% 0.11% 0.52% 0.46% 0.03% -0.50% -0.55% -2.52% -0.82% -0.68% 0.92% 0.39% -0.12% 0.04% 0.53% -0.22% -0.76% -0.26%

-0.07 -0.44 1.03 -0.22 0.07 -0.73 0.59 0.37 -0.15 0.80 0.22 0.00 0.36 -1.30 -1.24 1.11 -0.88 -0.15 1.63 0.36 -0.94 -1.24 0.37 0.37 -0.66 0.22 0.22 -0.44 -0.22 0.82 -0.37 0.30 0.07 -0.44 -0.22 0.37 -1.03 0.97 -0.66 0.30 -1.33 0.90 -0.45 -1.57 0.23

15.03.2018 16.03.2018 20.03.2018 21.03.2018 22.03.2018 23.03.2018 26.03.2018 27.03.2018 28.03.2018 02.04.2018 03.04.2018 04.04.2018 05.04.2018 06.04.2018 09.04.2018 10.04.2018 11.04.2018 12.04.2018 13.04.2018 16.04.2018 17.04.2018 18.04.2018 19.04.2018 20.04.2018 23.04.2018 24.04.2018 25.04.2018 26.04.2018 27.04.2018 30.04.2018 02.05.2018 03.05.2018 04.05.2018 07.05.2018 08.05.2018 09.05.2018 10.05.2018 11.05.2018 15.05.2018 16.05.2018 17.05.2018 18.05.2018 21.05.2018 22.05.2018 23.05.2018

1467.22 1475.75 1476.89 1486.03 1468.44 1459.06 1469.04 1450 1455.52 1470.88 1492.84 1497.59 1514.84 1520.76 1531.72 1548.01 1560.08 1555.87 1538.44 1530 1552.16 1562.16 1572.45 1561.45 1576.65 1562.55 1558.05 1553.34 1566.45 1565.56 1565.67 1553.03 1547.04 1544.26 1546.45 1558.46 1552.64 1550.08 1571.47 1547.37 1525.54 1520.52 1516.71 1524.84 1523.17

1463.78 1467.22 1475.75 1476.89 1486.03 1468.44 1459.06 1469.04 1450 1455.52 1470.88 1492.84 1497.59 1514.84 1520.76 1531.72 1548.01 1560.08 1555.87 1538.44 1530 1552.16 1562.16 1572.45 1561.45 1576.65 1562.55 1558.05 1553.34 1566.45 1565.56 1565.67 1553.03 1547.04 1544.26 1546.45 1558.46 1552.64 1550.08 1571.47 1547.37 1525.54 1520.52 1516.71 1524.84

1467.66 1475.75 1481.64 1490.7 1486.03 1473.96 1472.54 1470.25 1455.52 1473.43 1493.77 1500.76 1515.35 1520.76 1534.31 1548.01 1566.94 1567.36 1555.87 1540.31 1552.16 1563.24 1573.04 1572.45 1576.89 1580.29 1562.56 1561.56 1567.59 1571.44 1570.04 1569 1565.87 1552.52 1550.84 1562.23 1560.8 1557.53 1572.51 1571.47 1551.08 1531.64 1526.13 1529.48 1527.36

1461.26 1466.72 1474.35 1475.25 1463.91 1458.3 1457.7 1447.98 1442.71 1455.52 1466.95 1483.81 1493.55 1505.76 1519.8 1531.18 1546.15 1545.02 1537.33 1528.61 1529.63 1551.61 1562.16 1555.83 1557.47 1559.25 1548.51 1549.45 1548.46 1563.73 1561.65 1552.21 1546.39 1540.68 1536.57 1546.45 1547.39 1549.3 1550.08 1545.3 1525.54 1519.7 1516.47 1515.71 1517.85

-

0.24% 0.58% 0.08% 0.62% -1.18% -0.64% 0.68% -1.30% 0.38% 1.06% 1.49% 0.32% 1.15% 0.39% 0.72% 1.06% 0.78% -0.27% -1.12% -0.55% 1.45% 0.64% 0.66% -0.70% 0.97% -0.89% -0.29% -0.30% 0.84% -0.06% 0.01% -0.81% -0.39% -0.18% 0.14% 0.78% -0.37% -0.16% 1.38% -1.53% -1.41% -0.33% -0.25% 0.54% -0.11%

0.83 -1.50 -0.23 0.54 -1.07 -1.85 0.78 -0.08 1.09 -0.23 0.00 -0.31 1.55 0.15 1.75 -0.30 0.90 -1.56 0.38 0.23 -0.83 0.53 1.05 -1.19 -0.08 1.21 0.07 -0.30 0.22 1.42 -0.74 0.00 0.37 -1.18 0.07 0.00 -0.22 -0.45 -0.23 -0.30 -1.13 -0.46 -0.15 -0.61 0.00

24.05.2018 25.05.2018 28.05.2018 29.05.2018 30.05.2018 31.05.2018 01.06.2018 05.06.2018 06.06.2018 07.06.2018 08.06.2018 12.06.2018 13.06.2018 14.06.2018 15.06.2018 18.06.2018 19.06.2018 20.06.2018 21.06.2018 22.06.2018 25.06.2018 26.06.2018 27.06.2018 28.06.2018 29.06.2018 03.07.2018 04.07.2018 05.07.2018 06.07.2018 09.07.2018 10.07.2018 11.07.2018 12.07.2018 13.07.2018 16.07.2018 17.07.2018 18.07.2018 19.07.2018 23.07.2018 24.07.2018 25.07.2018 26.07.2018 27.07.2018 30.07.2018 31.07.2018

1528.32 1526.36 1524.44 1539.19 1546.03 1546.71 1564.47 1559.67 1554.59 1549.53 1547.96 1550.56 1553.18 1550.94 1541.23 1555.54 1537.5 1532.26 1534.39 1522.79 1522.66 1543.8 1550.35 1555.61 1577.01 1561.27 1570.9 1566.95 1557.59 1555.39 1561.16 1554.15 1545.52 1546.75 1551.33 1549.97 1552.15 1547.34 1549.19 1545.03 1527.4 1537.36 1536.13 1548.13 1526.6

1523.17 1528.32 1526.36 1524.44 1539.19 1546.03 1546.71 1564.47 1559.67 1554.59 1549.53 1547.96 1550.56 1553.18 1550.94 1541.23 1555.54 1537.5 1532.26 1534.39 1522.79 1522.66 1543.8 1550.35 1555.61 1577.01 1561.27 1570.9 1564.78 1560.08 1555.39 1561.16 1554.15 1545.52 1546.75 1551.33 1549.97 1552.15 1547.34 1549.19 1545.03 1527.4 1537.36 1536.13 1548.13

1528.32 1530.34 1526.36 1541.74 1549.89 1551.87 1564.5 1567.34 1565.72 1555.64 1549.91 1556.04 1557.1 1556.22 1551.11 1559.14 1555.54 1544.84 1539.62 1538.55 1529.42 1543.8 1557.46 1564.3 1577.01 1581.73 1570.9 1575.71 1566.95 1564.67 1561.26 1561.16 1557.1 1550.79 1551.33 1555.28 1552.15 1552.98 1550.74 1551.38 1548.21 1537.36 1542 1549.42 1548.51

1516.34 1516.43 1519.12 1523.65 1535.87 1542.77 1543.76 1559.4 1551.75 1549.15 1543.65 1544.06 1546.75 1546.65 1538.76 1538.46 1535.7 1532.26 1528.54 1522.79 1518.59 1512.42 1542.17 1548.74 1555.59 1559.86 1561.09 1566.92 1557.59 1553.23 1555.25 1551.27 1545.52 1541.96 1538.65 1548.73 1547.78 1545.18 1543.63 1544.75 1527.4 1524.61 1533.67 1536.13 1526.6

-

0.34% -0.13% -0.13% 0.97% 0.44% 0.04% 1.15% -0.31% -0.33% -0.33% -0.10% 0.17% 0.17% -0.14% -0.63% 0.93% -1.16% -0.34% 0.14% -0.76% -0.01% 1.39% 0.42% 0.34% 1.38% -1.00% 0.62% -0.25% -0.60% -0.14% 0.37% -0.45% -0.56% 0.08% 0.30% -0.09% 0.14% -0.31% 0.12% -0.27% -1.14% 0.65% -0.08% 0.78% -1.39%

0.46 -0.77 0.62 0.23 0.23 -0.92 2.63 0.30 0.68 -0.90 0.00 0.15 -0.30 -0.68 -0.68 1.53 -0.08 0.45 1.13 -1.86 2.20 0.30 -1.03 -0.75 1.50 -2.96 2.29 0.75 -1.41 0.15 1.65 0.22 -0.96 0.30 0.07 0.52 0.37 -0.15 -1.47 -0.30 0.15 0.67 -0.15 0.00 0.15

01.08.2018 02.08.2018 03.08.2018 06.08.2018 08.08.2018 09.08.2018 10.08.2018 13.08.2018 14.08.2018 15.08.2018 16.08.2018 17.08.2018 21.08.2018 22.08.2018 23.08.2018 24.08.2018 27.08.2018 28.08.2018 29.08.2018 30.08.2018 31.08.2018 03.09.2018 04.09.2018 05.09.2018 06.09.2018 07.09.2018 10.09.2018 11.09.2018 12.09.2018 13.09.2018 14.09.2018 17.09.2018 18.09.2018 19.09.2018 20.09.2018 21.09.2018 24.09.2018 25.09.2018 26.09.2018 27.09.2018 28.09.2018 01.10.2018 02.10.2018 03.10.2018 04.10.2018

1540.41 1529.17 1531.96 1528.09 1541.73 1532.11 1524.96 1520.03 1523.72 1520.61 1525.29 1528.58 1533.2 1536.09 1534.56 1538.7 1544.32 1548.27 1543.68 1540.61 1542.77 1536.16 1530.34 1508.94 1485.16 1475.9 1471.81 1480.57 1510.38 1501.31 1498.21 1495.4 1509.65 1505.63 1485.86 1482.99 1492.33 1488.6 1487.07 1498.14 1506.07 1512.97 1511.94 1524.86 1517.36

1526.6 1540.41 1529.17 1531.96 1528.09 1541.73 1532.11 1524.96 1520.03 1523.72 1520.61 1525.29 1528.58 1533.2 1536.09 1534.56 1538.7 1544.32 1548.27 1543.68 1540.61 1542.77 1536.16 1530.34 1508.94 1485.16 1475.9 1471.81 1480.57 1510.38 1501.31 1498.21 1495.4 1509.65 1505.63 1485.86 1482.99 1492.33 1488.6 1487.07 1498.14 1506.07 1512.97 1511.94 1524.86

1540.41 1540.41 1541.31 1534.21 1541.73 1541.73 1532.11 1525.43 1526.99 1526.73 1533.79 1530.21 1533.79 1537.5 1536.09 1540.94 1544.81 1549.01 1551.09 1545.95 1542.77 1542.77 1541.54 1530.34 1516.29 1492.84 1478.25 1480.59 1523.28 1514.67 1506.84 1502.44 1509.79 1511.39 1508.67 1493.4 1500.01 1501.92 1497.93 1498.25 1506.54 1522.68 1515.46 1526.32 1525.11

1519.58 1527.77 1528.57 1525.72 1519.79 1522.23 1523.04 1519.75 1519.89 1511.41 1520.22 1522.94 1525.08 1530.72 1529.25 1531.64 1534.56 1543.32 1540.43 1538.79 1532.44 1535.22 1530.34 1508.29 1485.16 1474.12 1470.41 1467.36 1479.47 1497.23 1493.15 1492.96 1495.4 1498.06 1485.86 1482.99 1482.99 1488.6 1482.29 1487.07 1491.56 1506.07 1502.86 1507.13 1510.76

-

0.90% -0.73% 0.18% -0.25% 0.89% -0.62% -0.47% -0.32% 0.24% -0.20% 0.31% 0.22% 0.30% 0.19% -0.10% 0.27% 0.37% 0.26% -0.30% -0.20% 0.14% -0.43% -0.38% -1.40% -1.58% -0.62% -0.28% 0.60% 2.01% -0.60% -0.21% -0.19% 0.95% -0.27% -1.31% -0.19% 0.63% -0.25% -0.10% 0.74% 0.53% 0.46% -0.07% 0.85% -0.49%

0.00 0.59 -1.85 -0.15 1.28 -0.37 0.00 -0.75 0.53 0.15 -0.37 0.07 0.00 0.00 0.30 0.00 -0.52 -0.15 0.75 -0.67 0.23 0.00 -0.60 0.23 -0.30 -1.13 0.38 -0.38 -1.53 0.08 -0.93 -1.95 1.20 -1.73 0.24 -2.00 0.16 -2.20 1.25 -0.33 -0.08 -0.50 0.08 0.33 -0.33

05.10.2018 08.10.2018 09.10.2018 10.10.2018 11.10.2018 12.10.2018 16.10.2018 17.10.2018 18.10.2018 19.10.2018 22.10.2018 23.10.2018 24.10.2018 25.10.2018 26.10.2018 29.10.2018 30.10.2018 31.10.2018 1.11.2018 2.11.2018 6.11.2018 7.11.2018 08.11.2018 09.11.2018 13.11.2018 14.11.2018 15.11.2018 16.11.2018 19.11.2018 20.11.2018 21.11.2018 22.11.2018 23.11.2018 26.11.2018 27.11.2018 28.11.2018 29.11.2018 30.11.2018 3.12.2018 4.12.2018 5.12.2018 6.12.2018 07.12.2018 10.12.2018 11.12.2018

1494.99 1485.16 1497.55 1479.75 1459.97 1462.71 1479.01 1476.33 1461.26 1452.38 1440.38 1433.9 1411.99 1395.49 1397.17 1392.46 1394.92 1392.18 1383.02 1390.97 1401.69 1423.2 1424.96 1419.91 1387.37 1401.51 1426.96 1436.9 1423.09 1389.24 1390.19 1388.3 1370.91 1393.78 1383.27 1385.13 1386.8 1379.24 1405.61 1399.71 1408.41 1390 1382.45 1377.03 1373.35

1517.36 1494.99 1485.16 1497.55 1479.75 1459.97 1462.71 1479.01 1476.33 1461.26 1452.38 1440.38 1433.9 1411.99 1395.49 1397.17 1392.46 1394.92 1392.18 1383.02 1390.97 1401.69 1423.2 1424.96 1419.91 1387.37 1401.51 1426.96 1436.9 1423.09 1389.24 1390.19 1388.3 1370.91 1393.78 1383.27 1385.13 1386.8 1379.24 1405.61 1399.71 1408.41 1390 1382.45 1377.03

1517.36 1497.94 1497.55 1499.75 1479.75 1478.91 1479.01 1482.37 1476.85 1467.45 1454.46 1440.38 1444.91 1416.32 1399.89 1413.89 1396.15 1410.61 1395.47 1399.21 1401.69 1423.63 1428.67 1429.69 1419.91 1402.9 1427.2 1441.73 1436.9 1423.09 1397.72 1390.19 1388.3 1393.9 1395.6 1385.2 1389.11 1388.45 1410.01 1406.46 1408.41 1408.41 1399.02 1382.45 1385.58

1494.9 1485.16 1483.87 1473.28 1454.12 1459.42 1452.44 1464.2 1460.97 1444.42 1440.35 1414.59 1411.76 1395.49 1383.91 1392.46 1386.12 1391.36 1378.78 1378.87 1386.13 1399.11 1416.27 1417.11 1387.23 1387.37 1397.27 1423.62 1417.64 1389.16 1377.26 1378.02 1369.79 1370.91 1380.19 1369.15 1380.54 1372.53 1379.24 1389.12 1390.13 1374.47 1380.43 1371.17 1368.91

-

-1.47% -0.66% 0.83% -1.19% -1.34% 0.19% 1.11% -0.18% -1.02% -0.61% -0.83% -0.45% -1.53% -1.17% 0.12% -0.34% 0.18% -0.20% -0.66% 0.57% 0.77% 1.53% 0.12% -0.35% -2.29% 1.02% 1.82% 0.70% -0.96% -2.38% 0.07% -0.14% -1.25% 1.67% -0.75% 0.13% 0.12% -0.55% 1.91% -0.42% 0.62% -1.31% -0.54% -0.39% -0.27%

0.17 -0.17 0.83 -1.89 -1.43 0.43 0.85 -0.50 0.17 -0.42 -3.30 2.01 -1.29 0.00 -1.30 0.70 -0.70 -1.76 0.45 0.45 0.36 1.77 0.87 0.86 -1.71 0.09 0.87 1.64 0.00 -1.19 0.43 0.00 -1.71 3.04 -0.84 2.13 1.25 0.00 -1.23 -1.25 -0.17 -0.59 -1.79 2.34 0.68

12.12.2018 13.12.2018 14.12.2018 17.12.2018 18.12.2018 19.12.2018 20.12.2018 21.12.2018 24.12.2018 26.12.2018 27.12.2018 28.12.2018 3.1.2019 4.1.2019 08.01.2019 09.01.2019 10.01.2019 11.01.2019 14.01.2019 15.01.2019 16.01.2019 17.01.2019 18.01.2019 21.01.2019 22.01.2019 23.01.2019 24.01.2019 25.01.2019 28.01.2019 29.01.2019 30.01.2019 31.01.2019 01.02.2019 04.02.2019 05.02.2019 06.02.2019 07.02.2019 08.02.2019 11.02.2019 12.02.2019 13.02.2019 14.02.2019 15.02.2019 18.02.2019 19.02.2019

1374.29 1365.35 1359.31 1335.64 1336.14 1332.35 1298.37 1301.86 1301.6 1329.15 1324.99 1325.93 1348.53 1356.75 1368.24 1377.61 1384.07 1388.38 1393.2 1393.09 1391.34 1391.42 1392.95 1398.94 1403.94 1406.52 1416.76 1425.47 1430.18 1437.45 1449.65 1447.01 1462.03 1474.94 1493.39 1488.9 1472.11 1468.77 1468.42 1473.73 1472.57 1476.79 1488.84 1482.69 1477.76

1373.35 1374.29 1365.35 1359.31 1335.64 1336.14 1332.35 1298.37 1301.86 1301.6 1329.15 1324.99 1332.8 1348.53 1356.75 1368.24 1377.61 1384.07 1388.38 1393.2 1393.09 1391.34 1391.42 1392.95 1398.94 1403.94 1406.52 1416.76 1425.47 1430.18 1437.45 1449.65 1447.01 1462.03 1474.94 1493.39 1488.9 1472.11 1468.77 1468.42 1473.73 1472.57 1476.79 1488.84 1482.69

1382.23 1374.52 1365.35 1359.31 1339.14 1343.25 1332.35 1311.55 1306.95 1329.15 1332 1327.02 1350.88 1360.45 1368.24 1381.94 1384.71 1388.38 1393.31 1397.33 1393.5 1394.3 1393.83 1399.72 1403.94 1406.52 1420.33 1427.24 1430.18 1437.81 1449.68 1456.5 1462.03 1474.94 1493.61 1494.76 1488.9 1472.86 1470.48 1480.96 1478.28 1478.29 1488.84 1491.13 1482.69

1368.69 1362.48 1350.89 1335.47 1328.71 1330.36 1297.15 1293.61 1290.9 1294.59 1312.6 1315.81 1325.79 1341.96 1355.74 1363.97 1368.44 1377.6 1381.77 1385 1389.06 1387.48 1389.63 1387.32 1389.72 1397.41 1405.21 1413.8 1417.21 1430.18 1437.45 1445.74 1446.6 1458.02 1472 1479.01 1468.92 1464.52 1464.91 1467.42 1468.37 1468.13 1472.74 1481.51 1470.28

-

0.07% -0.65% -0.44% -1.74% 0.04% -0.28% -2.55% 0.27% -0.02% 2.12% -0.31% 0.07% 1.18% 0.61% 0.85% 0.68% 0.47% 0.31% 0.35% -0.01% -0.13% 0.01% 0.11% 0.43% 0.36% 0.18% 0.73% 0.61% 0.33% 0.51% 0.85% -0.18% 1.04% 0.88% 1.25% -0.30% -1.13% -0.23% -0.02% 0.36% -0.08% 0.29% 0.82% -0.41% -0.33%

-0.42 -0.84 0.85 -0.42 0.85 -0.76 -1.02 -3.34 3.89 1.70 -2.26 0.69 -1.87 1.04 0.86 0.09 -0.60 0.94 0.00 0.93 -0.08 -0.59 0.76 0.17 0.08 0.84 1.08 2.13 2.09 0.31 3.45 0.68 -0.08 0.00 1.81 0.00 -0.07 -0.22 -0.07 -0.45 -0.15 -0.90 0.91 0.00 0.00

20.02.2019 21.02.2019 22.02.2019 25.02.2019 26.02.2019 27.02.2019 28.02.2019 01.03.2019 04.03.2019 05.03.2019 06.03.2019 07.03.2019 08.03.2019 11.03.2019 12.03.2019 13.03.2019 14.03.2019 15.03.2019 18.03.2019 19.03.2019 20.03.2019 21.03.2019 22.03.2019 26.03.2019 27.03.2019 28.03.2019 29.03.2019 01.04.2019 02.04.2019 03.04.2019 04.04.2019 05.04.2019 08.04.2019 09.04.2019 10.04.2019 11.04.2019 12.04.2019 15.04.2019 16.04.2019 17.04.2019 22.04.2019 23.04.2019 24.04.2019 25.04.2019 26.04.2019

1478.64 1478.49 1491.74 1509.88 1519.95 1516.64 1508.27 1515.35 1517 1518.21 1532.06 1517.84 1503.01 1525.79 1533.35 1560.4 1575.11 1579.72 1606.37 1613.71 1628.22 1631.3 1597.19 1607.03 1572.68 1569.91 1587.74 1581.9 1579.51 1590.64 1590.15 1599.83 1616.35 1621.4 1625.21 1611.6 1604.97 1572.75 1581.43 1574.31 1591.18 1595.02 1600.17 1599.81 1597.75

1477.76 1478.64 1478.49 1491.74 1509.88 1519.95 1516.64 1508.27 1515.35 1517 1518.21 1532.06 1517.84 1503.01 1525.79 1533.35 1560.4 1575.11 1579.72 1606.37 1613.71 1628.22 1631.3 1597.19 1607.03 1572.68 1569.91 1587.74 1581.9 1579.51 1590.64 1590.15 1599.83 1616.35 1621.4 1625.21 1611.6 1604.97 1572.75 1581.43 1574.31 1591.18 1595.02 1600.17 1599.81

1487.75 1479.01 1493.7 1511.66 1523.29 1527.94 1520.99 1517.59 1519.14 1522.36 1532.06 1533.17 1517.84 1528.68 1536.32 1560.55 1577.26 1585.46 1606.37 1625.73 1628.22 1634.17 1632.11 1615.28 1610.71 1577.09 1590.59 1595.03 1585.09 1591.92 1592.63 1609.28 1616.35 1621.4 1626.58 1625.21 1613.86 1606.52 1581.43 1581.43 1591.18 1596.8 1600.17 1600.97 1599.81

1476.23 1469.92 1478.49 1490.22 1509.88 1509.78 1508.27 1504.48 1514.97 1515.02 1518.21 1517.7 1499.26 1503.01 1525.79 1533.35 1559.14 1570.16 1575.19 1599.44 1601.25 1620.73 1586.69 1597.19 1571.99 1563.03 1569.91 1581.25 1574.12 1579.51 1584.4 1590.15 1599.03 1607.85 1617.36 1610.44 1601.41 1572.75 1564.61 1564.62 1562.88 1580.2 1583.4 1594.01 1590.03

-

0.06% -0.01% 0.90% 1.22% 0.67% -0.22% -0.55% 0.47% 0.11% 0.08% 0.91% -0.93% -0.98% 1.52% 0.50% 1.76% 0.94% 0.29% 1.69% 0.46% 0.90% 0.19% -2.09% 0.62% -2.14% -0.18% 1.14% -0.37% -0.15% 0.70% -0.03% 0.61% 1.03% 0.31% 0.23% -0.84% -0.41% -2.01% 0.55% -0.45% 1.07% 0.24% 0.32% -0.02% -0.13%

-0.22 0.00 -0.67 -0.60 -0.08 -0.84 0.00 1.76 -1.05 -0.99 2.00 -2.03 -0.54 0.39 0.62 1.23 1.36 1.42 -1.03 0.00 -0.74 -1.12 0.38 -0.08 -2.95 -0.39 0.70 0.08 -0.70 3.43 -1.21 0.00 -0.08 0.23 -0.23 -0.23 -0.38 -0.54 -0.39 -0.16 0.86 0.31 1.38 0.61 0.00

29.04.2019 30.04.2019 02.05.2019 03.05.2019 06.05.2019 07.05.2019 08.05.2019 09.05.2019 10.05.2019 13.05.2019 14.05.2019 15.05.2019 16.05.2019 17.05.2019 20.05.2019 21.05.2019 22.05.2019 23.05.2019 24.05.2019 27.05.2019 28.05.2019 29.05.2019 30.05.2019 31.05.2019 04.06.2019 05.06.2019 06.06.2019 07.06.2019 10.06.2019 11.06.2019 12.06.2019 13.06.2019 14.06.2019 17.06.2019 18.06.2019 19.06.2019 20.06.2019 21.06.2019 25.06.2019 26.06.2019 27.06.2019 28.06.2019 02.07.2019 03.07.2019 04.07.2019

1590.38 1573.64 1562.02 1555.38 1549.16 1535.26 1539.31 1542.57 1550.38 1515.81 1509.11 1501.55 1503.06 1500.05 1482.74 1493.41 1489.43 1472.15 1489.41 1480.01 1463.38 1481.72 1487.06 1487 1497.35 1483.42 1489.99 1509.82 1499.16 1519.97 1513.16 1521.69 1526.36 1518.29 1537.81 1546.24 1554.67 1560.19 1557.86 1549.72 1547.69 1548.98 1543.76 1563.72 1565.96

1597.75 1590.38 1573.64 1562.02 1555.38 1549.16 1535.26 1539.31 1542.57 1550.38 1515.81 1509.11 1501.55 1503.06 1500.05 1482.74 1493.41 1489.43 1472.15 1489.41 1480.01 1463.38 1481.72 1487.06 1487 1497.35 1483.42 1489.99 1509.82 1499.16 1519.97 1513.16 1521.69 1526.36 1518.29 1537.81 1546.24 1554.67 1560.19 1557.86 1549.72 1547.69 1548.98 1543.76 1563.72

1597.75 1592.85 1573.64 1566.52 1555.38 1553.72 1551.43 1548.62 1553.57 1550.73 1523 1519.5 1513.9 1503.97 1501.54 1493.41 1496.55 1489.43 1490.57 1489.81 1480.01 1487.3 1488.78 1487.69 1498.84 1497.35 1490.71 1510.69 1518.54 1519.97 1519.97 1524.52 1527.05 1528.94 1539.95 1551 1562.98 1560.19 1567.36 1562.2 1562.46 1551.53 1551.6 1563.82 1565.96

1588.93 1573.64 1561.73 1555.32 1544.55 1532.59 1535.26 1535.09 1538.02 1515.81 1509.07 1501.55 1498.89 1496.22 1482.74 1478.67 1485.77 1469 1472.15 1472.73 1461.1 1457.26 1481.43 1476.62 1484.28 1483.11 1482.28 1489.99 1499.16 1499.16 1505.96 1513.16 1517.06 1518 1518.29 1537.81 1546.24 1540.67 1557.15 1548.28 1547.69 1545.17 1538.76 1541.53 1559.53

-

-0.46% -1.05% -0.74% -0.43% -0.40% -0.90% 0.26% 0.21% 0.51% -2.23% -0.44% -0.50% 0.10% -0.20% -1.15% 0.72% -0.27% -1.16% 1.17% -0.63% -1.12% 1.25% 0.36% 0.00% 0.70% -0.93% 0.44% 1.33% -0.71% 1.39% -0.45% 0.56% 0.31% -0.53% 1.29% 0.55% 0.55% 0.36% -0.15% -0.52% -0.13% 0.08% -0.34% 1.29% 0.14%

0.30 0.68 0.00 -0.07 -1.57 -0.99 0.38 0.53 0.53 -1.13 0.53 -0.68 0.15 -0.69 -1.62 -1.64 1.35 -1.96 0.16 -0.08 -0.08 0.00 0.40 -0.88 0.56 0.48 1.43 1.57 0.77 0.23 -2.45 -0.08 1.73 -1.70 -0.78 0.71 -1.41 -0.08 0.40 -0.56 0.72 -0.87 -0.16 0.96 0.87

05.07.2019 08.07.2019 09.07.2019 10.07.2019 11.07.2019 12.07.2019 15.07.2019 16.07.2019 17.07.2019 18.07.2019 19.07.2019 22.07.2019 23.07.2019 24.07.2019 25.07.2019 26.07.2019 29.07.2019 30.07.2019 31.07.2019 01.08.2019 02.08.2019 05.08.2019 06.08.2019 08.08.2019 09.08.2019 12.08.2019 13.08.2019 14.08.2019 15.08.2019 16.08.2019 20.08.2019 21.08.2019 22.08.2019 23.08.2019 26.08.2019 27.08.2019 28.08.2019 29.08.2019 30.08.2019 02.09.2019 03.09.2019 04.09.2019 05.09.2019 06.09.2019 09.09.2019

1579.19 1581.08 1588.9 1600.91 1600.5 1605.15 1605.01 1619.62 1607.23 1586.96 1600.39 1594.44 1602.15 1592.71 1595.47 1580.56 1585.26 1568.06 1562.13 1537.58 1543.38 1503 1512.83 1545.44 1537.8 1531.2 1554.59 1515.8 1524.19 1542.81 1548.46 1541.56 1526.96 1505.29 1519.08 1531.51 1536.69 1542.36 1559.52 1560.81 1561.49 1565.89 1567.35 1567.53 1576.75

1565.96 1579.19 1581.08 1588.9 1600.91 1600.5 1605.15 1605.01 1619.62 1607.23 1586.96 1600.39 1594.44 1602.15 1592.71 1595.47 1580.56 1585.26 1568.06 1562.13 1537.58 1543.38 1503 1512.83 1545.44 1537.8 1531.2 1554.59 1515.8 1524.19 1542.81 1548.46 1541.56 1526.96 1505.29 1519.08 1531.51 1536.69 1542.36 1559.52 1560.81 1561.49 1565.89 1567.35 1567.53

1583.81 1586.28 1588.9 1603.58 1604.79 1606.03 1605.89 1619.99 1622.37 1608.71 1600.39 1603.5 1602.66 1602.15 1596.73 1595.66 1585.99 1586.38 1577.21 1566.06 1551.64 1543.38 1530.51 1547.34 1548.77 1538.21 1560.26 1555.35 1525.38 1545.42 1553.18 1559.84 1541.94 1529.32 1527.83 1531.51 1545.97 1548.39 1559.52 1560.81 1563.45 1566.96 1571.97 1570.17 1577.05

1561.83 1576.08 1576.1 1588.9 1594.74 1593.63 1598.36 1605.01 1607.23 1582.47 1583.39 1594.02 1590.79 1591.22 1590.65 1579.69 1575.91 1568.06 1562.13 1535.72 1532.11 1502.95 1503 1512.83 1537.2 1528.05 1530.6 1515.43 1502.28 1524.19 1542.81 1540.91 1524.63 1504.7 1505.29 1517.17 1531.51 1536.69 1542.36 1555.86 1544.82 1557.41 1563.39 1563.93 1567.01

-

0.84% 0.12% 0.49% 0.76% -0.03% 0.29% -0.01% 0.91% -0.76% -1.26% 0.85% -0.37% 0.48% -0.59% 0.17% -0.93% 0.30% -1.08% -0.38% -1.57% 0.38% -2.62% 0.65% 2.16% -0.49% -0.43% 1.53% -2.50% 0.55% 1.22% 0.37% -0.45% -0.95% -1.42% 0.92% 0.82% 0.34% 0.37% 1.11% 0.08% 0.04% 0.28% 0.09% 0.01% 0.59%

1.42 -0.78 0.00 0.39 0.00 0.31 -0.62 1.48 -2.54 0.16 1.50 -1.40 0.31 -0.78 0.24 -0.63 0.71 -0.24 -0.71 -0.48 2.00 -2.35 -1.93 2.62 -0.96 0.40 0.48 -0.40 2.25 0.08 0.94 -0.23 0.31 -1.16 -1.73 2.56 -0.39 -0.63 1.65 -0.08 -0.85 -0.63 0.00 0.24 0.31

10.09.2019 11.09.2019 12.09.2019 13.09.2019 16.09.2019 17.09.2019 18.09.2019 19.09.2019 20.09.2019 23.09.2019 24.09.2019 25.09.2019 26.09.2019 27.09.2019 30.09.2019 01.10.2019 02.10.2019 03.10.2019 04.10.2019 07.10.2019 08.10.2019 09.10.2019 10.10.2019 11.10.2019 15.10.2019 16.10.2019 17.10.2019 18.10.2019 21.10.2019 22.10.2019 23.10.2019 24.10.2019 25.10.2019 28.10.2019 29.10.2019 30.10.2019 31.10.2019 1.11.2019 5.11.2019 6.11.2019 07.11.2019 08.11.2019 12.11.2019 13.11.2019 14.11.2019

1572.81 1585.72 1587.66 1580.6 1600.63 1597.94 1597.36 1594.1 1594.22 1597.15 1591.09 1596.35 1601.43 1584.99 1577.96 1582.42 1574.83 1588.62 1593.05 1596.94 1589.89 1589.31 1583.44 1590.86 1578.89 1579.51 1578.63 1578.61 1597.56 1613.42 1613.32 1616.05 1628.55 1622 1633.28 1633.92 1633.15 1645.88 1665.69 1657.15 1655.73 1636.23 1632.02 1624.26 1613.9

1576.75 1572.81 1585.72 1587.66 1580.6 1600.63 1597.94 1597.36 1594.1 1594.22 1597.15 1591.09 1596.35 1601.43 1584.99 1577.96 1582.42 1574.83 1588.62 1593.05 1596.94 1589.89 1589.31 1583.44 1590.86 1578.89 1579.51 1578.63 1578.61 1597.56 1613.42 1613.32 1616.05 1628.55 1622 1633.28 1633.92 1633.15 1645.88 1665.69 1657.15 1655.73 1636.23 1632.02 1624.26

1580.34 1585.72 1592.67 1589.24 1600.63 1602.21 1598.78 1597.36 1595.65 1598.75 1601.26 1596.65 1602.47 1607.53 1587.47 1586.24 1582.42 1588.62 1593.05 1597.4 1596.94 1593.8 1594.51 1598.02 1595.18 1585.3 1581.67 1582.86 1597.56 1613.42 1613.93 1616.05 1628.85 1637.09 1635.78 1634.83 1633.92 1645.88 1665.69 1666.8 1663.83 1655.73 1644.24 1632.02 1630.39

1570.31 1569.76 1574.69 1575.17 1574.44 1593.14 1585.65 1589.05 1586.47 1590.4 1589.98 1574 1587.71 1583.88 1577.17 1573.64 1570.03 1568.52 1582.41 1590.2 1583.59 1580.77 1582.56 1582.69 1578.74 1578.76 1576.54 1572.35 1574.5 1587.36 1602.64 1606.15 1612.11 1621.96 1611.63 1625.75 1620.64 1629.27 1645.81 1650.25 1648.82 1633.43 1629.79 1614.15 1613.53

-

-0.25% 0.82% 0.12% -0.44% 1.27% -0.17% -0.04% -0.20% 0.01% 0.18% -0.38% 0.33% 0.32% -1.03% -0.44% 0.28% -0.48% 0.88% 0.28% 0.24% -0.44% -0.04% -0.37% 0.47% -0.75% 0.04% -0.06% 0.00% 1.20% 0.99% -0.01% 0.17% 0.77% -0.40% 0.70% 0.04% -0.05% 0.78% 1.20% -0.51% -0.09% -1.18% -0.26% -0.48% -0.64%

-0.78 -0.95 1.35 -0.71 0.40 -0.47 0.47 1.02 1.17 -1.85 -0.63 0.32 0.47 -0.71 0.00 -0.32 0.95 0.71 0.00 -1.09 0.79 -1.09 0.32 -0.24 0.08 0.16 0.00 0.00 0.00 0.39 0.47 0.31 0.78 -1.39 -0.63 1.65 -0.62 0.86 -0.85 0.16 0.00 -1.01 -1.02 -0.48 0.24

15.11.2019 18.11.2019 19.11.2019 20.11.2019 21.11.2019 22.11.2019 25.11.2019 26.11.2019 27.11.2019 28.11.2019 29.11.2019 2.12.2019 3.12.2019 4.12.2019 05.12.2019 06.12.2019 09.12.2019 10.12.2019 11.12.2019 12.12.2019 13.12.2019 16.12.2019 17.12.2019 18.12.2019 19.12.2019 20.12.2019 23.12.2019 24.12.2019 26.12.2019 27.12.2019 30.12.2019 2.1.2020 3.1.2020 07.01.2020 08.01.2020 09.01.2020 10.01.2020 13.01.2020 14.01.2020 15.01.2020 16.01.2020 17.01.2020 20.01.2020 21.01.2020 22.01.2020

1627.25 1622.74 1607.58 1600.49 1599.69 1613.84 1600.81 1597.16 1587.33 1603.54 1611.92 1598.33 1589.9 1612.12 1614.74 1611.67 1605.35 1602.94 1605.32 1618.56 1630.8 1632 1625.01 1635.73 1646.72 1642.86 1665.04 1666.62 1659.89 1661.21 1662.42 1658.77 1676.49 1663.83 1656.96 1653.54 1654.93 1651.93 1653.18 1648.78 1647.8 1656.04 1656.37 1653.48 1650.36

1613.9 1627.25 1622.74 1607.58 1600.49 1599.69 1613.84 1600.81 1596.66 1587.33 1603.54 1611.92 1598.33 1589.9 1612.12 1614.74 1611.67 1605.35 1602.94 1605.32 1618.56 1630.8 1632 1625.01 1635.73 1646.72 1642.86 1665.04 1666.62 1659.89 1661.21 1662.42 1658.77 1676.49 1663.83 1656.96 1653.54 1654.93 1651.93 1653.18 1648.78 1647.8 1656.04 1656.37 1653.48

1627.25 1627.25 1622.74 1610.46 1601.92 1613.99 1613.84 1600.81 1597.92 1603.54 1611.94 1611.92 1598.33 1612.2 1615.36 1619.74 1618.38 1611.91 1605.32 1620.6 1632.27 1634.61 1632 1635.73 1646.91 1646.72 1665.54 1673.36 1669.81 1662.61 1666.23 1662.82 1676.49 1677.6 1666.29 1657.97 1656.44 1654.94 1654.27 1654.19 1650.73 1658.71 1660.49 1657.43 1656.58

1613.9 1611.27 1601.37 1599 1588.21 1597.24 1597.24 1577.06 1572.86 1586.61 1595.38 1590.62 1583.11 1589.9 1608 1610.42 1601.9 1600.95 1600.64 1604.61 1618.56 1623.61 1612.92 1619.35 1628.48 1640.94 1637.88 1657.66 1654.14 1649.5 1652.1 1649.5 1648.49 1662.19 1648.58 1639.3 1647.35 1646.06 1647.08 1646.27 1641.77 1643.95 1651.39 1650.1 1650.01

-

0.83% -0.28% -0.93% -0.44% -0.05% 0.88% -0.81% -0.23% -0.62% 1.02% 0.52% -0.84% -0.53% 1.40% 0.16% -0.19% -0.39% -0.15% 0.15% 0.82% 0.76% 0.07% -0.43% 0.66% 0.67% -0.23% 1.35% 0.09% -0.40% 0.08% 0.07% -0.22% 1.07% -0.76% -0.41% -0.21% 0.08% -0.18% 0.08% -0.27% -0.06% 0.50% 0.02% -0.17% -0.19%

0.64 -0.63 -1.59 1.94 0.08 1.19 1.18 2.33 -1.52 -1.00 0.62 -0.31 -0.54 -1.48 1.58 -0.39 0.00 -0.55 -0.47 0.47 -0.71 -1.03 -0.08 -0.08 0.08 -0.40 0.72 0.88 -0.16 -0.63 1.20 -1.18 0.72 -0.87 -0.16 0.00 0.48 -0.88 0.08 0.48 -0.24 0.72 0.48 -0.16 0.24

23.01.2020 24.01.2020 27.01.2020 28.01.2020 29.01.2020 30.01.2020 31.01.2020 03.02.2020 04.02.2020 05.02.2020 06.02.2020 07.02.2020 10.02.2020 11.02.2020 12.02.2020 13.02.2020 14.02.2020 17.02.2020 18.02.2020 19.02.2020 20.02.2020 21.02.2020 24.02.2020 25.02.2020 26.02.2020 27.02.2020 28.02.2020 02.03.2020 03.03.2020 04.03.2020 05.03.2020 06.03.2020 09.03.2020 10.03.2020 11.03.2020 12.03.2020 16.03.2020 17.03.2020 18.03.2020 19.03.2020 20.03.2020 24.03.2020 25.03.2020 26.03.2020 27.03.2020

1648.18 1647.91 1623.97 1624.66 1633.81 1638.15 1623.83 1625.18 1643.92 1656.3 1653.96 1654.7 1643.17 1645.22 1659.54 1663.07 1664.4 1665.39 1665.36 1676.29 1669.6 1631.45 1622.66 1612.48 1589.74 1556.69 1549.61 1536.48 1512.61 1544.53 1546.66 1502.84 1344.6 1360.21 1295.46 1174.31 997.78 1000.5 894.03 899.75 919.59 923.53 1046.18 1167.04 1147.54

1650.36 1648.18 1647.91 1623.97 1624.66 1633.81 1638.15 1623.83 1625.18 1643.92 1656.3 1653.96 1654.7 1643.17 1645.22 1659.54 1663.07 1664.4 1665.39 1665.36 1676.29 1669.6 1631.45 1622.66 1612.48 1589.74 1556.69 1549.61 1536.48 1512.61 1544.53 1546.66 1502.84 1344.6 1360.21 1295.46 1174.31 997.78 1000.5 894.03 899.75 919.59 923.53 1046.18 1167.04

1651.23 1648.44 1647.91 1629.08 1633.9 1638.43 1639.84 1632.29 1647.8 1659.21 1657.44 1656.43 1657.26 1654 1663.12 1663.07 1665.33 1665.43 1669.58 1677.57 1681.72 1669.64 1633.83 1624.47 1622.95 1591.04 1556.69 1573.56 1556.48 1547.83 1553.6 1546.66 1502.84 1376.99 1360.21 1295.46 1174.31 1016.49 1000.5 916.39 950.94 925.85 1048.67 1167.04 1167.04

1644.88 1642.49 1622.89 1618.54 1624.57 1628.34 1620.83 1620.52 1625.18 1643.92 1646.25 1650.49 1642.35 1641.7 1645.22 1654.03 1657.74 1661.64 1660.25 1665.29 1663.79 1623.34 1601.67 1612.3 1584.44 1533.93 1517.13 1534.68 1512.61 1512.61 1534.22 1499.83 1342.94 1336.58 1287.75 1159.56 997.78 981.4 880.72 886.4 899.75 895.58 923.53 1045.04 1078.04

-

-0.13% -0.02% -1.45% 0.04% 0.56% 0.27% -0.87% 0.08% 1.15% 0.75% -0.14% 0.04% -0.70% 0.12% 0.87% 0.21% 0.08% 0.06% 0.00% 0.66% -0.40% -2.28% -0.54% -0.63% -1.41% -2.08% -0.45% -0.85% -1.55% 2.11% 0.14% -2.83% -10.53% 1.16% -4.76% -9.35% -12.44% 0.27% -10.64% 0.64% 2.21% 0.43% 13.28% 11.55% -1.67%

0.24 -0.63 -1.19 0.32 0.32 -0.48 -0.80 1.21 -0.24 0.00 0.32 1.12 -2.13 0.32 0.72 0.00 0.88 -0.40 -0.40 0.08 -0.08 0.64 0.16 -0.95 -0.32 -5.12 -1.18 4.61 -4.49 1.71 0.76 -1.42 -3.55 0.00 -3.51 -6.82 -7.32 0.00 -10.00 0.00 -0.58 1.76 6.82 6.60 -0.91

30.03.2020 31.03.2020 01.04.2020 02.04.2020 03.04.2020 06.04.2020 07.04.2020 08.04.2020 13.04.2020 14.04.2020 15.04.2020 16.04.2020 17.04.2020 20.04.2020 21.04.2020 22.04.2020 23.04.2020 24.04.2020 27.04.2020 28.04.2020 29.04.2020 30.04.2020 04.05.2020 05.05.2020 06.05.2020 07.05.2020 08.05.2020 11.05.2020 12.05.2020 13.05.2020 14.05.2020 15.05.2020 18.05.2020 19.05.2020 20.05.2020 21.05.2020 22.05.2020

1129.18 1123.85 1063.03 1114.43 1127.55 1160.12 1163.43 1187.13 1193.98 1211.06 1204.01 1202.54 1192.08 1179.6 1131.29 1132.78 1151.78 1122.37 1116.17 1145.34 1145.89 1142.04 1105.43 1099.28 1090.43 1113.37 1110.26 1104.09 1089.29 1055.27 1052.23 1053.75 1082.96 1067.65 1072.29 1066.11 1057.66

1147.54 1129.18 1123.85 1063.03 1114.43 1127.55 1160.12 1163.43 1187.13 1193.98 1211.06 1204.01 1202.54 1192.08 1179.6 1131.29 1132.78 1151.78 1122.37 1116.17 1145.34 1145.89 1142.04 1105.43 1099.28 1090.43 1113.37 1110.26 1104.09 1089.29 1055.27 1052.23 1053.75 1082.96 1067.65 1072.29 1066.11

1147.54 1140.83 1123.85 1114.71 1131.75 1169.96 1199.41 1187.2 1196.66 1221.39 1211.06 1208.76 1202.54 1205.04 1179.6 1147.38 1151.78 1152.17 1133.95 1145.95 1166.03 1149.22 1142.04 1118.07 1101.56 1113.37 1125.17 1112.5 1108.29 1089.29 1055.27 1060.06 1083.03 1083.22 1073.63 1076.28 1066.11

1119.87 1112.84 1057.41 1056.81 1098.62 1127.55 1160.12 1156.15 1176.03 1193.22 1171.1 1184.5 1190.99 1173.44 1120.39 1125.62 1132.26 1121.59 1114.14 1116.17 1145.34 1133.58 1105.43 1098.36 1087.33 1090.43 1108.39 1099.72 1086.46 1046.92 1038.34 1050.73 1053.75 1064.37 1064.9 1066.05 1054.89

-

-1.60% -0.47% -5.41% 4.84% 1.18% 2.89% 0.29% 2.04% 0.58% 1.43% -0.58% -0.12% -0.87% -1.05% -4.10% 0.13% 1.68% -2.55% -0.55% 2.61% 0.05% -0.34% -3.21% -0.56% -0.81% 2.10% -0.28% -0.56% -1.34% -3.12% -0.29% 0.14% 2.77% -1.41% 0.43% -0.58% -0.79%

-2.15 0.00 -2.41 4.40 1.23 0.10 1.52 3.40 2.90 6.95 0.88 -0.09 -0.26 -1.22 0.80 -1.32 6.49 -3.59 0.43 -0.43 -1.65 -2.90 -0.27 -0.91 0.92 1.91 1.34 0.53 -0.18 -3.51 -0.27 1.64 -0.99 0.00 0.09 0.09 -0.09

Nutresa P u n t o

8.00 R² = 0.326139586646427

6.00 4.00 2.00

-15.00%

-10.00%

-5.00%

0.00 0.00% -2.00 -4.00

1

-6.00 -8.00 -10.00 -12.00

Este gráfico no está disponible en su versión de Exc

Si edita esta forma o guarda el libro en un formato d utilizar.

P u n t o 2

Este gráfico no está disponible en su versión de Exc

Si edita esta forma o guarda el libro en un formato d utilizar.

COLCAP

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Nutresa SA

Media 0.0014% Error típico 0.037% Mediana 0.040% Moda 0.040% Desviación están 0.01201915693 Varianza de la m 0.000144460133 Curtosis 46.51864668049 Coeficiente de as -0.83200107396 Rango 0.2572 Mínimo -0.1244 Máximo 0.1328 Suma 0.0149 Cuenta 1070 Nivel de confian 0.000720978315

Media Error típico Mediana Moda Desviación estánd Varianza de la mu Curtosis Coeficiente de asi Rango Mínimo Máximo Suma Cuenta Nivel de confianz

Coeficiente de variabilidad Coef. De variabil 863.1206654648

Coeficiente de variabilidad Coef. De variabili

Nutresa SA

Las acciones de COLCAP y Nutresa SA presentan una relación de carácter positivo, si un aumenta, la otra también lo hacer, tal como se ve en la gráfica.

8.00

26139586646427

6.00

Su Coeficiente de Pearson es de 0.571 por lo cual su relación tiende a ser grande.

4.00 2.00 %

-5.00%

0.00 0.00% -2.00

5.00%

10.00%

15.00%

-4.00 -6.00 -8.00 -10.00 -12.00

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Los histogramas muestran la distribución de frecuencias de las muestras, para el caso de COLCAP, esta se ve muy simétrica por tal razón tiende a ser una distribución normal, si embargo, se puede observar que hay una mayor concentración de datos en la zona derec la gráfica. Por otro lado, el histograma de Nutres muestra un claro sesgo hacia la izquierd distribución no es normal. También es posible observar que para COLCAP, el rango con m frecuencia es el de -0.014% a 0.27%, mientras que para Nutresa SA los datos están entre 0%. Por último, el rango de datos de COLCAP es mucho mayor al de Nutresa, lo que puede implicar que COLCAP tenga una mayor dispersión en los datos.

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Nutresa SA 0.46% 3.55% 0.00% 0.00% 1.16107967829 1.348106019339 12.37413258354 -0.32281234838 16.95 -10 6.95 4.87 1070 0.069648251925

oeficiente de variabilidad 255.1037486182

En cuanto a la estadística descriptiva, las medidas de tendencia central indican que par muestra de COLCAP, la media es menor a la mediana y a la moda, con un sesgo hacia la derecha, como se puede evidenciar en el histograma, mientras que para la muestra de al valor de la media es mayor al de la moda y la media lo que significa que tiene un sesg izquierda, también se puede evidenciar en el histograma. Por otro lado, el error típico d empresa Nutresa tiene un valor muy elevado, lo que significa que tiene una alta variabi comparada con el de COLCAP.

En cuanto a las medidas de dispersión es evidente que la empresa Nutresa tiene valore altos de dispersión, lo cual explica una distribución de datos no homogénea. El coeficie asimetría de ambas muestra es negativo, lo que indica que tiene una asimetría negativa curtosis nos indica que las muestras presentan una forma leptocúrtica, lo que quiere de los datos se concentran principalmente en los rangos centrales y que la distribución tie pico pronunciado.

El coeficiente de variación de Colcap es de 86.312% y el de Nutresa es de 25.510%

Lo que nos muestra que Nutresa es más homogéneo y que Colcap´presenta una mayo dispersión por lo que tiene mayor variabilidad relativa.

ón de carácter positivo, si una áfica.

ón tiende a ser grande.

as muestras, para el caso de na distribución normal, si ón de datos en la zona derecha de claro sesgo hacia la izquierda, la para COLCAP, el rango con mayor esa SA los datos están entre -0.4 y r al de Nutresa, lo que puede s.

encia central indican que para la moda, con un sesgo hacia la tras que para la muestra de Nutres ue significa que tiene un sesgo a la Por otro lado, el error típico de la ca que tiene una alta variabilidad

mpresa Nutresa tiene valores muy s no homogénea. El coeficiente de tiene una asimetría negativa, la eptocúrtica, lo que quiere decir que ales y que la distribución tiene un

e Nutresa es de 25.510%

e Colcap´presenta una mayor

COLCAP

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Media Error típico Mediana Moda Desviación estándar Varianza de la muestra Curtosis Coeficiente de asimetría Rango Mínimo Máximo Suma Cuenta Nivel de confianza(95.0%)

Nutresa SA 0.0014% 0.037% 0.040% 0.040% 0.01201916 0.00014446 46.5186467 -0.83200107 0.2572 -0.1244 0.1328 0.0149 1070 0.00072098

Coeficiente de variabilidad Coef. De variabilidad 863.120665 863.120665

Media Error típico Mediana Moda Desviación estándar Varianza de la muestra Curtosis Coeficiente de asimetría Rango Mínimo Máximo Suma Cuenta Nivel de confianza(95.0%) Coeficiente de variabilidad Coef. De variabilidad

utresa SA 0.46% 3.55% 0.00% 0.00% 1.16107968 1.34810602 12.3741326 -0.32281235 16.95 -10 6.95 4.87 1070 0.06964825

e de variabilidad 255.103749 255.103749

En cuanto a la estadística descriptiva, las medidas de tendencia central indican que para la muestra de COLCAP, la media es menor a la mediana y a la moda, con un sesgo hacia la derecha, como se puede evidenciar en el histograma, mientras que para la muestra de Nutres al valor de la media es mayor al de la moda y la media lo que significa que tiene un sesgo a la izquierda, también se puede evidenciar en el histograma. Por otro lado, el error típico de la empresa Nutresa tiene un valor muy elevado, lo que significa que tiene una alta variabilidad comparada con el de COLCAP. En cuanto a las medidas de dispersión es evidente que la empresa Nutresa tiene valores muy altos de dispersión, lo cual explica una distribución de datos no homogénea. El coeficiente de asimetría de ambas muestra es negativo, lo que indica que tiene una asimetría negativa, la curtosis nos indica que las muestras presentan una forma leptocúrtica, lo que quiere decir que los datos se concentran principalmente en los rangos centrales y que la distribución tiene un pico pronunciado.

El coeficiente de variación de Colcap es de 86.312% y el de Nutresa es de 25.510% Lo que nos muestra que Nutresa es más homogéneo y que Colcap´presenta una mayor dispersión por lo que tiene mayor variabilidad relativa.

ral indican que para la n un sesgo hacia la para la muestra de Nutres a que tiene un sesgo a la do, el error típico de la ne una alta variabilidad

utresa tiene valores muy ogénea. El coeficiente de asimetría negativa, la a, lo que quiere decir que la distribución tiene un

s de 25.510%

esenta una mayor