QUESTION
All that Glitter is Gold Your parents have received a lump sum payment of $1 million from their retirement fund. Being risk-averse individuals, your parents would like to invest at least one third of the money into precious metal such as gold. Their way of buying gold is to buy a physical gold bar from the bank and store it in their cupboard at home. Being a well-read individual, you advise them that those days of keeping physical gold is long gone and the trend now is to purchase ‘paper gold’. You explained to them that the ‘paper gold’ is also known as Gold ETF (exchange traded fund), which is a representation of physical gold that might be in a dematerialised or paper form, which gives an option to invest in gold online. These units are traded in exchange of a single stock of any company. Unlike physical gold, Gold ETF is a lot easier to invest because there is no fear of theft, storage or expenses like those in lockers or gold making charges. There are several Gold ETFs available in the market, with the more well-known ones such as SPDR Gold Shares, iShares Gold Trust and ETS Physical. Over a meal, you had some argument with your parents whom are sceptical about investing in Gold ETF, while you insist confidently that Gold ETF’s performance is the same as physical gold (spot gold), but with all the conveniences. Your sibling, Maryann, whom coincidentally works at a local jewellery shop sided with your parents’ argument and downloaded a set of historical spot gold prices and ETF prices for SPDR Gold Shares, and challenged you to prove that they are the same. The spot price is simply the price at which a commodity could be transacted and delivered on right now.
The historical spot gold prices are provided in the denomination of per ounce basis, while the SPDR Gold Shares prices are in the denomination of per one-tenth ounce basis. Please use the Excel software and the data file “BUS105e_GBA_Data.xlsx” to answer the following questions.
Question 1
Identify and describe the appropriate measures of location and dispersion. Interpret your preliminary observations to your parents, bearing in mind that they have not completed any formal education. Present the relevant information concisely and clearly for discussion.
Question 2
(a) State the 95% confidence intervals of the Spot Gold and SPDR Gold ETF price, separately. From the interval, discuss whether your claim that Gold ETF’s performance is the same as physical gold (Spot Gold) is justified.
(b) Discuss whether your conclusion from the question (a) above will change if you use a 99.99% confidence interval. What will your conclusion (at the 99.99% confidence level) be if the number of data for each set is a quarter of the original data set? Explain your findings.
(c) How reliable is the verdict on your claim in 2(a)?
Question 3
You have decided to use the classical hypothesis testing approach to test Maryann’s claim that the prices for SPDR Gold ETF and Spot Gold differs. You should include the following: (a) State the null and alternative hypotheses and explain how you develop these two (2) hypotheses.
(b) Execute the hypothesis testing with α = 0.01 using Excel. Present and list the test statistic you use for this test. Explain your decision criteria and inform the outcome to your parents.
(c) Discuss the assumptions you have made in performing the hypothesis test? Are these assumptions reasonable for this case? Please provide explanation(s) to substantiate your view.
“BUS105e_GBA_Data.xlsx”
| Date | SPDR_GOLD_ETF_0.1Ounce | GOLD_PRICE_1_Ounce |
| 6/24/2013 | 123.930 | 1286.75 |
| 6/25/2013 | 123.470 | 1279 |
| 6/26/2013 | 118.280 | 1236.25 |
| 6/27/2013 | 115.940 | 1232.75 |
| 6/28/2013 | 119.110 | 1192 |
| 7/1/2013 | 121.130 | 1242.75 |
| 7/2/2013 | 120.050 | 1252.5 |
| 7/3/2013 | 120.740 | 1250 |
| 7/5/2013 | 118.090 | 1212.75 |
| 7/8/2013 | 119.510 | 1235.25 |
| 7/9/2013 | 120.620 | 1255.5 |
| 7/10/2013 | 120.950 | 1256 |
| 7/11/2013 | 124.240 | 1285 |
| 7/12/2013 | 124.130 | 1279.75 |
| 7/15/2013 | 124.180 | 1284.75 |
| 7/16/2013 | 124.890 | 1291.5 |
| 7/17/2013 | 129.725 | 1297.25 |
| 7/18/2013 | 128.325 | 1283.25 |
| 7/19/2013 | 129.575 | 1295.75 |
| 7/22/2013 | 132.700 | 1327 |
| 7/23/2013 | 133.350 | 1333.5 |
| 7/24/2013 | 133.500 | 1335 |
| 7/25/2013 | 132.600 | 1326 |
| 7/26/2013 | 133.100 | 1331 |
| 7/29/2013 | 132.975 | 1329.75 |
| 7/30/2013 | 132.415 | 1324.15 |
| 7/31/2013 | 131.450 | 1314.5 |
| 8/1/2013 | 131.500 | 1315 |
| 8/2/2013 | 130.925 | 1309.25 |
| 8/5/2013 | 125.700 | 1304.75 |
| 8/6/2013 | 123.970 | 1280.5 |
| 8/7/2013 | 124.150 | 1282.5 |
| 8/8/2013 | 126.860 | 1298.25 |
| 8/9/2013 | 126.860 | 1309 |
| 8/12/2013 | 129.130 | 1341 |
| 8/13/2013 | 127.740 | 1328.5 |
| 8/14/2013 | 129.000 | 1326.5 |
| 8/15/2013 | 131.690 | 1329.75 |
| 8/16/2013 | 132.580 | 1369.25 |
| 8/19/2013 | 132.010 | 1365 |
| 8/20/2013 | 132.450 | 1372.5 |
| 8/21/2013 | 132.070 | 1363 |
| 8/22/2013 | 132.810 | 1375.5 |
| 8/23/2013 | 134.900 | 1377.5 |
| 8/26/2013 | 135.450 | 1377.5 |
| 8/27/2013 | 136.750 | 1419.25 |
| 8/28/2013 | 136.710 | 1419.5 |
| 8/29/2013 | 135.870 | 1407.75 |
| 8/30/2013 | 134.620 | 1394.75 |
| 9/3/2013 | 136.420 | 1399.5 |
| 9/4/2013 | 134.660 | 1390 |
| 9/5/2013 | 132.200 | 1385 |
| 9/6/2013 | 134.150 | 1387 |
| 9/9/2013 | 133.910 | 1390 |
| 9/10/2013 | 131.740 | 1358.25 |
| 9/11/2013 | 131.700 | 1363.75 |
| 9/12/2013 | 127.670 | 1328 |
| 9/13/2013 | 127.820 | 1318.5 |
| 9/16/2013 | 126.450 | 1324 |
| 9/17/2013 | 126.500 | 1312.25 |
| 9/18/2013 | 132.010 | 1301 |
| 9/19/2013 | 131.750 | 1365.5 |
| 9/20/2013 | 127.960 | 1349.25 |
| 9/23/2013 | 127.550 | 1323 |
| 9/24/2013 | 127.660 | 1314.25 |
| 9/25/2013 | 128.790 | 1322.75 |
| 9/26/2013 | 127.790 | 1333 |
| 9/27/2013 | 128.970 | 1341 |
| 9/30/2013 | 132.650 | 1281.79993 |
| 10/1/2013 | 129.075 | 1245.89996 |
| 10/2/2013 | 130.625 | 1270.59998 |
| 10/3/2013 | 131.600 | 1271.8 |
| 10/4/2013 | 130.975 | 1265.29999 |
| 10/7/2013 | 132.350 | 1276.39999 |
| 10/8/2013 | 132.950 | 1274.00002 |
| 10/9/2013 | 130.400 | 1261.10001 |
| 10/10/2013 | 129.850 | 1242.69997 |
| 10/11/2013 | 126.550 | 1225.99998 |
| 10/14/2013 | 128.550 | 1228.30002 |
| 10/15/2013 | 123.730 | 1270.5 |
| 10/16/2013 | 123.540 | 1273.5 |
| 10/17/2013 | 127.420 | 1319.25 |
| 10/18/2013 | 126.850 | 1316.5 |
| 10/21/2013 | 126.980 | 1317.5 |
| 10/22/2013 | 129.340 | 1333 |
| 10/23/2013 | 128.690 | 1331.25 |
| 10/24/2013 | 129.900 | 1344.75 |
| 10/25/2013 | 130.460 | 1347.75 |
| 10/28/2013 | 130.560 | 1361 |
| 10/29/2013 | 129.770 | 1349.25 |
| 10/30/2013 | 129.600 | 1354.75 |
| 10/31/2013 | 127.740 | 1324 |
| 11/1/2013 | 126.950 | 1306.75 |
| 11/4/2013 | 126.810 | 1320.5 |
| 11/5/2013 | 126.560 | 1307.25 |
| 11/6/2013 | 127.200 | 1319 |
| 11/7/2013 | 126.160 | 1307.25 |
| 11/8/2013 | 124.280 | 1285.5 |
| 11/11/2013 | 123.870 | 1282.5 |
| 11/12/2013 | 122.450 | 1281.25 |
| 11/13/2013 | 122.850 | 1272.5 |
| 11/14/2013 | 124.270 | 1286 |
| 11/15/2013 | 124.320 | 1287.25 |
| 11/18/2013 | 122.900 | 1283.5 |
| 11/19/2013 | 122.950 | 1275.75 |
| 11/20/2013 | 120.120 | 1257 |
| 11/21/2013 | 119.940 | 1240 |
| 11/22/2013 | 119.920 | 1246.25 |
| 11/25/2013 | 120.460 | 1243 |
| 11/26/2013 | 119.820 | 1247.5 |
| 11/27/2013 | 119.460 | 1245 |
| 11/29/2013 | 120.700 | 1253 |
| 12/2/2013 | 117.580 | 1229.5 |
| 12/3/2013 | 117.960 | 1217.25 |
| 12/4/2013 | 119.960 | 1227.5 |
| 12/5/2013 | 118.300 | 1222.5 |
| 12/6/2013 | 118.550 | 1233 |
| 12/9/2013 | 119.720 | 1237 |
| 12/10/2013 | 121.820 | 1266.25 |
| 12/11/2013 | 120.860 | 1260.75 |
| 12/12/2013 | 118.290 | 1225.25 |
| 12/13/2013 | 119.380 | 1232 |
| 12/16/2013 | 119.690 | 1234.75 |
| 12/17/2013 | 118.650 | 1231.75 |
| 12/18/2013 | 117.610 | 1230.5 |
| 12/19/2013 | 114.820 | 1196 |
| 12/20/2013 | 115.940 | 1195.25 |
| 12/23/2013 | 115.570 | 1199 |
| 12/24/2013 | 116.100 | 1199 |
| 12/26/2013 | 116.740 | 1199 |
| 12/27/2013 | 117.120 | 1214.5 |
| 12/30/2013 | 115.390 | 1204.5 |
| 12/31/2013 | 116.120 | 1204.5 |
| 1/2/2014 | 118.000 | 1225 |
| 1/3/2014 | 119.290 | 1234.5 |
| 1/6/2014 | 119.500 | 1246.25 |
| 1/7/2014 | 118.820 | 1227.5 |
| 1/8/2014 | 118.120 | 1221 |
| 1/9/2014 | 118.460 | 1226 |
| 1/10/2014 | 120.260 | 1244.25 |
| 1/13/2014 | 121.020 | 1248 |
| 1/14/2014 | 119.890 | 1251.5 |
| 1/15/2014 | 119.660 | 1236 |
| 1/16/2014 | 119.790 | 1241.5 |
| 1/17/2014 | 120.930 | 1250 |
| 1/21/2014 | 119.700 | 1238 |
| 1/22/2014 | 119.190 | 1241 |
| 1/23/2014 | 121.790 | 1263 |
| 1/24/2014 | 122.290 | 1267 |
| 1/27/2014 | 120.960 | 1260.5 |
| 1/28/2014 | 120.950 | 1251.25 |
| 1/29/2014 | 122.470 | 1264 |
| 1/30/2014 | 119.770 | 1242.5 |
| 1/31/2014 | 120.090 | 1251 |
| 2/3/2014 | 121.320 | 1262 |
| 2/4/2014 | 120.990 | 1250.25 |
| 2/5/2014 | 121.290 | 1254.5 |
| 2/6/2014 | 121.240 | 1256.5 |
| 2/7/2014 | 122.170 | 1259.25 |
| 2/10/2014 | 122.920 | 1277 |
| 2/11/2014 | 124.360 | 1282 |
| 2/12/2014 | 124.430 | 1289.5 |
| 2/13/2014 | 125.490 | 1296 |
| 2/14/2014 | 127.150 | 1320 |
| 2/18/2014 | 127.400 | 1320.75 |
| 2/19/2014 | 126.270 | 1320.5 |
| 2/20/2014 | 131.625 | 1275.99998 |
| 2/21/2014 | 132.325 | 1275.80002 |
| 2/24/2014 | 133.475 | 1289.90005 |
| 2/25/2014 | 133.900 | 1292.10007 |
| 2/26/2014 | 133.175 | 1281.10001 |
| 2/27/2014 | 133.225 | 1281.99997 |
| 2/28/2014 | 132.650 | 1276.20003 |
| 3/3/2014 | 134.950 | 1302.89993 |
| 3/4/2014 | 133.475 | 1286.79993 |
| 3/5/2014 | 133.700 | 1288.89999 |
| 3/6/2014 | 130.170 | 1345.25 |
| 3/7/2014 | 129.090 | 1335.25 |
| 3/10/2014 | 129.130 | 1344 |
| 3/11/2014 | 129.860 | 1346.25 |
| 3/12/2014 | 131.760 | 1366 |
| 3/13/2014 | 132.210 | 1368.75 |
| 3/14/2014 | 133.100 | 1385 |
| 3/17/2014 | 131.640 | 1378.5 |
| 3/18/2014 | 130.620 | 1355.75 |
| 3/19/2014 | 128.090 | 1338 |
| 3/20/2014 | 127.860 | 1327 |
| 3/21/2014 | 128.470 | 1336 |
| 3/24/2014 | 126.180 | 1310.75 |
| 3/25/2014 | 126.410 | 1313.5 |
| 3/26/2014 | 125.410 | 1304 |
| 3/27/2014 | 124.590 | 1296 |
| 3/28/2014 | 124.560 | 1294.75 |
| 3/31/2014 | 123.610 | 1291.75 |
| 4/1/2014 | 123.390 | 1283.75 |
| 4/2/2014 | 124.320 | 1292 |
| 4/3/2014 | 123.920 | 1284 |
| 4/4/2014 | 125.570 | 1297.25 |
| 4/7/2014 | 124.910 | 1299 |
| 4/8/2014 | 126.090 | 1309.5 |
| 4/9/2014 | 126.320 | 1301.75 |
| 4/10/2014 | 127.010 | 1320.5 |
| 4/11/2014 | 126.930 | 1318 |
| 4/14/2014 | 127.850 | 1325.75 |
| 4/15/2014 | 125.490 | 1298 |
| 4/16/2014 | 125.540 | 1301.5 |
| 4/17/2014 | 124.750 | 1299 |
| 4/21/2014 | 124.240 | 1299 |
| 4/22/2014 | 123.780 | 1286.75 |
| 4/23/2014 | 123.760 | 1285.25 |
| 4/24/2014 | 124.560 | 1291.5 |
| 4/25/2014 | 125.430 | 1301.25 |
| 4/28/2014 | 124.880 | 1299 |
| 4/29/2014 | 124.860 | 1297.75 |
| 4/30/2014 | 124.220 | 1288.5 |
| 5/1/2014 | 123.800 | 1278.5 |
| 5/2/2014 | 125.060 | 1281.25 |
| 5/5/2014 | 126.220 | 1281.25 |
| 5/6/2014 | 125.980 | 1306.25 |
| 5/7/2014 | 124.170 | 1296 |
| 5/8/2014 | 124.170 | 1287 |
| 5/9/2014 | 124.100 | 1291.25 |
| 5/12/2014 | 124.940 | 1298.75 |
| 5/13/2014 | 124.600 | 1296.5 |
| 5/14/2014 | 125.810 | 1305.25 |
| 5/15/2014 | 124.770 | 1299 |
| 5/16/2014 | 124.500 | 1291.5 |
| 5/19/2014 | 124.580 | 1302 |
| 5/20/2014 | 124.690 | 1295.5 |
| 5/21/2014 | 124.390 | 1287.25 |
| 5/22/2014 | 124.670 | 1298.5 |
| 5/23/2014 | 124.510 | 1291.5 |
| 5/27/2014 | 121.850 | 1275.5 |
| 5/28/2014 | 121.200 | 1263.5 |
| 5/29/2014 | 120.940 | 1255 |
| 5/30/2014 | 120.430 | 1250.5 |
| 6/2/2014 | 119.700 | 1247.25 |
| 6/3/2014 | 120.010 | 1242.75 |
| 6/4/2014 | 119.760 | 1245.25 |
| 6/5/2014 | 120.660 | 1252.5 |
| 6/6/2014 | 120.610 | 1247.5 |
| 6/9/2014 | 120.650 | 1253.5 |
| 6/10/2014 | 121.390 | 1259.5 |
| 6/11/2014 | 121.410 | 1262 |
| 6/12/2014 | 122.640 | 1265.75 |
| 6/13/2014 | 122.960 | 1273 |
| 6/16/2014 | 122.420 | 1276.25 |
| 6/17/2014 | 122.280 | 1267.5 |
| 6/18/2014 | 122.670 | 1269.75 |
| 6/19/2014 | 126.940 | 1293 |
| 6/20/2014 | 126.500 | 1312.5 |
| 6/23/2014 | 126.850 | 1313.5 |
| 6/24/2014 | 126.980 | 1318.5 |
| 6/25/2014 | 126.990 | 1316.75 |
| 6/26/2014 | 126.730 | 1311.75 |
| 6/27/2014 | 126.660 | 1317.5 |
| 6/30/2014 | 128.040 | 1315 |
| 7/1/2014 | 127.700 | 1327.5 |
| 7/2/2014 | 127.700 | 1326.5 |
| 7/3/2014 | 127.160 | 1317.5 |
| 7/7/2014 | 127.020 | 1313 |
| 7/8/2014 | 127.070 | 1323 |
| 7/9/2014 | 127.840 | 1322.75 |
| 7/10/2014 | 128.540 | 1340.25 |
| 7/11/2014 | 128.780 | 1335 |
| 7/14/2014 | 125.720 | 1306 |
| 7/15/2014 | 124.530 | 1310 |
| 7/16/2014 | 124.970 | 1301 |
| 7/17/2014 | 127.090 | 1302.5 |
| 7/18/2014 | 126.130 | 1307.25 |
| 7/21/2014 | 126.340 | 1311.5 |
| 7/22/2014 | 125.740 | 1310.25 |
| 7/23/2014 | 125.620 | 1308 |
| 7/24/2014 | 124.350 | 1292.75 |
| 7/25/2014 | 125.790 | 1294.75 |
| 7/28/2014 | 125.580 | 1304.5 |
| 7/29/2014 | 125.200 | 1299.25 |
| 7/30/2014 | 124.830 | 1294.5 |
| 7/31/2014 | 123.390 | 1285.25 |
| 8/1/2014 | 124.380 | 1291.25 |
| 8/4/2014 | 123.990 | 1290.5 |
| 8/5/2014 | 123.870 | 1284.75 |
| 8/6/2014 | 125.670 | 1306.5 |
| 8/7/2014 | 126.180 | 1305.25 |
| 8/8/2014 | 126.190 | 1309.75 |
| 8/11/2014 | 125.960 | 1307.25 |
| 8/12/2014 | 125.990 | 1315.75 |
| 8/13/2014 | 126.200 | 1312 |
| 8/14/2014 | 126.310 | 1313.5 |
| 8/15/2014 | 125.480 | 1296 |
| 8/18/2014 | 124.960 | 1296.75 |
| 8/19/2014 | 124.680 | 1296.5 |
| 8/20/2014 | 124.220 | 1295 |
| 8/21/2014 | 122.880 | 1275.25 |
| 8/22/2014 | 123.190 | 1277.25 |
| 8/25/2014 | 122.740 | 1277.25 |
| 8/26/2014 | 123.350 | 1286 |
| 8/27/2014 | 123.320 | 1282.75 |
| 8/28/2014 | 124.000 | 1292 |
| 8/29/2014 | 123.860 | 1285.75 |
| 9/2/2014 | 121.650 | 1267 |
| 9/3/2014 | 122.150 | 1265.5 |
| 9/4/2014 | 121.480 | 1271.5 |
| 9/5/2014 | 122.060 | 1266 |
| 9/8/2014 | 120.730 | 1259 |
| 9/9/2014 | 120.870 | 1255.75 |
| 9/10/2014 | 120.260 | 1251 |
| 9/11/2014 | 119.470 | 1241.25 |
| 9/12/2014 | 118.380 | 1231.5 |
| 9/15/2014 | 118.640 | 1234.25 |
| 9/16/2014 | 118.830 | 1232.25 |
| 9/17/2014 | 117.540 | 1236 |
| 9/18/2014 | 117.780 | 1220.5 |
| 9/19/2014 | 117.090 | 1219.75 |
| 9/22/2014 | 116.850 | 1213.5 |
| 9/23/2014 | 117.600 | 1222 |
| 9/24/2014 | 117.050 | 1217.25 |
| 9/25/2014 | 117.390 | 1213.75 |
| 9/26/2014 | 117.060 | 1213.75 |
| 9/29/2014 | 117.030 | 1219.5 |
| 9/30/2014 | 116.210 | 1216.5 |
| 10/1/2014 | 116.770 | 1216.5 |
| 10/2/2014 | 116.740 | 1211.75 |
| 10/3/2014 | 114.610 | 1195 |
| 10/6/2014 | 116.030 | 1195.75 |
| 10/7/2014 | 116.360 | 1210.5 |
| 10/8/2014 | 117.470 | 1217 |
| 10/9/2014 | 117.640 | 1226.75 |
| 10/10/2014 | 117.590 | 1219 |
| 10/13/2014 | 118.520 | 1229 |
| 10/14/2014 | 118.590 | 1234.75 |
| 10/15/2014 | 123.750 | 1237.5 |
| 10/16/2014 | 123.775 | 1237.75 |
| 10/17/2014 | 123.425 | 1234.25 |
| 10/20/2014 | 124.450 | 1244.5 |
| 10/21/2014 | 125.025 | 1250.25 |
| 10/22/2014 | 124.375 | 1243.75 |
| 10/23/2014 | 123.275 | 1232.75 |
| 10/24/2014 | 123.275 | 1232.75 |
| 10/27/2014 | 122.875 | 1228.75 |
| 10/28/2014 | 118.100 | 1229.25 |
| 10/29/2014 | 116.410 | 1223.5 |
| 10/30/2014 | 115.190 | 1202 |
| 10/31/2014 | 112.660 | 1164.25 |
| 11/3/2014 | 112.150 | 1167.75 |
| 11/4/2014 | 112.220 | 1166.5 |
| 11/5/2014 | 109.790 | 1142 |
| 11/6/2014 | 109.880 | 1145 |
| 11/7/2014 | 112.970 | 1154.5 |
| 11/10/2014 | 110.460 | 1162 |
| 11/11/2014 | 112.040 | 1156.5 |
| 11/12/2014 | 111.500 | 1164.5 |
| 11/13/2014 | 111.670 | 1161.75 |
| 11/14/2014 | 114.470 | 1169 |
| 11/17/2014 | 114.050 | 1182.5 |
| 11/18/2014 | 115.050 | 1192.75 |
| 11/19/2014 | 113.680 | 1196 |
| 11/20/2014 | 114.860 | 1190 |
| 11/21/2014 | 115.390 | 1203.75 |
| 11/24/2014 | 115.110 | 1197.5 |
| 11/25/2014 | 115.380 | 1199 |
| 11/26/2014 | 115.160 | 1197.5 |
| 11/28/2014 | 112.110 | 1182.75 |
| 12/1/2014 | 116.580 | 1194 |
| 12/2/2014 | 115.140 | 1195 |
| 12/3/2014 | 116.330 | 1204.75 |
| 12/4/2014 | 115.880 | 1209 |
| 12/5/2014 | 114.430 | 1194 |
| 12/8/2014 | 115.780 | 1193 |
| 12/9/2014 | 118.190 | 1227 |
| 12/10/2014 | 122.900 | 1179.59999 |
| 12/11/2014 | 121.625 | 1176.90002 |
| 12/12/2014 | 121.700 | 1174.10004 |
| 12/15/2014 | 120.925 | 1143.89999 |
| 12/16/2014 | 120.250 | 1149.49997 |
| 12/17/2014 | 119.575 | 1142.69997 |
| 12/18/2014 | 119.900 | 1151.50002 |
| 12/19/2014 | 119.550 | 1147.69997 |
| 12/22/2014 | 119.525 | 1125.50003 |
| 12/23/2014 | 117.575 | 1127.39998 |
| 12/24/2014 | 117.575 | 1127.69997 |
| 12/26/2014 | 117.575 | 1148.30002 |
| 12/29/2014 | 118.550 | 1136.69998 |
| 12/30/2014 | 120.600 | 1151.99997 |
| 12/31/2014 | 120.600 | 1135.80002 |
| 1/2/2015 | 117.200 | 1140.80002 |
| 1/5/2015 | 120.000 | 1158.00003 |
| 1/6/2015 | 121.025 | 1171.20003 |
| 1/7/2015 | 121.050 | 1164.3 |
| 1/8/2015 | 121.550 | 1159.40002 |
| 1/9/2015 | 121.775 | 1172.60002 |
| 1/12/2015 | 122.650 | 1185.59998 |
| 1/13/2015 | 123.150 | 1181.60004 |
| 1/14/2015 | 123.500 | 1179.70001 |
| 1/15/2015 | 125.900 | 1209.40002 |
| 1/16/2015 | 127.750 | 1225.19997 |
| 1/20/2015 | 128.875 | 1241.99997 |
| 1/21/2015 | 129.350 | 1242.30003 |
| 1/22/2015 | 129.575 | 1252.30003 |
| 1/23/2015 | 129.475 | 1242.30003 |
| 1/26/2015 | 122.990 | 1281.25 |
| 1/27/2015 | 124.400 | 1288.5 |
| 1/28/2015 | 123.420 | 1288 |
| 1/29/2015 | 120.760 | 1268.75 |
| 1/30/2015 | 123.450 | 1260.25 |
| 2/2/2015 | 122.420 | 1272.5 |
| 2/3/2015 | 121.050 | 1264.25 |
| 2/4/2015 | 121.580 | 1268.5 |
| 2/5/2015 | 121.790 | 1259.25 |
| 2/6/2015 | 118.640 | 1241 |
| 2/9/2015 | 119.170 | 1238.5 |
| 2/10/2015 | 118.470 | 1234.5 |
| 2/11/2015 | 117.070 | 1223.75 |
| 2/12/2015 | 117.340 | 1222.5 |
| 2/13/2015 | 117.980 | 1232.5 |
| 2/17/2015 | 116.010 | 1209.5 |
| 2/18/2015 | 116.340 | 1206 |
| 2/19/2015 | 115.940 | 1209.5 |
| 2/20/2015 | 115.280 | 1208.25 |
| 2/23/2015 | 115.430 | 1204.5 |
| 2/24/2015 | 115.260 | 1192.5 |
| 2/25/2015 | 115.700 | 1204.75 |
| 2/26/2015 | 116.070 | 1208.25 |
| 2/27/2015 | 116.160 | 1214 |
| 3/2/2015 | 115.680 | 1212.5 |
| 3/3/2015 | 115.470 | 1212.75 |
| 3/4/2015 | 115.110 | 1199.5 |
| 3/5/2015 | 115.000 | 1202 |
| 3/6/2015 | 111.860 | 1175.75 |
| 3/9/2015 | 111.970 | 1168.5 |
| 3/10/2015 | 111.420 | 1162 |
| 3/11/2015 | 110.750 | 1150 |
| 3/12/2015 | 110.720 | 1152.25 |
| 3/13/2015 | 110.880 | 1152 |
| 3/16/2015 | 110.810 | 1150.75 |
| 3/17/2015 | 110.210 | 1150.75 |
| 3/18/2015 | 112.370 | 1147.25 |
| 3/19/2015 | 112.290 | 1166 |
| 3/20/2015 | 113.570 | 1183.1 |
| 3/23/2015 | 114.290 | 1186.25 |
| 3/24/2015 | 114.570 | 1191.5 |
| 3/25/2015 | 114.730 | 1195.6 |
| 3/26/2015 | 115.480 | 1203.15 |
| 3/27/2015 | 115.060 | 1195.75 |
| 3/30/2015 | 113.750 | 1185.5 |
| 3/31/2015 | 113.660 | 1187 |
| 4/1/2015 | 115.600 | 1197 |
| 4/2/2015 | 115.280 | 1198.5 |
| 4/6/2015 | 116.690 | 1198.5 |
| 4/7/2015 | 116.110 | 1211 |
| 4/8/2015 | 115.470 | 1207.25 |
| 4/9/2015 | 114.670 | 1194.8 |
| 4/10/2015 | 115.970 | 1207.35 |
| 4/13/2015 | 115.140 | 1198.9 |
| 4/14/2015 | 114.440 | 1194.75 |
| 4/15/2015 | 115.430 | 1192.9 |
| 4/16/2015 | 115.030 | 1204.35 |
| 4/17/2015 | 115.600 | 1203.35 |
| 4/20/2015 | 114.720 | 1196.5 |
| 4/21/2015 | 115.380 | 1195.3 |
| 4/22/2015 | 113.830 | 1189.25 |
| 4/23/2015 | 114.660 | 1185.75 |
| 4/24/2015 | 113.050 | 1183 |
| 4/27/2015 | 115.330 | 1200 |
| 4/28/2015 | 116.330 | 1209 |
| 4/29/2015 | 115.510 | 1209 |
| 4/30/2015 | 113.470 | 1180.25 |
| 5/1/2015 | 113.080 | 1175.95 |
| 5/4/2015 | 114.100 | 1175.95 |
| 5/5/2015 | 114.420 | 1197 |
| 5/6/2015 | 114.360 | 1194.25 |
| 5/7/2015 | 113.420 | 1187 |
| 5/8/2015 | 113.970 | 1186 |
| 5/11/2015 | 113.530 | 1189.25 |
| 5/12/2015 | 114.500 | 1191.5 |
| 5/13/2015 | 116.550 | 1210.5 |
| 5/14/2015 | 117.180 | 1225 |
| 5/15/2015 | 117.530 | 1220.5 |
| 5/18/2015 | 117.520 | 1223.5 |
| 5/19/2015 | 115.890 | 1214.3 |
| 5/20/2015 | 116.080 | 1210.5 |
| 5/21/2015 | 115.690 | 1205 |
| 5/22/2015 | 115.600 | 1204.1 |
| 5/26/2015 | 113.910 | 1185.4 |
| 5/27/2015 | 113.890 | 1185.85 |
| 5/28/2015 | 114.020 | 1185 |
| 5/29/2015 | 114.100 | 1191.4 |
| 6/1/2015 | 114.000 | 1199.9 |
| 6/2/2015 | 114.460 | 1192.8 |
| 6/3/2015 | 113.640 | 1190 |
| 6/4/2015 | 112.840 | 1176 |
| 6/5/2015 | 112.240 | 1164.6 |
| 6/8/2015 | 112.570 | 1172.8 |
| 6/9/2015 | 112.820 | 1177.4 |
| 6/10/2015 | 113.780 | 1188.5 |
| 6/11/2015 | 113.260 | 1178.5 |
| 6/12/2015 | 113.230 | 1182.8 |
| 6/15/2015 | 113.730 | 1181.4 |
| 6/16/2015 | 113.320 | 1177.75 |
| 6/17/2015 | 113.850 | 1178 |
| 6/18/2015 | 115.320 | 1201.85 |
| 6/19/2015 | 115.120 | 1203.4 |
| 6/22/2015 | 113.640 | 1185.5 |
| 6/23/2015 | 112.890 | 1178 |
| 6/24/2015 | 112.590 | 1173.75 |
| 6/25/2015 | 112.440 | 1172.65 |
| 6/26/2015 | 112.560 | 1170.5 |
| 6/29/2015 | 113.070 | 1176 |
| 6/30/2015 | 112.370 | 1171 |
| 7/1/2015 | 111.980 | 1168 |
| 7/2/2015 | 111.760 | 1165.25 |
| 7/6/2015 | 112.060 | 1166 |
| 7/7/2015 | 110.760 | 1156.25 |
| 7/8/2015 | 111.090 | 1158.5 |
| 7/9/2015 | 111.360 | 1164.25 |
| 7/10/2015 | 111.490 | 1159.3 |
| 7/13/2015 | 110.990 | 1154 |
| 7/14/2015 | 110.740 | 1157.4 |
| 7/15/2015 | 110.160 | 1147.4 |
| 7/16/2015 | 109.760 | 1144.4 |
| 7/17/2015 | 108.650 | 1132.8 |
| 7/20/2015 | 105.700 | 1104.6 |
| 7/21/2015 | 105.370 | 1105.6 |
| 7/22/2015 | 104.800 | 1088.6 |
| 7/23/2015 | 104.330 | 1097.4 |
| 7/24/2015 | 105.350 | 1080.8 |
| 7/27/2015 | 104.860 | 1100 |
| 7/28/2015 | 105.020 | 1096.2 |
| 7/29/2015 | 105.170 | 1090.25 |
| 7/30/2015 | 104.270 | 1087.5 |
| 7/31/2015 | 104.930 | 1098.4 |
| 8/3/2015 | 104.100 | 1091.9 |
| 8/4/2015 | 104.310 | 1090.65 |
| 8/5/2015 | 103.930 | 1085.1 |
| 8/6/2015 | 104.390 | 1089.75 |
| 8/7/2015 | 104.650 | 1093.5 |
| 8/10/2015 | 105.720 | 1097 |
| 8/11/2015 | 106.260 | 1108.25 |
| 8/12/2015 | 107.750 | 1119 |
| 8/13/2015 | 106.860 | 1116.75 |
| 8/14/2015 | 106.850 | 1118.25 |
| 8/17/2015 | 107.130 | 1118.8 |
| 8/18/2015 | 107.110 | 1111.45 |
| 8/19/2015 | 108.550 | 1126.15 |
| 8/20/2015 | 110.440 | 1147.7 |
| 8/21/2015 | 111.130 | 1156.5 |
| 8/24/2015 | 110.530 | 1166.5 |
| 8/25/2015 | 109.160 | 1137.5 |
| 8/26/2015 | 107.670 | 1120.75 |
| 8/27/2015 | 107.730 | 1119 |
| 8/28/2015 | 108.700 | 1135 |
| 8/31/2015 | 108.820 | 1135 |
| 9/1/2015 | 109.200 | 1142.3 |
| 9/2/2015 | 108.620 | 1137.75 |
| 9/3/2015 | 107.840 | 1128 |
| 9/4/2015 | 107.490 | 1118.25 |
| 9/8/2015 | 107.520 | 1121.15 |
| 9/9/2015 | 106.130 | 1109.85 |
| 9/10/2015 | 106.380 | 1109.5 |
| 9/11/2015 | 106.160 | 1100.25 |
| 9/14/2015 | 106.220 | 1104.8 |
| 9/15/2015 | 110.595 | 1059.00002 |
| 9/16/2015 | 111.760 | 1073.09998 |
| 9/17/2015 | 111.750 | 1084.10004 |
| 9/18/2015 | 114.150 | 1092.09999 |
| 9/21/2015 | 113.325 | 1085.29999 |
| 9/22/2015 | 112.290 | 1077.90001 |
| 9/23/2015 | 113.135 | 1082.20001 |
| 9/24/2015 | 115.450 | 1104.89998 |
| 9/25/2015 | 114.665 | 1098.09998 |
| 9/28/2015 | 113.105 | 1084.19998 |
| 9/29/2015 | 113.210 | 1079.80003 |
| 9/30/2015 | 111.400 | 1068.60001 |
| 10/1/2015 | 111.900 | 1067.30003 |
| 10/2/2015 | 114.075 | 1089.89998 |
| 10/5/2015 | 113.975 | 1087.69997 |
| 10/6/2015 | 114.750 | 1098.60001 |
| 10/7/2015 | 114.460 | 1096.99997 |
| 10/8/2015 | 114.000 | 1091.39999 |
| 10/9/2015 | 115.155 | 1108.70003 |
| 10/12/2015 | 116.490 | 1113.09998 |
| 10/13/2015 | 116.520 | 1118.60001 |
| 10/14/2015 | 117.390 | 1138.09998 |
| 10/15/2015 | 113.290 | 1184.25 |
| 10/16/2015 | 112.490 | 1180.85 |
| 10/19/2015 | 112.020 | 1175.4 |
| 10/20/2015 | 112.730 | 1177.75 |
| 10/21/2015 | 111.730 | 1167.1 |
| 10/22/2015 | 111.690 | 1167 |
| 10/23/2015 | 111.500 | 1161.25 |
| 10/26/2015 | 111.430 | 1166.4 |
| 10/27/2015 | 111.680 | 1165.7 |
| 10/28/2015 | 110.750 | 1179.6 |
| 10/29/2015 | 109.720 | 1148.6 |
| 10/30/2015 | 109.300 | 1142.35 |
| 11/2/2015 | 108.590 | 1134 |
| 11/3/2015 | 106.980 | 1123.1 |
| 11/4/2015 | 105.970 | 1114.7 |
| 11/5/2015 | 105.640 | 1106.3 |
| 11/6/2015 | 104.100 | 1088.9 |
| 11/9/2015 | 104.400 | 1089.6 |
| 11/10/2015 | 104.180 | 1087.1 |
| 11/11/2015 | 103.830 | 1085.9 |
| 11/12/2015 | 103.850 | 1087.4 |
| 11/13/2015 | 103.560 | 1081.5 |
| 11/16/2015 | 103.710 | 1084.75 |
| 11/17/2015 | 102.340 | 1079.2 |
| 11/18/2015 | 102.430 | 1067.75 |
| 11/19/2015 | 103.560 | 1082.6 |
| 11/20/2015 | 103.090 | 1081.75 |
| 11/23/2015 | 102.260 | 1070.5 |
| 11/24/2015 | 102.940 | 1076.4 |
| 11/25/2015 | 102.460 | 1068 |
| 11/27/2015 | 101.250 | 1057.4 |
| 11/30/2015 | 101.920 | 1061.9 |
| 12/1/2015 | 102.280 | 1065.4 |
| 12/2/2015 | 100.690 | 1055.4 |
| 12/3/2015 | 101.760 | 1055.45 |
| 12/4/2015 | 104.020 | 1079.25 |
| 12/7/2015 | 102.670 | 1075.8 |
| 12/8/2015 | 102.840 | 1072.1 |
| 12/9/2015 | 102.640 | 1081 |
| 12/10/2015 | 102.550 | 1071 |
| 12/11/2015 | 103.110 | 1072.5 |
| 12/14/2015 | 101.790 | 1068.25 |
| 12/15/2015 | 101.520 | 1061.5 |
| 12/16/2015 | 102.750 | 1075.25 |
| 12/17/2015 | 100.500 | 1049.4 |
| 12/18/2015 | 102.040 | 1062.5 |
| 12/21/2015 | 103.150 | 1078.75 |
| 12/22/2015 | 102.610 | 1074.9 |
| 12/23/2015 | 102.310 | 1068.25 |
| 12/24/2015 | 103.050 | 1068.25 |
| 12/28/2015 | 102.270 | 1068.25 |
| 12/29/2015 | 102.200 | 1070.1 |
| 12/30/2015 | 101.420 | 1060 |
| 12/31/2015 | 101.460 | 1060 |
| 1/4/2016 | 102.890 | 1082.25 |
| 1/5/2016 | 103.180 | 1077 |
| 1/6/2016 | 104.670 | 1091.4 |
| 1/7/2016 | 106.150 | 1106.35 |
| 1/8/2016 | 105.680 | 1101.85 |
| 1/11/2016 | 104.740 | 1100.75 |
| 1/12/2016 | 104.210 | 1085.4 |
| 1/13/2016 | 104.720 | 1088.15 |
| 1/14/2016 | 103.020 | 1088.4 |
| 1/15/2016 | 104.080 | 1093.75 |
| 1/19/2016 | 103.980 | 1086.25 |
| 1/20/2016 | 105.370 | 1101.75 |
| 1/21/2016 | 105.490 | 1096.5 |
| 1/22/2016 | 105.000 | 1096.25 |
| 1/25/2016 | 106.080 | 1106.6 |
| 1/26/2016 | 107.290 | 1113.6 |
| 1/27/2016 | 107.690 | 1116.25 |
| 1/28/2016 | 106.540 | 1114 |
| 1/29/2016 | 106.950 | 1111.8 |
| 2/1/2016 | 108.050 | 1126.5 |
| 2/2/2016 | 108.090 | 1128.5 |
| 2/3/2016 | 109.250 | 1132 |
| 2/4/2016 | 110.570 | 1156.35 |
| 2/5/2016 | 112.320 | 1150.35 |
| 2/8/2016 | 113.830 | 1193.25 |
| 2/9/2016 | 113.580 | 1191 |
| 2/10/2016 | 114.460 | 1190 |
| 2/11/2016 | 119.060 | 1241 |
| 2/12/2016 | 118.360 | 1239.75 |
| 2/16/2016 | 114.770 | 1209.5 |
| 2/17/2016 | 115.480 | 1210 |
| 2/18/2016 | 118.290 | 1210.1 |
| 2/19/2016 | 117.580 | 1231.15 |
| 2/22/2016 | 115.490 | 1211 |
| 2/23/2016 | 117.220 | 1221.35 |
| 2/24/2016 | 117.610 | 1250.75 |
| 2/25/2016 | 117.920 | 1236 |
| 2/26/2016 | 117.110 | 1226.5 |
| 2/29/2016 | 118.640 | 1234.9 |
| 3/1/2016 | 117.770 | 1236.5 |
| 3/2/2016 | 118.680 | 1239.2 |
| 3/3/2016 | 120.730 | 1250.25 |
| 3/4/2016 | 120.540 | 1277.5 |
| 3/7/2016 | 121.140 | 1267.9 |
| 3/8/2016 | 120.580 | 1267 |
| 3/9/2016 | 119.580 | 1246.4 |
| 3/10/2016 | 121.500 | 1215 |
| 3/11/2016 | 119.410 | 1194.10004 |
| 3/14/2016 | 117.870 | 1178.70003 |
| 3/15/2016 | 117.960 | 1179.59999 |
| 3/16/2016 | 120.590 | 1205.89996 |
| 3/17/2016 | 120.130 | 1201.29997 |
| 3/18/2016 | 119.800 | 1198.00003 |
| 3/21/2016 | 118.960 | 1189.59999 |
| 3/22/2016 | 119.310 | 1193.09998 |
| 3/23/2016 | 116.610 | 1166.10001 |
| 3/24/2016 | 116.330 | 1163.30002 |
| 3/28/2016 | 116.600 | 1165.99998 |
| 3/29/2016 | 118.760 | 1187.60002 |
| 3/30/2016 | 117.100 | 1236.25 |
| 3/31/2016 | 117.640 | 1237 |
| 4/1/2016 | 116.930 | 1213.6 |
| 4/4/2016 | 116.150 | 1219.75 |
| 4/5/2016 | 117.660 | 1231.25 |
| 4/6/2016 | 116.940 | 1221.4 |
| 4/7/2016 | 118.610 | 1242.1 |
| 4/8/2016 | 118.430 | 1239.5 |
| 4/11/2016 | 120.030 | 1254.75 |
| 4/12/2016 | 120.050 | 1254.6 |
| 4/13/2016 | 118.770 | 1245.75 |
| 4/14/2016 | 117.110 | 1233.85 |
| 4/15/2016 | 117.920 | 1227.1 |
| 4/18/2016 | 117.740 | 1234.3 |
| 4/19/2016 | 119.580 | 1255.4 |
| 4/20/2016 | 118.970 | 1252 |
| 4/21/2016 | 119.420 | 1249.25 |
| 4/22/2016 | 117.890 | 1243.25 |
| 4/25/2016 | 118.230 | 1238.9 |
| 4/26/2016 | 118.700 | 1241.7 |
| 4/27/2016 | 119.040 | 1247.4 |
| 4/28/2016 | 121.290 | 1256 |
| 4/29/2016 | 123.650 | 1285.65 |
| 5/2/2016 | 123.240 | 1285.65 |
| 5/3/2016 | 122.960 | 1294 |
| 5/4/2016 | 122.210 | 1283 |
| 5/5/2016 | 122.070 | 1280.25 |
| 5/6/2016 | 123.180 | 1289 |
| 5/9/2016 | 120.650 | 1265.25 |
| 5/10/2016 | 120.980 | 1262.8 |
| 5/11/2016 | 122.120 | 1276.85 |
| 5/12/2016 | 121.160 | 1279.25 |
| 5/13/2016 | 121.710 | 1265.9 |
| 5/16/2016 | 121.800 | 1285.75 |
| 5/17/2016 | 122.220 | 1277 |
| 5/18/2016 | 120.100 | 1272.9 |
| 5/19/2016 | 119.870 | 1246.25 |
| 5/20/2016 | 119.710 | 1254.2 |
| 5/23/2016 | 119.370 | 1245.9 |
| 5/24/2016 | 117.300 | 1236.85 |
| 5/25/2016 | 116.980 | 1220.6 |
| 5/26/2016 | 116.580 | 1223.85 |
| 5/27/2016 | 115.620 | 1216.25 |
| 5/31/2016 | 116.060 | 1212.1 |
| 6/1/2016 | 115.940 | 1214.5 |
| 6/2/2016 | 115.670 | 1212.4 |
| 6/3/2016 | 118.880 | 1240.5 |
| 6/6/2016 | 118.920 | 1244 |
| 6/7/2016 | 118.820 | 1241 |
| 6/8/2016 | 120.580 | 1263 |
| 6/9/2016 | 121.250 | 1263.9 |
| 6/10/2016 | 121.740 | 1275.5 |
| 6/13/2016 | 122.640 | 1280.8 |
| 6/14/2016 | 122.770 | 1287.15 |
| 6/15/2016 | 123.680 | 1283.3 |
| 6/16/2016 | 122.380 | 1310.75 |
| 6/17/2016 | 123.950 | 1290.7 |
| 6/20/2016 | 123.210 | 1281.8 |
| 6/21/2016 | 120.840 | 1272.6 |
| 6/22/2016 | 120.900 | 1264.85 |
| 6/23/2016 | 120.110 | 1262.15 |
| 6/24/2016 | 126.000 | 1315.5 |
| 6/27/2016 | 126.680 | 1324.55 |
| 6/28/2016 | 125.320 | 1309.7 |
| 6/29/2016 | 125.840 | 1321.5 |
| 6/30/2016 | 126.470 | 1320.75 |
| 7/1/2016 | 128.410 | 1340 |
| 7/5/2016 | 129.470 | 1350.75 |
| 7/6/2016 | 130.230 | 1366.25 |
| 7/7/2016 | 129.740 | 1356.7 |
| 7/8/2016 | 130.520 | 1354.25 |
| 7/11/2016 | 129.290 | 1357.1 |
| 7/12/2016 | 127.150 | 1342.4 |
| 7/13/2016 | 128.320 | 1342.75 |
| 7/14/2016 | 127.330 | 1323.6 |
| 7/15/2016 | 126.840 | 1327 |
| 7/18/2016 | 127.040 | 1334.7 |
| 7/19/2016 | 127.210 | 1330.9 |
| 7/20/2016 | 125.390 | 1315.9 |
| 7/21/2016 | 127.300 | 1321.15 |
| 7/22/2016 | 126.350 | 1320.75 |
| 7/25/2016 | 125.470 | 1313.15 |
| 7/26/2016 | 126.000 | 1323 |
| 7/27/2016 | 128.030 | 1329 |
| 7/28/2016 | 127.660 | 1341.75 |
| 7/29/2016 | 128.980 | 1342 |
| 8/1/2016 | 129.220 | 1349.65 |
| 8/2/2016 | 130.270 | 1363.75 |
| 8/3/2016 | 129.650 | 1358.9 |
| 8/4/2016 | 129.870 | 1362.75 |
| 8/5/2016 | 127.550 | 1340.4 |
| 8/8/2016 | 127.440 | 1336.8 |
| 8/9/2016 | 127.960 | 1341 |
| 8/10/2016 | 128.560 | 1347.7 |
| 8/11/2016 | 127.670 | 1355 |
| 8/12/2016 | 127.400 | 1352.2 |
| 8/15/2016 | 133.940 | 1278.39996 |
| 8/16/2016 | 134.400 | 1284.70001 |
| 8/17/2016 | 134.335 | 1285 |
| 8/18/2016 | 135.005 | 1291.10001 |
| 8/19/2016 | 134.640 | 1279.70001 |
| 8/22/2016 | 133.590 | 1277.79999 |
| 8/23/2016 | 134.200 | 1277.60002 |
| 8/24/2016 | 132.725 | 1263.39996 |
| 8/25/2016 | 132.130 | 1262.30003 |
| 8/26/2016 | 131.875 | 1260.50003 |
| 8/29/2016 | 131.875 | 1263.00003 |
| 8/30/2016 | 131.815 | 1250.29999 |
| 8/31/2016 | 130.925 | 1247.79999 |
| 9/1/2016 | 125.290 | 1309.5 |
| 9/2/2016 | 126.570 | 1324.7 |
| 9/6/2016 | 128.710 | 1337.25 |
| 9/7/2016 | 128.270 | 1348.35 |
| 9/8/2016 | 127.590 | 1343.4 |
| 9/9/2016 | 126.750 | 1330.85 |
| 9/12/2016 | 126.590 | 1324.6 |
| 9/13/2016 | 125.750 | 1323.65 |
| 9/14/2016 | 126.180 | 1321.75 |
| 9/15/2016 | 125.370 | 1310.8 |
| 9/16/2016 | 125.060 | 1308.35 |
| 9/19/2016 | 125.320 | 1314.85 |
| 9/20/2016 | 125.440 | 1313.8 |
| 9/21/2016 | 127.270 | 1326.1 |
| 9/22/2016 | 127.570 | 1339.1 |
| 9/23/2016 | 127.650 | 1338.65 |
| 9/26/2016 | 127.550 | 1340.5 |
| 9/27/2016 | 126.620 | 1327 |
| 9/28/2016 | 126.220 | 1322.5 |
| 9/29/2016 | 126.070 | 1318.1 |
| 9/30/2016 | 125.640 | 1322.5 |
| 10/3/2016 | 125.320 | 1313.3 |
| 10/4/2016 | 120.970 | 1283.3 |
| 10/5/2016 | 120.780 | 1269.4 |
| 10/6/2016 | 119.660 | 1254.5 |
| 10/7/2016 | 119.740 | 1258.75 |
| 10/10/2016 | 120.160 | 1259.5 |
| 10/11/2016 | 119.550 | 1253.45 |
| 10/12/2016 | 119.740 | 1256.5 |
| 10/13/2016 | 120.030 | 1261.05 |
| 10/14/2016 | 119.360 | 1251.75 |
| 10/17/2016 | 119.680 | 1254.8 |
| 10/18/2016 | 120.420 | 1258.2 |
| 10/19/2016 | 121.110 | 1269.05 |
| 10/20/2016 | 120.740 | 1271.65 |
| 10/21/2016 | 120.830 | 1266.05 |
| 10/24/2016 | 120.560 | 1265.55 |
| 10/25/2016 | 121.470 | 1269.4 |
| 10/26/2016 | 120.790 | 1270.5 |
| 10/27/2016 | 121.010 | 1266.25 |
| 10/28/2016 | 121.580 | 1273 |
| 10/31/2016 | 121.940 | 1272 |
| 11/1/2016 | 122.730 | 1288.45 |
| 11/2/2016 | 123.640 | 1303.75 |
| 11/3/2016 | 124.300 | 1301 |
| 11/4/2016 | 124.390 | 1302.8 |
| 11/7/2016 | 122.150 | 1283.05 |
| 11/8/2016 | 121.640 | 1282.35 |
| 11/9/2016 | 121.560 | 1281.4 |
| 11/10/2016 | 119.750 | 1267.5 |
| 11/11/2016 | 117.100 | 1236.45 |
| 11/14/2016 | 116.110 | 1213.6 |
| 11/15/2016 | 117.120 | 1226.95 |
| 11/16/2016 | 116.770 | 1229.2 |
| 11/17/2016 | 116.170 | 1226.75 |
| 11/18/2016 | 115.150 | 1211 |
| 11/21/2016 | 115.580 | 1214.25 |
| 11/22/2016 | 115.540 | 1212.25 |
| 11/23/2016 | 113.250 | 1185.35 |
| 11/25/2016 | 112.610 | 1187.7 |
| 11/28/2016 | 113.800 | 1187 |
| 11/29/2016 | 113.270 | 1186.55 |
| 11/30/2016 | 111.750 | 1178.1 |
| 12/1/2016 | 111.540 | 1161.85 |
| 12/2/2016 | 112.140 | 1173.5 |
| 12/5/2016 | 111.540 | 1162.2 |
| 12/6/2016 | 111.430 | 1172.5 |
| 12/7/2016 | 111.830 | 1177.65 |
| 12/8/2016 | 111.570 | 1171.05 |
| 12/9/2016 | 110.400 | 1163.6 |
| 12/12/2016 | 110.820 | 1156.1 |
| 12/13/2016 | 110.450 | 1158.55 |
| 12/14/2016 | 108.830 | 1162.25 |
| 12/15/2016 | 107.340 | 1126.95 |
| 12/16/2016 | 108.050 | 1131.6 |
| 12/19/2016 | 108.590 | 1136.25 |
| 12/20/2016 | 107.790 | 1125.7 |
| 12/21/2016 | 107.850 | 1133.65 |
| 12/22/2016 | 107.590 | 1131.35 |
| 12/23/2016 | 107.930 | 1131.35 |
| 12/27/2016 | 108.560 | 1131.35 |
| 12/28/2016 | 108.860 | 1134.6 |
| 12/29/2016 | 110.290 | 1145.9 |
| 12/30/2016 | 109.610 | 1145.9 |
| 1/3/2017 | 110.470 | 1151 |
| 1/4/2017 | 110.860 | 1164.25 |
| 1/5/2017 | 112.580 | 1176.7 |
| 1/6/2017 | 111.750 | 1175.85 |
| 1/9/2017 | 112.670 | 1178.5 |
| 1/10/2017 | 113.150 | 1189.5 |
| 1/11/2017 | 113.500 | 1178.55 |
| 1/12/2017 | 113.910 | 1205.05 |
| 1/13/2017 | 114.210 | 1190.35 |
| 1/17/2017 | 115.850 | 1216.05 |
| 1/18/2017 | 114.870 | 1214.75 |
| 1/19/2017 | 114.770 | 1196.05 |
| 1/20/2017 | 115.050 | 1200.55 |
| 1/23/2017 | 115.790 | 1212.85 |
| 1/24/2017 | 115.270 | 1216.8 |
| 1/25/2017 | 114.320 | 1195 |
| 1/26/2017 | 113.260 | 1189.7 |
| 1/27/2017 | 113.490 | 1184.85 |
| 1/30/2017 | 113.970 | 1192.8 |
| 1/31/2017 | 115.550 | 1212.8 |
| 2/1/2017 | 115.200 | 1203.65 |
| 2/2/2017 | 115.840 | 1221.95 |
| 2/3/2017 | 116.130 | 1215.2 |
| 2/6/2017 | 117.700 | 1226.75 |
| 2/7/2017 | 117.460 | 1231 |
| 2/8/2017 | 118.190 | 1242.1 |
| 2/9/2017 | 117.290 | 1236.8 |
| 2/10/2017 | 117.600 | 1228.3 |
| 2/13/2017 | 116.800 | 1222.25 |
| 2/14/2017 | 116.930 | 1230.75 |
| 2/15/2017 | 117.450 | 1224.4 |
| 2/16/2017 | 118.080 | 1240.55 |
| 2/17/2017 | 117.680 | 1241.95 |
| 2/21/2017 | 117.750 | 1233.2 |
| 2/22/2017 | 117.910 | 1236.65 |
| 2/23/2017 | 118.940 | 1247.9 |
| 2/24/2017 | 119.700 | 1253.65 |
| 2/27/2017 | 119.120 | 1257.2 |
| 2/28/2017 | 119.230 | 1255.6 |
| 3/1/2017 | 119.060 | 1240.4 |
| 3/2/2017 | 117.580 | 1238.1 |
| 3/3/2017 | 117.510 | 1226.5 |
| 3/6/2017 | 116.720 | 1230.95 |
| 3/7/2017 | 115.780 | 1216.65 |
| 3/8/2017 | 115.060 | 1209.2 |
| 3/9/2017 | 114.470 | 1206.55 |
| 3/10/2017 | 114.720 | 1202.65 |
| 3/13/2017 | 114.740 | 1204.2 |
| 3/14/2017 | 114.120 | 1204.6 |
| 3/15/2017 | 116.250 | 1198.8 |
| 3/16/2017 | 116.730 | 1229.35 |
| 3/17/2017 | 116.990 | 1229.6 |
| 3/20/2017 | 117.510 | 1232.4 |
| 3/21/2017 | 118.540 | 1241.6 |
| 3/22/2017 | 118.830 | 1249.05 |
| 3/23/2017 | 118.670 | 1247.5 |
| 3/24/2017 | 118.860 | 1247.5 |
| 3/27/2017 | 119.530 | 1257.55 |
| 3/28/2017 | 119.040 | 1257.25 |
| 3/29/2017 | 119.330 | 1251.1 |
| 3/30/2017 | 118.470 | 1248.8 |
| 3/31/2017 | 118.720 | 1244.85 |
| 4/3/2017 | 119.350 | 1247.25 |
| 4/4/2017 | 119.620 | 1257.65 |
| 4/5/2017 | 119.620 | 1245.8 |
| 4/6/2017 | 119.180 | 1252.5 |
| 4/7/2017 | 119.460 | 1266.45 |
| 4/10/2017 | 119.460 | 1250.05 |
| 4/11/2017 | 121.190 | 1252.9 |
| 4/12/2017 | 122.020 | 1274.3 |
| 4/13/2017 | 122.600 | 1284.15 |
| 4/17/2017 | 122.240 | 1284.15 |
| 4/18/2017 | 122.820 | 1278.95 |
| 4/19/2017 | 121.730 | 1279.05 |
| 4/20/2017 | 121.960 | 1282.1 |
| 4/21/2017 | 122.310 | 1281.85 |
| 4/24/2017 | 121.480 | 1269.4 |
| 4/25/2017 | 120.250 | 1267.8 |
| 4/26/2017 | 120.840 | 1261.85 |
| 4/27/2017 | 120.390 | 1262.8 |
| 4/28/2017 | 120.770 | 1266.45 |
| 5/1/2017 | 119.670 | 1266.45 |
| 5/2/2017 | 119.650 | 1255.45 |
| 5/3/2017 | 117.980 | 1250.3 |
| 5/4/2017 | 116.790 | 1228.45 |
| 5/5/2017 | 117.010 | 1228.05 |
| 5/8/2017 | 116.750 | 1229.8 |
| 5/9/2017 | 116.050 | 1220.4 |
| 5/10/2017 | 116.040 | 1222.95 |
| 5/11/2017 | 116.500 | 1223.15 |
| 5/12/2017 | 116.830 | 1231.25 |
| 5/15/2017 | 117.140 | 1233.3 |
| 5/16/2017 | 117.650 | 1234.2 |
| 5/17/2017 | 119.790 | 1257.4 |
| 5/18/2017 | 118.810 | 1255.9 |
| 5/19/2017 | 119.400 | 1252 |
| 5/22/2017 | 119.900 | 1258.85 |
| 5/23/2017 | 119.140 | 1260.2 |
| 5/24/2017 | 119.610 | 1252.55 |
| 5/25/2017 | 119.480 | 1256.95 |
| 5/26/2017 | 120.540 | 1265.05 |
| 5/30/2017 | 120.140 | 1262.7 |
| 5/31/2017 | 120.620 | 1266.2 |
| 6/1/2017 | 120.720 | 1264.85 |
| 6/2/2017 | 121.610 | 1274.95 |
| 6/5/2017 | 121.730 | 1279.95 |
| 6/6/2017 | 123.100 | 1293.5 |
| 6/7/2017 | 122.450 | 1291 |
| 6/8/2017 | 121.650 | 1273.1 |
| 6/9/2017 | 120.540 | 1266.55 |
| 6/12/2017 | 120.360 | 1266.4 |
| 6/13/2017 | 120.480 | 1262 |
| 6/14/2017 | 127.550 | 1198.2 |
| 6/15/2017 | 125.455 | 1193.2 |
| 6/16/2017 | 125.540 | 1193.39996 |
| 6/19/2017 | 124.815 | 1184.3 |
| 6/20/2017 | 124.220 | 1181.8 |
| 6/21/2017 | 124.250 | 1185.19997 |
| 6/22/2017 | 125.080 | 1189.19998 |
| 6/23/2017 | 125.570 | 1194.3 |
| 6/26/2017 | 124.525 | 1183.60001 |
| 6/27/2017 | 124.955 | 1188.09998 |
| 6/28/2017 | 124.800 | 1189.00002 |
| 6/29/2017 | 124.350 | 1183.2 |
| 6/30/2017 | 118.020 | 1242.25 |
| 7/3/2017 | 116.090 | 1229.25 |
| 7/5/2017 | 116.520 | 1220.3 |
| 7/6/2017 | 116.470 | 1224.9 |
| 7/7/2017 | 115.280 | 1215.65 |
| 7/10/2017 | 115.470 | 1211.9 |
| 7/11/2017 | 115.620 | 1211.05 |
| 7/12/2017 | 116.030 | 1218.8 |
| 7/13/2017 | 115.820 | 1218.9 |
| 7/14/2017 | 116.770 | 1230.3 |
| 7/17/2017 | 117.290 | 1234.1 |
| 7/18/2017 | 118.110 | 1240.75 |
| 7/19/2017 | 118.080 | 1242.15 |
| 7/20/2017 | 118.240 | 1238.7 |
| 7/21/2017 | 119.260 | 1248.55 |
| 7/24/2017 | 119.310 | 1255.55 |
| 7/25/2017 | 118.920 | 1254.4 |
| 7/26/2017 | 119.880 | 1248.1 |
| 7/27/2017 | 119.790 | 1261.1 |
| 7/28/2017 | 120.690 | 1264.9 |
| 7/31/2017 | 120.750 | 1267.55 |
| 8/1/2017 | 120.650 | 1270.95 |
| 8/2/2017 | 120.400 | 1269.6 |
| 8/3/2017 | 120.590 | 1268.1 |
| 8/4/2017 | 119.650 | 1257.7 |
| 8/7/2017 | 119.510 | 1258 |
| 8/8/2017 | 119.860 | 1261.8 |
| 8/9/2017 | 121.310 | 1271.05 |
| 8/10/2017 | 122.210 | 1284.4 |
| 8/11/2017 | 122.790 | 1286.1 |
| 8/14/2017 | 121.920 | 1282.3 |
| 8/15/2017 | 120.980 | 1270.3 |
| 8/16/2017 | 121.870 | 1272.75 |
| 8/17/2017 | 122.490 | 1285.15 |
| 8/18/2017 | 122.300 | 1295.8 |
| 8/21/2017 | 122.760 | 1292.9 |
| 8/22/2017 | 122.210 | 1284.2 |
| 8/23/2017 | 122.670 | 1286.65 |
| 8/24/2017 | 122.290 | 1289 |
| 8/25/2017 | 122.740 | 1285.3 |
| 8/28/2017 | 124.690 | 1285.3 |
| 8/29/2017 | 124.420 | 1318.65 |
| 8/30/2017 | 124.360 | 1308.5 |
| 8/31/2017 | 125.820 | 1311.75 |
| 9/1/2017 | 126.060 | 1320.4 |
| 9/5/2017 | 127.460 | 1335.55 |
| 9/6/2017 | 126.810 | 1337.85 |
| 9/7/2017 | 128.130 | 1343.5 |
| 9/8/2017 | 127.970 | 1346.25 |
| 9/11/2017 | 126.190 | 1334.2 |
| 9/12/2017 | 126.560 | 1326.5 |
| 9/13/2017 | 125.610 | 1327.55 |
| 9/14/2017 | 126.160 | 1324.55 |
| 9/15/2017 | 125.530 | 1322.85 |
| 9/18/2017 | 124.360 | 1312.1 |
| 9/19/2017 | 124.620 | 1309.6 |
| 9/20/2017 | 123.620 | 1311.3 |
| 9/21/2017 | 122.680 | 1292.1 |
| 9/22/2017 | 123.240 | 1294.8 |
| 9/25/2017 | 124.530 | 1293.3 |
| 9/26/2017 | 123.140 | 1300.05 |
| 9/27/2017 | 121.980 | 1282.55 |
| 9/28/2017 | 122.210 | 1283.35 |
| 9/29/2017 | 121.580 | 1283.1 |
| 10/2/2017 | 120.770 | 1273.7 |
| 10/3/2017 | 120.830 | 1271.25 |
| 10/4/2017 | 121.170 | 1274.25 |
| 10/5/2017 | 120.520 | 1274.5 |
| 10/6/2017 | 121.090 | 1261.8 |
| 10/9/2017 | 122.080 | 1278.75 |
| 10/10/2017 | 122.400 | 1291.4 |
| 10/11/2017 | 122.790 | 1289.25 |
| 10/12/2017 | 122.890 | 1290.25 |
| 10/13/2017 | 123.820 | 1299.6 |
| 10/16/2017 | 122.970 | 1303.3 |
| 10/17/2017 | 122.130 | 1284.75 |
| 10/18/2017 | 121.670 | 1280.2 |
| 10/19/2017 | 122.390 | 1286.4 |
| 10/20/2017 | 121.610 | 1281.2 |
| 10/23/2017 | 121.800 | 1274.9 |
| 10/24/2017 | 121.330 | 1276.45 |
| 10/25/2017 | 121.350 | 1275 |
| 10/26/2017 | 120.330 | 1273.75 |
| 10/27/2017 | 126.645 | 1209.00002 |
| 10/30/2017 | 127.200 | 1211.29997 |
| 10/31/2017 | 127.015 | 1206.69998 |
| 11/1/2017 | 127.705 | 1211.10001 |
| 11/2/2017 | 127.920 | 1211.90002 |
| 11/3/2017 | 126.720 | 1206.20003 |
| 11/6/2017 | 127.090 | 1216.50002 |
| 11/7/2017 | 127.560 | 1212.09999 |
| 11/8/2017 | 128.400 | 1216.29997 |
| 11/9/2017 | 128.480 | 1221.29997 |
| 11/10/2017 | 128.430 | 1211.29997 |
| 11/13/2017 | 127.795 | 1213.09998 |
| 11/14/2017 | 127.460 | 1215.59998 |
| 11/15/2017 | 128.220 | 1214.10004 |
| 11/16/2017 | 128.000 | 1214.00002 |
| 11/17/2017 | 128.435 | 1228.60001 |
| 11/20/2017 | 128.620 | 1213.09998 |
| 11/21/2017 | 128.330 | 1215.10002 |
| 11/22/2017 | 128.695 | 1226.29997 |
| 11/24/2017 | 129.050 | 1223.2 |
| 11/27/2017 | 129.490 | 1228.30002 |
| 11/28/2017 | 129.185 | 1228.09998 |
| 11/29/2017 | 128.385 | 1220.40001 |
| 11/30/2017 | 128.020 | 1210.99998 |
| 12/1/2017 | 127.550 | 1215.89996 |
| 12/4/2017 | 127.345 | 1211.8 |
| 12/5/2017 | 126.630 | 1203.2 |
| 12/6/2017 | 120.070 | 1263.7 |
| 12/7/2017 | 118.490 | 1255 |
| 12/8/2017 | 118.480 | 1250.65 |
| 12/11/2017 | 118.010 | 1247.15 |
| 12/12/2017 | 118.150 | 1240.9 |
| 12/13/2017 | 119.170 | 1242.65 |
| 12/14/2017 | 118.930 | 1251 |
| 12/15/2017 | 119.180 | 1254.6 |
| 12/18/2017 | 119.730 | 1260.6 |
| 12/19/2017 | 119.820 | 1260.35 |
| 12/20/2017 | 120.140 | 1264.55 |
| 12/21/2017 | 120.310 | 1264.55 |
| 12/22/2017 | 120.940 | 1264.55 |
| 12/26/2017 | 121.770 | 1264.55 |
| 12/27/2017 | 122.230 | 1279.4 |
| 12/28/2017 | 122.850 | 1291 |
| 12/29/2017 | 123.650 | 1291 |
| 1/2/2018 | 125.150 | 1312.05 |
| 1/3/2018 | 124.820 | 1314.9 |
| 1/4/2018 | 125.460 | 1314.5 |
| 1/5/2018 | 125.330 | 1317.15 |
| 1/8/2018 | 125.310 | 1319.95 |
| 1/9/2018 | 124.730 | 1311 |
| 1/10/2018 | 125.030 | 1319.75 |
| 1/11/2018 | 125.440 | 1323.05 |
| 1/12/2018 | 126.960 | 1326.8 |
| 1/16/2018 | 127.170 | 1333.85 |
| 1/17/2018 | 126.140 | 1335.65 |
| 1/18/2018 | 125.860 | 1332.2 |
| 1/19/2018 | 126.420 | 1334.95 |
| 1/22/2018 | 126.650 | 1332.6 |
| 1/23/2018 | 127.280 | 1333.4 |
| 1/24/2018 | 128.830 | 1353.7 |
| 1/25/2018 | 127.970 | 1354.95 |
| 1/26/2018 | 128.070 | 1353.15 |
| 1/29/2018 | 127.350 | 1343.85 |
| 1/30/2018 | 126.800 | 1344.9 |
| 1/31/2018 | 127.650 | 1345.05 |
| 2/1/2018 | 128.070 | 1341.35 |
| 2/2/2018 | 126.390 | 1331.15 |
| 2/5/2018 | 126.710 | 1333.6 |
| 2/6/2018 | 125.380 | 1331.4 |
| 2/7/2018 | 124.790 | 1324.65 |
| 2/8/2018 | 124.980 | 1315.45 |
| 2/9/2018 | 124.770 | 1314.1 |
| 2/12/2018 | 125.370 | 1322.3 |
| 2/13/2018 | 126.080 | 1325.35 |
| 2/14/2018 | 128.230 | 1336.25 |
| 2/15/2018 | 128.380 | 1352.45 |
| 2/16/2018 | 127.960 | 1352.1 |
| 2/20/2018 | 126.240 | 1339.85 |
| 2/21/2018 | 125.660 | 1330.5 |
| 2/22/2018 | 126.300 | 1328.35 |
| 2/23/2018 | 126.140 | 1327.95 |
| 2/26/2018 | 126.450 | 1333.5 |
| 2/27/2018 | 125.130 | 1325.75 |
| 2/28/2018 | 125.000 | 1317.85 |
| 3/1/2018 | 124.720 | 1307.75 |
| 3/2/2018 | 125.390 | 1322.3 |
| 3/5/2018 | 125.180 | 1320.4 |
| 3/6/2018 | 126.530 | 1331.4 |
| 3/7/2018 | 125.720 | 1329.4 |
| 3/8/2018 | 125.420 | 1321 |
| 3/9/2018 | 125.540 | 1320.6 |
| 3/12/2018 | 125.540 | 1319.15 |
| 3/13/2018 | 125.780 | 1322.75 |
| 3/14/2018 | 125.700 | 1323.55 |
| 3/15/2018 | 124.900 | 1318.75 |
| 3/16/2018 | 124.600 | 1310.1 |
| 3/19/2018 | 124.870 | 1312.4 |
| 3/20/2018 | 124.310 | 1311 |
| 3/21/2018 | 126.480 | 1321.35 |
| 3/22/2018 | 125.980 | 1329.15 |
| 3/23/2018 | 127.610 | 1346.6 |
| 3/26/2018 | 128.280 | 1352.4 |
| 3/27/2018 | 127.490 | 1341.45 |
| 3/28/2018 | 125.730 | 1332.45 |
| 3/29/2018 | 125.790 | 1323.85 |
| 4/2/2018 | 127.260 | 1323.85 |
| 4/3/2018 | 126.300 | 1333.45 |
| 4/4/2018 | 126.450 | 1337.3 |
| 4/5/2018 | 125.800 | 1327.7 |
| 4/6/2018 | 126.390 | 1331.2 |
| 4/9/2018 | 126.820 | 1331.95 |
| 4/10/2018 | 127.120 | 1338.95 |
| 4/11/2018 | 128.110 | 1350.75 |
| 4/12/2018 | 126.620 | 1341.35 |
| 4/13/2018 | 127.450 | 1343.7 |
| 4/16/2018 | 127.630 | 1349.35 |
| 4/17/2018 | 127.750 | 1342.1 |
| 4/18/2018 | 127.850 | 1351.45 |
| 4/19/2018 | 127.600 | 1348.6 |
| 4/20/2018 | 133.675 | 1266.29997 |
| 4/23/2018 | 132.430 | 1256.20003 |
| 4/24/2018 | 132.885 | 1262.30003 |
| 4/25/2018 | 132.165 | 1254.10004 |
| 4/26/2018 | 132.070 | 1249.70001 |
| 4/27/2018 | 132.150 | 1255 |
| 4/30/2018 | 131.320 | 1245.89996 |
| 5/1/2018 | 123.710 | 1307.1 |
| 5/2/2018 | 123.650 | 1304.2 |
| 5/3/2018 | 124.280 | 1315.05 |
| 5/4/2018 | 124.540 | 1309.4 |
| 5/7/2018 | 124.570 | 1309.4 |
| 5/8/2018 | 124.590 | 1306.6 |
| 5/9/2018 | 124.330 | 1313.85 |
| 5/10/2018 | 125.180 | 1318.8 |
| 5/11/2018 | 125.000 | 1324.35 |
| 5/14/2018 | 124.490 | 1319.85 |
| 5/15/2018 | 122.480 | 1295 |
| 5/16/2018 | 122.290 | 1291.25 |
| 5/17/2018 | 122.360 | 1289.5 |
| 5/18/2018 | 122.410 | 1288.3 |
| 5/21/2018 | 122.480 | 1288.35 |
| 5/22/2018 | 122.410 | 1293.05 |
| 5/23/2018 | 122.540 | 1289 |
| 5/24/2018 | 123.590 | 1304.85 |
| 5/25/2018 | 123.210 | 1303.5 |
| 5/29/2018 | 123.190 | 1295.5 |
| 5/30/2018 | 123.370 | 1300.7 |
| 5/31/2018 | 123.100 | 1305.35 |
ANSWER
3. (a) Null Hypothesis (H0): There is no significant difference between the mean price of SPDR Gold ETF and Spot Gold i.e. μ1 = μ2
Alternate Hypothesis (HA): There is a significant difference between the mean price of SPDR Gold ETF and Spot Gold i.e. μ1 ≠ μ2.
The given case discusses about the comparative analysis between the Gold ETF price and the physical gold (spot gold) prices. In this case, we are trying to compare the price of two groups. Hence, we would be performing the independent samples t-test for checking the mean price fluctuations.
SPDR Gold Prices have been multiplied by 10 to maintain standards in the data. We have developed these two hypotheses for comparing the mean prices of both channels.
(b) We performed the hypothesis testing at α = 0.01 and analyzed the results. There are around 40 units difference in their mean prices of the two channels, and around 150 units in their variance difference. As the alternate hypothesis has been taken as the two mean prices not being equal, this hypothesis testing should be two tailed. The t-statistic came out to be -13.65. The p-value of two tailed hypothesis testing in this case is very small (around e-41), due to which we rejected the null hypothesis. T-critical for two-tailed testing is 2.58.
Hence, we can say that there is a significant difference between the mean price of SPDR Gold ETF and Spot Gold i.e. μ1 ≠ μ2.
One-tailed test could also be planned for solving this case. Critical value for t would have been 2.33 in that case.
After the hypothesis testing was performed, we could see that there is a statistically significant difference between the two mean prices. ETF Gold has lower mean value, but its standard deviation is also lower than the Spot Gold. This is why, we recommended our parents to have a ETF Gold for lower risks and returns. ETF Gold is more secure in terms of risks than Spot Gold.
(c) Assumptions that we made in performing the hypothesis testing are –
- The given data of two prices of ETF Gold and Spot Gold does not contain any independent observation
- The dependent variable (Price of both Gold trades) follows a normal distribution in the whole population
- The data given to us is homoscedastic and has equal variances for the two investment options
- The data provided doesn’t contain any typing errors and the sampling has been done rightly
- There are no significant outliers which could affect our testing and performing
These assumptions are reasonable for this case. The price variable following a normal distribution is very important for this statistical analysis. And, independent observations are taken care off properly. The ETF Gold price has been represented as 1/10th of an ounce. Any outlier, if present, could have affected the mean of the whole group, and it could have also reduced our predictive accuracy.
TESTING
| Date | SPDR_GOLD_ETF_0.1Ounce | GOLD_PRICE_1_Ounce |
| 6/24/2013 | 1239.30 | 1286.75 |
| 6/25/2013 | 1234.70 | 1279 |
| 6/26/2013 | 1182.80 | 1236.25 |
| 6/27/2013 | 1159.40 | 1232.75 |
| 6/28/2013 | 1191.10 | 1192 |
| 7/1/2013 | 1211.30 | 1242.75 |
| 7/2/2013 | 1200.50 | 1252.5 |
| 7/3/2013 | 1207.40 | 1250 |
| 7/5/2013 | 1180.90 | 1212.75 |
| 7/8/2013 | 1195.10 | 1235.25 |
| 7/9/2013 | 1206.20 | 1255.5 |
| 7/10/2013 | 1209.50 | 1256 |
| 7/11/2013 | 1242.40 | 1285 |
| 7/12/2013 | 1241.30 | 1279.75 |
| 7/15/2013 | 1241.80 | 1284.75 |
| 7/16/2013 | 1248.90 | 1291.5 |
| 7/17/2013 | 1297.25 | 1297.25 |
| 7/18/2013 | 1283.25 | 1283.25 |
| 7/19/2013 | 1295.75 | 1295.75 |
| 7/22/2013 | 1327.00 | 1327 |
| 7/23/2013 | 1333.50 | 1333.5 |
| 7/24/2013 | 1335.00 | 1335 |
| 7/25/2013 | 1326.00 | 1326 |
| 7/26/2013 | 1331.00 | 1331 |
| 7/29/2013 | 1329.75 | 1329.75 |
| 7/30/2013 | 1324.15 | 1324.15 |
| 7/31/2013 | 1314.50 | 1314.5 |
| 8/1/2013 | 1315.00 | 1315 |
| 8/2/2013 | 1309.25 | 1309.25 |
| 8/5/2013 | 1257.00 | 1304.75 |
| 8/6/2013 | 1239.70 | 1280.5 |
| 8/7/2013 | 1241.50 | 1282.5 |
| 8/8/2013 | 1268.60 | 1298.25 |
| 8/9/2013 | 1268.60 | 1309 |
| 8/12/2013 | 1291.30 | 1341 |
| 8/13/2013 | 1277.40 | 1328.5 |
| 8/14/2013 | 1290.00 | 1326.5 |
| 8/15/2013 | 1316.90 | 1329.75 |
| 8/16/2013 | 1325.80 | 1369.25 |
| 8/19/2013 | 1320.10 | 1365 |
| 8/20/2013 | 1324.50 | 1372.5 |
| 8/21/2013 | 1320.70 | 1363 |
| 8/22/2013 | 1328.10 | 1375.5 |
| 8/23/2013 | 1349.00 | 1377.5 |
| 8/26/2013 | 1354.50 | 1377.5 |
| 8/27/2013 | 1367.50 | 1419.25 |
| 8/28/2013 | 1367.10 | 1419.5 |
| 8/29/2013 | 1358.70 | 1407.75 |
| 8/30/2013 | 1346.20 | 1394.75 |
| 9/3/2013 | 1364.20 | 1399.5 |
| 9/4/2013 | 1346.60 | 1390 |
| 9/5/2013 | 1322.00 | 1385 |
| 9/6/2013 | 1341.50 | 1387 |
| 9/9/2013 | 1339.10 | 1390 |
| 9/10/2013 | 1317.40 | 1358.25 |
| 9/11/2013 | 1317.00 | 1363.75 |
| 9/12/2013 | 1276.70 | 1328 |
| 9/13/2013 | 1278.20 | 1318.5 |
| 9/16/2013 | 1264.50 | 1324 |
| 9/17/2013 | 1265.00 | 1312.25 |
| 9/18/2013 | 1320.10 | 1301 |
| 9/19/2013 | 1317.50 | 1365.5 |
| 9/20/2013 | 1279.60 | 1349.25 |
| 9/23/2013 | 1275.50 | 1323 |
| 9/24/2013 | 1276.60 | 1314.25 |
| 9/25/2013 | 1287.90 | 1322.75 |
| 9/26/2013 | 1277.90 | 1333 |
| 9/27/2013 | 1289.70 | 1341 |
| 9/30/2013 | 1326.50 | 1281.79993 |
| 10/1/2013 | 1290.75 | 1245.89996 |
| 10/2/2013 | 1306.25 | 1270.59998 |
| 10/3/2013 | 1316.00 | 1271.8 |
| 10/4/2013 | 1309.75 | 1265.29999 |
| 10/7/2013 | 1323.50 | 1276.39999 |
| 10/8/2013 | 1329.50 | 1274.00002 |
| 10/9/2013 | 1304.00 | 1261.10001 |
| 10/10/2013 | 1298.50 | 1242.69997 |
| 10/11/2013 | 1265.50 | 1225.99998 |
| 10/14/2013 | 1285.50 | 1228.30002 |
| 10/15/2013 | 1237.30 | 1270.5 |
| 10/16/2013 | 1235.40 | 1273.5 |
| 10/17/2013 | 1274.20 | 1319.25 |
| 10/18/2013 | 1268.50 | 1316.5 |
| 10/21/2013 | 1269.80 | 1317.5 |
| 10/22/2013 | 1293.40 | 1333 |
| 10/23/2013 | 1286.90 | 1331.25 |
| 10/24/2013 | 1299.00 | 1344.75 |
| 10/25/2013 | 1304.60 | 1347.75 |
| 10/28/2013 | 1305.60 | 1361 |
| 10/29/2013 | 1297.70 | 1349.25 |
| 10/30/2013 | 1296.00 | 1354.75 |
| 10/31/2013 | 1277.40 | 1324 |
| 11/1/2013 | 1269.50 | 1306.75 |
| 11/4/2013 | 1268.10 | 1320.5 |
| 11/5/2013 | 1265.60 | 1307.25 |
| 11/6/2013 | 1272.00 | 1319 |
| 11/7/2013 | 1261.60 | 1307.25 |
| 11/8/2013 | 1242.80 | 1285.5 |
| 11/11/2013 | 1238.70 | 1282.5 |
| 11/12/2013 | 1224.50 | 1281.25 |
| 11/13/2013 | 1228.50 | 1272.5 |
| 11/14/2013 | 1242.70 | 1286 |
| 11/15/2013 | 1243.20 | 1287.25 |
| 11/18/2013 | 1229.00 | 1283.5 |
| 11/19/2013 | 1229.50 | 1275.75 |
| 11/20/2013 | 1201.20 | 1257 |
| 11/21/2013 | 1199.40 | 1240 |
| 11/22/2013 | 1199.20 | 1246.25 |
| 11/25/2013 | 1204.60 | 1243 |
| 11/26/2013 | 1198.20 | 1247.5 |
| 11/27/2013 | 1194.60 | 1245 |
| 11/29/2013 | 1207.00 | 1253 |
| 12/2/2013 | 1175.80 | 1229.5 |
| 12/3/2013 | 1179.60 | 1217.25 |
| 12/4/2013 | 1199.60 | 1227.5 |
| 12/5/2013 | 1183.00 | 1222.5 |
| 12/6/2013 | 1185.50 | 1233 |
| 12/9/2013 | 1197.20 | 1237 |
| 12/10/2013 | 1218.20 | 1266.25 |
| 12/11/2013 | 1208.60 | 1260.75 |
| 12/12/2013 | 1182.90 | 1225.25 |
| 12/13/2013 | 1193.80 | 1232 |
| 12/16/2013 | 1196.90 | 1234.75 |
| 12/17/2013 | 1186.50 | 1231.75 |
| 12/18/2013 | 1176.10 | 1230.5 |
| 12/19/2013 | 1148.20 | 1196 |
| 12/20/2013 | 1159.40 | 1195.25 |
| 12/23/2013 | 1155.70 | 1199 |
| 12/24/2013 | 1161.00 | 1199 |
| 12/26/2013 | 1167.40 | 1199 |
| 12/27/2013 | 1171.20 | 1214.5 |
| 12/30/2013 | 1153.90 | 1204.5 |
| 12/31/2013 | 1161.20 | 1204.5 |
| 1/2/2014 | 1180.00 | 1225 |
| 1/3/2014 | 1192.90 | 1234.5 |
| 1/6/2014 | 1195.00 | 1246.25 |
| 1/7/2014 | 1188.20 | 1227.5 |
| 1/8/2014 | 1181.20 | 1221 |
| 1/9/2014 | 1184.60 | 1226 |
| 1/10/2014 | 1202.60 | 1244.25 |
| 1/13/2014 | 1210.20 | 1248 |
| 1/14/2014 | 1198.90 | 1251.5 |
| 1/15/2014 | 1196.60 | 1236 |
| 1/16/2014 | 1197.90 | 1241.5 |
| 1/17/2014 | 1209.30 | 1250 |
| 1/21/2014 | 1197.00 | 1238 |
| 1/22/2014 | 1191.90 | 1241 |
| 1/23/2014 | 1217.90 | 1263 |
| 1/24/2014 | 1222.90 | 1267 |
| 1/27/2014 | 1209.60 | 1260.5 |
| 1/28/2014 | 1209.50 | 1251.25 |
| 1/29/2014 | 1224.70 | 1264 |
| 1/30/2014 | 1197.70 | 1242.5 |
| 1/31/2014 | 1200.90 | 1251 |
| 2/3/2014 | 1213.20 | 1262 |
| 2/4/2014 | 1209.90 | 1250.25 |
| 2/5/2014 | 1212.90 | 1254.5 |
| 2/6/2014 | 1212.40 | 1256.5 |
| 2/7/2014 | 1221.70 | 1259.25 |
| 2/10/2014 | 1229.20 | 1277 |
| 2/11/2014 | 1243.60 | 1282 |
| 2/12/2014 | 1244.30 | 1289.5 |
| 2/13/2014 | 1254.90 | 1296 |
| 2/14/2014 | 1271.50 | 1320 |
| 2/18/2014 | 1274.00 | 1320.75 |
| 2/19/2014 | 1262.70 | 1320.5 |
| 2/20/2014 | 1316.25 | 1275.99998 |
| 2/21/2014 | 1323.25 | 1275.80002 |
| 2/24/2014 | 1334.75 | 1289.90005 |
| 2/25/2014 | 1339.00 | 1292.10007 |
| 2/26/2014 | 1331.75 | 1281.10001 |
| 2/27/2014 | 1332.25 | 1281.99997 |
| 2/28/2014 | 1326.50 | 1276.20003 |
| 3/3/2014 | 1349.50 | 1302.89993 |
| 3/4/2014 | 1334.75 | 1286.79993 |
| 3/5/2014 | 1337.00 | 1288.89999 |
| 3/6/2014 | 1301.70 | 1345.25 |
| 3/7/2014 | 1290.90 | 1335.25 |
| 3/10/2014 | 1291.30 | 1344 |
| 3/11/2014 | 1298.60 | 1346.25 |
| 3/12/2014 | 1317.60 | 1366 |
| 3/13/2014 | 1322.10 | 1368.75 |
| 3/14/2014 | 1331.00 | 1385 |
| 3/17/2014 | 1316.40 | 1378.5 |
| 3/18/2014 | 1306.20 | 1355.75 |
| 3/19/2014 | 1280.90 | 1338 |
| 3/20/2014 | 1278.60 | 1327 |
| 3/21/2014 | 1284.70 | 1336 |
| 3/24/2014 | 1261.80 | 1310.75 |
| 3/25/2014 | 1264.10 | 1313.5 |
| 3/26/2014 | 1254.10 | 1304 |
| 3/27/2014 | 1245.90 | 1296 |
| 3/28/2014 | 1245.60 | 1294.75 |
| 3/31/2014 | 1236.10 | 1291.75 |
| 4/1/2014 | 1233.90 | 1283.75 |
| 4/2/2014 | 1243.20 | 1292 |
| 4/3/2014 | 1239.20 | 1284 |
| 4/4/2014 | 1255.70 | 1297.25 |
| 4/7/2014 | 1249.10 | 1299 |
| 4/8/2014 | 1260.90 | 1309.5 |
| 4/9/2014 | 1263.20 | 1301.75 |
| 4/10/2014 | 1270.10 | 1320.5 |
| 4/11/2014 | 1269.30 | 1318 |
| 4/14/2014 | 1278.50 | 1325.75 |
| 4/15/2014 | 1254.90 | 1298 |
| 4/16/2014 | 1255.40 | 1301.5 |
| 4/17/2014 | 1247.50 | 1299 |
| 4/21/2014 | 1242.40 | 1299 |
| 4/22/2014 | 1237.80 | 1286.75 |
| 4/23/2014 | 1237.60 | 1285.25 |
| 4/24/2014 | 1245.60 | 1291.5 |
| 4/25/2014 | 1254.30 | 1301.25 |
| 4/28/2014 | 1248.80 | 1299 |
| 4/29/2014 | 1248.60 | 1297.75 |
| 4/30/2014 | 1242.20 | 1288.5 |
| 5/1/2014 | 1238.00 | 1278.5 |
| 5/2/2014 | 1250.60 | 1281.25 |
| 5/5/2014 | 1262.20 | 1281.25 |
| 5/6/2014 | 1259.80 | 1306.25 |
| 5/7/2014 | 1241.70 | 1296 |
| 5/8/2014 | 1241.70 | 1287 |
| 5/9/2014 | 1241.00 | 1291.25 |
| 5/12/2014 | 1249.40 | 1298.75 |
| 5/13/2014 | 1246.00 | 1296.5 |
| 5/14/2014 | 1258.10 | 1305.25 |
| 5/15/2014 | 1247.70 | 1299 |
| 5/16/2014 | 1245.00 | 1291.5 |
| 5/19/2014 | 1245.80 | 1302 |
| 5/20/2014 | 1246.90 | 1295.5 |
| 5/21/2014 | 1243.90 | 1287.25 |
| 5/22/2014 | 1246.70 | 1298.5 |
| 5/23/2014 | 1245.10 | 1291.5 |
| 5/27/2014 | 1218.50 | 1275.5 |
| 5/28/2014 | 1212.00 | 1263.5 |
| 5/29/2014 | 1209.40 | 1255 |
| 5/30/2014 | 1204.30 | 1250.5 |
| 6/2/2014 | 1197.00 | 1247.25 |
| 6/3/2014 | 1200.10 | 1242.75 |
| 6/4/2014 | 1197.60 | 1245.25 |
| 6/5/2014 | 1206.60 | 1252.5 |
| 6/6/2014 | 1206.10 | 1247.5 |
| 6/9/2014 | 1206.50 | 1253.5 |
| 6/10/2014 | 1213.90 | 1259.5 |
| 6/11/2014 | 1214.10 | 1262 |
| 6/12/2014 | 1226.40 | 1265.75 |
| 6/13/2014 | 1229.60 | 1273 |
| 6/16/2014 | 1224.20 | 1276.25 |
| 6/17/2014 | 1222.80 | 1267.5 |
| 6/18/2014 | 1226.70 | 1269.75 |
| 6/19/2014 | 1269.40 | 1293 |
| 6/20/2014 | 1265.00 | 1312.5 |
| 6/23/2014 | 1268.50 | 1313.5 |
| 6/24/2014 | 1269.80 | 1318.5 |
| 6/25/2014 | 1269.90 | 1316.75 |
| 6/26/2014 | 1267.30 | 1311.75 |
| 6/27/2014 | 1266.60 | 1317.5 |
| 6/30/2014 | 1280.40 | 1315 |
| 7/1/2014 | 1277.00 | 1327.5 |
| 7/2/2014 | 1277.00 | 1326.5 |
| 7/3/2014 | 1271.60 | 1317.5 |
| 7/7/2014 | 1270.20 | 1313 |
| 7/8/2014 | 1270.70 | 1323 |
| 7/9/2014 | 1278.40 | 1322.75 |
| 7/10/2014 | 1285.40 | 1340.25 |
| 7/11/2014 | 1287.80 | 1335 |
| 7/14/2014 | 1257.20 | 1306 |
| 7/15/2014 | 1245.30 | 1310 |
| 7/16/2014 | 1249.70 | 1301 |
| 7/17/2014 | 1270.90 | 1302.5 |
| 7/18/2014 | 1261.30 | 1307.25 |
| 7/21/2014 | 1263.40 | 1311.5 |
| 7/22/2014 | 1257.40 | 1310.25 |
| 7/23/2014 | 1256.20 | 1308 |
| 7/24/2014 | 1243.50 | 1292.75 |
| 7/25/2014 | 1257.90 | 1294.75 |
| 7/28/2014 | 1255.80 | 1304.5 |
| 7/29/2014 | 1252.00 | 1299.25 |
| 7/30/2014 | 1248.30 | 1294.5 |
| 7/31/2014 | 1233.90 | 1285.25 |
| 8/1/2014 | 1243.80 | 1291.25 |
| 8/4/2014 | 1239.90 | 1290.5 |
| 8/5/2014 | 1238.70 | 1284.75 |
| 8/6/2014 | 1256.70 | 1306.5 |
| 8/7/2014 | 1261.80 | 1305.25 |
| 8/8/2014 | 1261.90 | 1309.75 |
| 8/11/2014 | 1259.60 | 1307.25 |
| 8/12/2014 | 1259.90 | 1315.75 |
| 8/13/2014 | 1262.00 | 1312 |
| 8/14/2014 | 1263.10 | 1313.5 |
| 8/15/2014 | 1254.80 | 1296 |
| 8/18/2014 | 1249.60 | 1296.75 |
| 8/19/2014 | 1246.80 | 1296.5 |
| 8/20/2014 | 1242.20 | 1295 |
| 8/21/2014 | 1228.80 | 1275.25 |
| 8/22/2014 | 1231.90 | 1277.25 |
| 8/25/2014 | 1227.40 | 1277.25 |
| 8/26/2014 | 1233.50 | 1286 |
| 8/27/2014 | 1233.20 | 1282.75 |
| 8/28/2014 | 1240.00 | 1292 |
| 8/29/2014 | 1238.60 | 1285.75 |
| 9/2/2014 | 1216.50 | 1267 |
| 9/3/2014 | 1221.50 | 1265.5 |
| 9/4/2014 | 1214.80 | 1271.5 |
| 9/5/2014 | 1220.60 | 1266 |
| 9/8/2014 | 1207.30 | 1259 |
| 9/9/2014 | 1208.70 | 1255.75 |
| 9/10/2014 | 1202.60 | 1251 |
| 9/11/2014 | 1194.70 | 1241.25 |
| 9/12/2014 | 1183.80 | 1231.5 |
| 9/15/2014 | 1186.40 | 1234.25 |
| 9/16/2014 | 1188.30 | 1232.25 |
| 9/17/2014 | 1175.40 | 1236 |
| 9/18/2014 | 1177.80 | 1220.5 |
| 9/19/2014 | 1170.90 | 1219.75 |
| 9/22/2014 | 1168.50 | 1213.5 |
| 9/23/2014 | 1176.00 | 1222 |
| 9/24/2014 | 1170.50 | 1217.25 |
| 9/25/2014 | 1173.90 | 1213.75 |
| 9/26/2014 | 1170.60 | 1213.75 |
| 9/29/2014 | 1170.30 | 1219.5 |
| 9/30/2014 | 1162.10 | 1216.5 |
| 10/1/2014 | 1167.70 | 1216.5 |
| 10/2/2014 | 1167.40 | 1211.75 |
| 10/3/2014 | 1146.10 | 1195 |
| 10/6/2014 | 1160.30 | 1195.75 |
| 10/7/2014 | 1163.60 | 1210.5 |
| 10/8/2014 | 1174.70 | 1217 |
| 10/9/2014 | 1176.40 | 1226.75 |
| 10/10/2014 | 1175.90 | 1219 |
| 10/13/2014 | 1185.20 | 1229 |
| 10/14/2014 | 1185.90 | 1234.75 |
| 10/15/2014 | 1237.50 | 1237.5 |
| 10/16/2014 | 1237.75 | 1237.75 |
| 10/17/2014 | 1234.25 | 1234.25 |
| 10/20/2014 | 1244.50 | 1244.5 |
| 10/21/2014 | 1250.25 | 1250.25 |
| 10/22/2014 | 1243.75 | 1243.75 |
| 10/23/2014 | 1232.75 | 1232.75 |
| 10/24/2014 | 1232.75 | 1232.75 |
| 10/27/2014 | 1228.75 | 1228.75 |
| 10/28/2014 | 1181.00 | 1229.25 |
| 10/29/2014 | 1164.10 | 1223.5 |
| 10/30/2014 | 1151.90 | 1202 |
| 10/31/2014 | 1126.60 | 1164.25 |
| 11/3/2014 | 1121.50 | 1167.75 |
| 11/4/2014 | 1122.20 | 1166.5 |
| 11/5/2014 | 1097.90 | 1142 |
| 11/6/2014 | 1098.80 | 1145 |
| 11/7/2014 | 1129.70 | 1154.5 |
| 11/10/2014 | 1104.60 | 1162 |
| 11/11/2014 | 1120.40 | 1156.5 |
| 11/12/2014 | 1115.00 | 1164.5 |
| 11/13/2014 | 1116.70 | 1161.75 |
| 11/14/2014 | 1144.70 | 1169 |
| 11/17/2014 | 1140.50 | 1182.5 |
| 11/18/2014 | 1150.50 | 1192.75 |
| 11/19/2014 | 1136.80 | 1196 |
| 11/20/2014 | 1148.60 | 1190 |
| 11/21/2014 | 1153.90 | 1203.75 |
| 11/24/2014 | 1151.10 | 1197.5 |
| 11/25/2014 | 1153.80 | 1199 |
| 11/26/2014 | 1151.60 | 1197.5 |
| 11/28/2014 | 1121.10 | 1182.75 |
| 12/1/2014 | 1165.80 | 1194 |
| 12/2/2014 | 1151.40 | 1195 |
| 12/3/2014 | 1163.30 | 1204.75 |
| 12/4/2014 | 1158.80 | 1209 |
| 12/5/2014 | 1144.30 | 1194 |
| 12/8/2014 | 1157.80 | 1193 |
| 12/9/2014 | 1181.90 | 1227 |
| 12/10/2014 | 1229.00 | 1179.59999 |
| 12/11/2014 | 1216.25 | 1176.90002 |
| 12/12/2014 | 1217.00 | 1174.10004 |
| 12/15/2014 | 1209.25 | 1143.89999 |
| 12/16/2014 | 1202.50 | 1149.49997 |
| 12/17/2014 | 1195.75 | 1142.69997 |
| 12/18/2014 | 1199.00 | 1151.50002 |
| 12/19/2014 | 1195.50 | 1147.69997 |
| 12/22/2014 | 1195.25 | 1125.50003 |
| 12/23/2014 | 1175.75 | 1127.39998 |
| 12/24/2014 | 1175.75 | 1127.69997 |
| 12/26/2014 | 1175.75 | 1148.30002 |
| 12/29/2014 | 1185.50 | 1136.69998 |
| 12/30/2014 | 1206.00 | 1151.99997 |
| 12/31/2014 | 1206.00 | 1135.80002 |
| 1/2/2015 | 1172.00 | 1140.80002 |
| 1/5/2015 | 1200.00 | 1158.00003 |
| 1/6/2015 | 1210.25 | 1171.20003 |
| 1/7/2015 | 1210.50 | 1164.3 |
| 1/8/2015 | 1215.50 | 1159.40002 |
| 1/9/2015 | 1217.75 | 1172.60002 |
| 1/12/2015 | 1226.50 | 1185.59998 |
| 1/13/2015 | 1231.50 | 1181.60004 |
| 1/14/2015 | 1235.00 | 1179.70001 |
| 1/15/2015 | 1259.00 | 1209.40002 |
| 1/16/2015 | 1277.50 | 1225.19997 |
| 1/20/2015 | 1288.75 | 1241.99997 |
| 1/21/2015 | 1293.50 | 1242.30003 |
| 1/22/2015 | 1295.75 | 1252.30003 |
| 1/23/2015 | 1294.75 | 1242.30003 |
| 1/26/2015 | 1229.90 | 1281.25 |
| 1/27/2015 | 1244.00 | 1288.5 |
| 1/28/2015 | 1234.20 | 1288 |
| 1/29/2015 | 1207.60 | 1268.75 |
| 1/30/2015 | 1234.50 | 1260.25 |
| 2/2/2015 | 1224.20 | 1272.5 |
| 2/3/2015 | 1210.50 | 1264.25 |
| 2/4/2015 | 1215.80 | 1268.5 |
| 2/5/2015 | 1217.90 | 1259.25 |
| 2/6/2015 | 1186.40 | 1241 |
| 2/9/2015 | 1191.70 | 1238.5 |
| 2/10/2015 | 1184.70 | 1234.5 |
| 2/11/2015 | 1170.70 | 1223.75 |
| 2/12/2015 | 1173.40 | 1222.5 |
| 2/13/2015 | 1179.80 | 1232.5 |
| 2/17/2015 | 1160.10 | 1209.5 |
| 2/18/2015 | 1163.40 | 1206 |
| 2/19/2015 | 1159.40 | 1209.5 |
| 2/20/2015 | 1152.80 | 1208.25 |
| 2/23/2015 | 1154.30 | 1204.5 |
| 2/24/2015 | 1152.60 | 1192.5 |
| 2/25/2015 | 1157.00 | 1204.75 |
| 2/26/2015 | 1160.70 | 1208.25 |
| 2/27/2015 | 1161.60 | 1214 |
| 3/2/2015 | 1156.80 | 1212.5 |
| 3/3/2015 | 1154.70 | 1212.75 |
| 3/4/2015 | 1151.10 | 1199.5 |
| 3/5/2015 | 1150.00 | 1202 |
| 3/6/2015 | 1118.60 | 1175.75 |
| 3/9/2015 | 1119.70 | 1168.5 |
| 3/10/2015 | 1114.20 | 1162 |
| 3/11/2015 | 1107.50 | 1150 |
| 3/12/2015 | 1107.20 | 1152.25 |
| 3/13/2015 | 1108.80 | 1152 |
| 3/16/2015 | 1108.10 | 1150.75 |
| 3/17/2015 | 1102.10 | 1150.75 |
| 3/18/2015 | 1123.70 | 1147.25 |
| 3/19/2015 | 1122.90 | 1166 |
| 3/20/2015 | 1135.70 | 1183.1 |
| 3/23/2015 | 1142.90 | 1186.25 |
| 3/24/2015 | 1145.70 | 1191.5 |
| 3/25/2015 | 1147.30 | 1195.6 |
| 3/26/2015 | 1154.80 | 1203.15 |
| 3/27/2015 | 1150.60 | 1195.75 |
| 3/30/2015 | 1137.50 | 1185.5 |
| 3/31/2015 | 1136.60 | 1187 |
| 4/1/2015 | 1156.00 | 1197 |
| 4/2/2015 | 1152.80 | 1198.5 |
| 4/6/2015 | 1166.90 | 1198.5 |
| 4/7/2015 | 1161.10 | 1211 |
| 4/8/2015 | 1154.70 | 1207.25 |
| 4/9/2015 | 1146.70 | 1194.8 |
| 4/10/2015 | 1159.70 | 1207.35 |
| 4/13/2015 | 1151.40 | 1198.9 |
| 4/14/2015 | 1144.40 | 1194.75 |
| 4/15/2015 | 1154.30 | 1192.9 |
| 4/16/2015 | 1150.30 | 1204.35 |
| 4/17/2015 | 1156.00 | 1203.35 |
| 4/20/2015 | 1147.20 | 1196.5 |
| 4/21/2015 | 1153.80 | 1195.3 |
| 4/22/2015 | 1138.30 | 1189.25 |
| 4/23/2015 | 1146.60 | 1185.75 |
| 4/24/2015 | 1130.50 | 1183 |
| 4/27/2015 | 1153.30 | 1200 |
| 4/28/2015 | 1163.30 | 1209 |
| 4/29/2015 | 1155.10 | 1209 |
| 4/30/2015 | 1134.70 | 1180.25 |
| 5/1/2015 | 1130.80 | 1175.95 |
| 5/4/2015 | 1141.00 | 1175.95 |
| 5/5/2015 | 1144.20 | 1197 |
| 5/6/2015 | 1143.60 | 1194.25 |
| 5/7/2015 | 1134.20 | 1187 |
| 5/8/2015 | 1139.70 | 1186 |
| 5/11/2015 | 1135.30 | 1189.25 |
| 5/12/2015 | 1145.00 | 1191.5 |
| 5/13/2015 | 1165.50 | 1210.5 |
| 5/14/2015 | 1171.80 | 1225 |
| 5/15/2015 | 1175.30 | 1220.5 |
| 5/18/2015 | 1175.20 | 1223.5 |
| 5/19/2015 | 1158.90 | 1214.3 |
| 5/20/2015 | 1160.80 | 1210.5 |
| 5/21/2015 | 1156.90 | 1205 |
| 5/22/2015 | 1156.00 | 1204.1 |
| 5/26/2015 | 1139.10 | 1185.4 |
| 5/27/2015 | 1138.90 | 1185.85 |
| 5/28/2015 | 1140.20 | 1185 |
| 5/29/2015 | 1141.00 | 1191.4 |
| 6/1/2015 | 1140.00 | 1199.9 |
| 6/2/2015 | 1144.60 | 1192.8 |
| 6/3/2015 | 1136.40 | 1190 |
| 6/4/2015 | 1128.40 | 1176 |
| 6/5/2015 | 1122.40 | 1164.6 |
| 6/8/2015 | 1125.70 | 1172.8 |
| 6/9/2015 | 1128.20 | 1177.4 |
| 6/10/2015 | 1137.80 | 1188.5 |
| 6/11/2015 | 1132.60 | 1178.5 |
| 6/12/2015 | 1132.30 | 1182.8 |
| 6/15/2015 | 1137.30 | 1181.4 |
| 6/16/2015 | 1133.20 | 1177.75 |
| 6/17/2015 | 1138.50 | 1178 |
| 6/18/2015 | 1153.20 | 1201.85 |
| 6/19/2015 | 1151.20 | 1203.4 |
| 6/22/2015 | 1136.40 | 1185.5 |
| 6/23/2015 | 1128.90 | 1178 |
| 6/24/2015 | 1125.90 | 1173.75 |
| 6/25/2015 | 1124.40 | 1172.65 |
| 6/26/2015 | 1125.60 | 1170.5 |
| 6/29/2015 | 1130.70 | 1176 |
| 6/30/2015 | 1123.70 | 1171 |
| 7/1/2015 | 1119.80 | 1168 |
| 7/2/2015 | 1117.60 | 1165.25 |
| 7/6/2015 | 1120.60 | 1166 |
| 7/7/2015 | 1107.60 | 1156.25 |
| 7/8/2015 | 1110.90 | 1158.5 |
| 7/9/2015 | 1113.60 | 1164.25 |
| 7/10/2015 | 1114.90 | 1159.3 |
| 7/13/2015 | 1109.90 | 1154 |
| 7/14/2015 | 1107.40 | 1157.4 |
| 7/15/2015 | 1101.60 | 1147.4 |
| 7/16/2015 | 1097.60 | 1144.4 |
| 7/17/2015 | 1086.50 | 1132.8 |
| 7/20/2015 | 1057.00 | 1104.6 |
| 7/21/2015 | 1053.70 | 1105.6 |
| 7/22/2015 | 1048.00 | 1088.6 |
| 7/23/2015 | 1043.30 | 1097.4 |
| 7/24/2015 | 1053.50 | 1080.8 |
| 7/27/2015 | 1048.60 | 1100 |
| 7/28/2015 | 1050.20 | 1096.2 |
| 7/29/2015 | 1051.70 | 1090.25 |
| 7/30/2015 | 1042.70 | 1087.5 |
| 7/31/2015 | 1049.30 | 1098.4 |
| 8/3/2015 | 1041.00 | 1091.9 |
| 8/4/2015 | 1043.10 | 1090.65 |
| 8/5/2015 | 1039.30 | 1085.1 |
| 8/6/2015 | 1043.90 | 1089.75 |
| 8/7/2015 | 1046.50 | 1093.5 |
| 8/10/2015 | 1057.20 | 1097 |
| 8/11/2015 | 1062.60 | 1108.25 |
| 8/12/2015 | 1077.50 | 1119 |
| 8/13/2015 | 1068.60 | 1116.75 |
| 8/14/2015 | 1068.50 | 1118.25 |
| 8/17/2015 | 1071.30 | 1118.8 |
| 8/18/2015 | 1071.10 | 1111.45 |
| 8/19/2015 | 1085.50 | 1126.15 |
| 8/20/2015 | 1104.40 | 1147.7 |
| 8/21/2015 | 1111.30 | 1156.5 |
| 8/24/2015 | 1105.30 | 1166.5 |
| 8/25/2015 | 1091.60 | 1137.5 |
| 8/26/2015 | 1076.70 | 1120.75 |
| 8/27/2015 | 1077.30 | 1119 |
| 8/28/2015 | 1087.00 | 1135 |
| 8/31/2015 | 1088.20 | 1135 |
| 9/1/2015 | 1092.00 | 1142.3 |
| 9/2/2015 | 1086.20 | 1137.75 |
| 9/3/2015 | 1078.40 | 1128 |
| 9/4/2015 | 1074.90 | 1118.25 |
| 9/8/2015 | 1075.20 | 1121.15 |
| 9/9/2015 | 1061.30 | 1109.85 |
| 9/10/2015 | 1063.80 | 1109.5 |
| 9/11/2015 | 1061.60 | 1100.25 |
| 9/14/2015 | 1062.20 | 1104.8 |
| 9/15/2015 | 1105.95 | 1059.00002 |
| 9/16/2015 | 1117.60 | 1073.09998 |
| 9/17/2015 | 1117.50 | 1084.10004 |
| 9/18/2015 | 1141.50 | 1092.09999 |
| 9/21/2015 | 1133.25 | 1085.29999 |
| 9/22/2015 | 1122.90 | 1077.90001 |
| 9/23/2015 | 1131.35 | 1082.20001 |
| 9/24/2015 | 1154.50 | 1104.89998 |
| 9/25/2015 | 1146.65 | 1098.09998 |
| 9/28/2015 | 1131.05 | 1084.19998 |
| 9/29/2015 | 1132.10 | 1079.80003 |
| 9/30/2015 | 1114.00 | 1068.60001 |
| 10/1/2015 | 1119.00 | 1067.30003 |
| 10/2/2015 | 1140.75 | 1089.89998 |
| 10/5/2015 | 1139.75 | 1087.69997 |
| 10/6/2015 | 1147.50 | 1098.60001 |
| 10/7/2015 | 1144.60 | 1096.99997 |
| 10/8/2015 | 1140.00 | 1091.39999 |
| 10/9/2015 | 1151.55 | 1108.70003 |
| 10/12/2015 | 1164.90 | 1113.09998 |
| 10/13/2015 | 1165.20 | 1118.60001 |
| 10/14/2015 | 1173.90 | 1138.09998 |
| 10/15/2015 | 1132.90 | 1184.25 |
| 10/16/2015 | 1124.90 | 1180.85 |
| 10/19/2015 | 1120.20 | 1175.4 |
| 10/20/2015 | 1127.30 | 1177.75 |
| 10/21/2015 | 1117.30 | 1167.1 |
| 10/22/2015 | 1116.90 | 1167 |
| 10/23/2015 | 1115.00 | 1161.25 |
| 10/26/2015 | 1114.30 | 1166.4 |
| 10/27/2015 | 1116.80 | 1165.7 |
| 10/28/2015 | 1107.50 | 1179.6 |
| 10/29/2015 | 1097.20 | 1148.6 |
| 10/30/2015 | 1093.00 | 1142.35 |
| 11/2/2015 | 1085.90 | 1134 |
| 11/3/2015 | 1069.80 | 1123.1 |
| 11/4/2015 | 1059.70 | 1114.7 |
| 11/5/2015 | 1056.40 | 1106.3 |
| 11/6/2015 | 1041.00 | 1088.9 |
| 11/9/2015 | 1044.00 | 1089.6 |
| 11/10/2015 | 1041.80 | 1087.1 |
| 11/11/2015 | 1038.30 | 1085.9 |
| 11/12/2015 | 1038.50 | 1087.4 |
| 11/13/2015 | 1035.60 | 1081.5 |
| 11/16/2015 | 1037.10 | 1084.75 |
| 11/17/2015 | 1023.40 | 1079.2 |
| 11/18/2015 | 1024.30 | 1067.75 |
| 11/19/2015 | 1035.60 | 1082.6 |
| 11/20/2015 | 1030.90 | 1081.75 |
| 11/23/2015 | 1022.60 | 1070.5 |
| 11/24/2015 | 1029.40 | 1076.4 |
| 11/25/2015 | 1024.60 | 1068 |
| 11/27/2015 | 1012.50 | 1057.4 |
| 11/30/2015 | 1019.20 | 1061.9 |
| 12/1/2015 | 1022.80 | 1065.4 |
| 12/2/2015 | 1006.90 | 1055.4 |
| 12/3/2015 | 1017.60 | 1055.45 |
| 12/4/2015 | 1040.20 | 1079.25 |
| 12/7/2015 | 1026.70 | 1075.8 |
| 12/8/2015 | 1028.40 | 1072.1 |
| 12/9/2015 | 1026.40 | 1081 |
| 12/10/2015 | 1025.50 | 1071 |
| 12/11/2015 | 1031.10 | 1072.5 |
| 12/14/2015 | 1017.90 | 1068.25 |
| 12/15/2015 | 1015.20 | 1061.5 |
| 12/16/2015 | 1027.50 | 1075.25 |
| 12/17/2015 | 1005.00 | 1049.4 |
| 12/18/2015 | 1020.40 | 1062.5 |
| 12/21/2015 | 1031.50 | 1078.75 |
| 12/22/2015 | 1026.10 | 1074.9 |
| 12/23/2015 | 1023.10 | 1068.25 |
| 12/24/2015 | 1030.50 | 1068.25 |
| 12/28/2015 | 1022.70 | 1068.25 |
| 12/29/2015 | 1022.00 | 1070.1 |
| 12/30/2015 | 1014.20 | 1060 |
| 12/31/2015 | 1014.60 | 1060 |
| 1/4/2016 | 1028.90 | 1082.25 |
| 1/5/2016 | 1031.80 | 1077 |
| 1/6/2016 | 1046.70 | 1091.4 |
| 1/7/2016 | 1061.50 | 1106.35 |
| 1/8/2016 | 1056.80 | 1101.85 |
| 1/11/2016 | 1047.40 | 1100.75 |
| 1/12/2016 | 1042.10 | 1085.4 |
| 1/13/2016 | 1047.20 | 1088.15 |
| 1/14/2016 | 1030.20 | 1088.4 |
| 1/15/2016 | 1040.80 | 1093.75 |
| 1/19/2016 | 1039.80 | 1086.25 |
| 1/20/2016 | 1053.70 | 1101.75 |
| 1/21/2016 | 1054.90 | 1096.5 |
| 1/22/2016 | 1050.00 | 1096.25 |
| 1/25/2016 | 1060.80 | 1106.6 |
| 1/26/2016 | 1072.90 | 1113.6 |
| 1/27/2016 | 1076.90 | 1116.25 |
| 1/28/2016 | 1065.40 | 1114 |
| 1/29/2016 | 1069.50 | 1111.8 |
| 2/1/2016 | 1080.50 | 1126.5 |
| 2/2/2016 | 1080.90 | 1128.5 |
| 2/3/2016 | 1092.50 | 1132 |
| 2/4/2016 | 1105.70 | 1156.35 |
| 2/5/2016 | 1123.20 | 1150.35 |
| 2/8/2016 | 1138.30 | 1193.25 |
| 2/9/2016 | 1135.80 | 1191 |
| 2/10/2016 | 1144.60 | 1190 |
| 2/11/2016 | 1190.60 | 1241 |
| 2/12/2016 | 1183.60 | 1239.75 |
| 2/16/2016 | 1147.70 | 1209.5 |
| 2/17/2016 | 1154.80 | 1210 |
| 2/18/2016 | 1182.90 | 1210.1 |
| 2/19/2016 | 1175.80 | 1231.15 |
| 2/22/2016 | 1154.90 | 1211 |
| 2/23/2016 | 1172.20 | 1221.35 |
| 2/24/2016 | 1176.10 | 1250.75 |
| 2/25/2016 | 1179.20 | 1236 |
| 2/26/2016 | 1171.10 | 1226.5 |
| 2/29/2016 | 1186.40 | 1234.9 |
| 3/1/2016 | 1177.70 | 1236.5 |
| 3/2/2016 | 1186.80 | 1239.2 |
| 3/3/2016 | 1207.30 | 1250.25 |
| 3/4/2016 | 1205.40 | 1277.5 |
| 3/7/2016 | 1211.40 | 1267.9 |
| 3/8/2016 | 1205.80 | 1267 |
| 3/9/2016 | 1195.80 | 1246.4 |
| 3/10/2016 | 1215.00 | 1215 |
| 3/11/2016 | 1194.10 | 1194.10004 |
| 3/14/2016 | 1178.70 | 1178.70003 |
| 3/15/2016 | 1179.60 | 1179.59999 |
| 3/16/2016 | 1205.90 | 1205.89996 |
| 3/17/2016 | 1201.30 | 1201.29997 |
| 3/18/2016 | 1198.00 | 1198.00003 |
| 3/21/2016 | 1189.60 | 1189.59999 |
| 3/22/2016 | 1193.10 | 1193.09998 |
| 3/23/2016 | 1166.10 | 1166.10001 |
| 3/24/2016 | 1163.30 | 1163.30002 |
| 3/28/2016 | 1166.00 | 1165.99998 |
| 3/29/2016 | 1187.60 | 1187.60002 |
| 3/30/2016 | 1171.00 | 1236.25 |
| 3/31/2016 | 1176.40 | 1237 |
| 4/1/2016 | 1169.30 | 1213.6 |
| 4/4/2016 | 1161.50 | 1219.75 |
| 4/5/2016 | 1176.60 | 1231.25 |
| 4/6/2016 | 1169.40 | 1221.4 |
| 4/7/2016 | 1186.10 | 1242.1 |
| 4/8/2016 | 1184.30 | 1239.5 |
| 4/11/2016 | 1200.30 | 1254.75 |
| 4/12/2016 | 1200.50 | 1254.6 |
| 4/13/2016 | 1187.70 | 1245.75 |
| 4/14/2016 | 1171.10 | 1233.85 |
| 4/15/2016 | 1179.20 | 1227.1 |
| 4/18/2016 | 1177.40 | 1234.3 |
| 4/19/2016 | 1195.80 | 1255.4 |
| 4/20/2016 | 1189.70 | 1252 |
| 4/21/2016 | 1194.20 | 1249.25 |
| 4/22/2016 | 1178.90 | 1243.25 |
| 4/25/2016 | 1182.30 | 1238.9 |
| 4/26/2016 | 1187.00 | 1241.7 |
| 4/27/2016 | 1190.40 | 1247.4 |
| 4/28/2016 | 1212.90 | 1256 |
| 4/29/2016 | 1236.50 | 1285.65 |
| 5/2/2016 | 1232.40 | 1285.65 |
| 5/3/2016 | 1229.60 | 1294 |
| 5/4/2016 | 1222.10 | 1283 |
| 5/5/2016 | 1220.70 | 1280.25 |
| 5/6/2016 | 1231.80 | 1289 |
| 5/9/2016 | 1206.50 | 1265.25 |
| 5/10/2016 | 1209.80 | 1262.8 |
| 5/11/2016 | 1221.20 | 1276.85 |
| 5/12/2016 | 1211.60 | 1279.25 |
| 5/13/2016 | 1217.10 | 1265.9 |
| 5/16/2016 | 1218.00 | 1285.75 |
| 5/17/2016 | 1222.20 | 1277 |
| 5/18/2016 | 1201.00 | 1272.9 |
| 5/19/2016 | 1198.70 | 1246.25 |
| 5/20/2016 | 1197.10 | 1254.2 |
| 5/23/2016 | 1193.70 | 1245.9 |
| 5/24/2016 | 1173.00 | 1236.85 |
| 5/25/2016 | 1169.80 | 1220.6 |
| 5/26/2016 | 1165.80 | 1223.85 |
| 5/27/2016 | 1156.20 | 1216.25 |
| 5/31/2016 | 1160.60 | 1212.1 |
| 6/1/2016 | 1159.40 | 1214.5 |
| 6/2/2016 | 1156.70 | 1212.4 |
| 6/3/2016 | 1188.80 | 1240.5 |
| 6/6/2016 | 1189.20 | 1244 |
| 6/7/2016 | 1188.20 | 1241 |
| 6/8/2016 | 1205.80 | 1263 |
| 6/9/2016 | 1212.50 | 1263.9 |
| 6/10/2016 | 1217.40 | 1275.5 |
| 6/13/2016 | 1226.40 | 1280.8 |
| 6/14/2016 | 1227.70 | 1287.15 |
| 6/15/2016 | 1236.80 | 1283.3 |
| 6/16/2016 | 1223.80 | 1310.75 |
| 6/17/2016 | 1239.50 | 1290.7 |
| 6/20/2016 | 1232.10 | 1281.8 |
| 6/21/2016 | 1208.40 | 1272.6 |
| 6/22/2016 | 1209.00 | 1264.85 |
| 6/23/2016 | 1201.10 | 1262.15 |
| 6/24/2016 | 1260.00 | 1315.5 |
| 6/27/2016 | 1266.80 | 1324.55 |
| 6/28/2016 | 1253.20 | 1309.7 |
| 6/29/2016 | 1258.40 | 1321.5 |
| 6/30/2016 | 1264.70 | 1320.75 |
| 7/1/2016 | 1284.10 | 1340 |
| 7/5/2016 | 1294.70 | 1350.75 |
| 7/6/2016 | 1302.30 | 1366.25 |
| 7/7/2016 | 1297.40 | 1356.7 |
| 7/8/2016 | 1305.20 | 1354.25 |
| 7/11/2016 | 1292.90 | 1357.1 |
| 7/12/2016 | 1271.50 | 1342.4 |
| 7/13/2016 | 1283.20 | 1342.75 |
| 7/14/2016 | 1273.30 | 1323.6 |
| 7/15/2016 | 1268.40 | 1327 |
| 7/18/2016 | 1270.40 | 1334.7 |
| 7/19/2016 | 1272.10 | 1330.9 |
| 7/20/2016 | 1253.90 | 1315.9 |
| 7/21/2016 | 1273.00 | 1321.15 |
| 7/22/2016 | 1263.50 | 1320.75 |
| 7/25/2016 | 1254.70 | 1313.15 |
| 7/26/2016 | 1260.00 | 1323 |
| 7/27/2016 | 1280.30 | 1329 |
| 7/28/2016 | 1276.60 | 1341.75 |
| 7/29/2016 | 1289.80 | 1342 |
| 8/1/2016 | 1292.20 | 1349.65 |
| 8/2/2016 | 1302.70 | 1363.75 |
| 8/3/2016 | 1296.50 | 1358.9 |
| 8/4/2016 | 1298.70 | 1362.75 |
| 8/5/2016 | 1275.50 | 1340.4 |
| 8/8/2016 | 1274.40 | 1336.8 |
| 8/9/2016 | 1279.60 | 1341 |
| 8/10/2016 | 1285.60 | 1347.7 |
| 8/11/2016 | 1276.70 | 1355 |
| 8/12/2016 | 1274.00 | 1352.2 |
| 8/15/2016 | 1339.40 | 1278.39996 |
| 8/16/2016 | 1344.00 | 1284.70001 |
| 8/17/2016 | 1343.35 | 1285 |
| 8/18/2016 | 1350.05 | 1291.10001 |
| 8/19/2016 | 1346.40 | 1279.70001 |
| 8/22/2016 | 1335.90 | 1277.79999 |
| 8/23/2016 | 1342.00 | 1277.60002 |
| 8/24/2016 | 1327.25 | 1263.39996 |
| 8/25/2016 | 1321.30 | 1262.30003 |
| 8/26/2016 | 1318.75 | 1260.50003 |
| 8/29/2016 | 1318.75 | 1263.00003 |
| 8/30/2016 | 1318.15 | 1250.29999 |
| 8/31/2016 | 1309.25 | 1247.79999 |
| 9/1/2016 | 1252.90 | 1309.5 |
| 9/2/2016 | 1265.70 | 1324.7 |
| 9/6/2016 | 1287.10 | 1337.25 |
| 9/7/2016 | 1282.70 | 1348.35 |
| 9/8/2016 | 1275.90 | 1343.4 |
| 9/9/2016 | 1267.50 | 1330.85 |
| 9/12/2016 | 1265.90 | 1324.6 |
| 9/13/2016 | 1257.50 | 1323.65 |
| 9/14/2016 | 1261.80 | 1321.75 |
| 9/15/2016 | 1253.70 | 1310.8 |
| 9/16/2016 | 1250.60 | 1308.35 |
| 9/19/2016 | 1253.20 | 1314.85 |
| 9/20/2016 | 1254.40 | 1313.8 |
| 9/21/2016 | 1272.70 | 1326.1 |
| 9/22/2016 | 1275.70 | 1339.1 |
| 9/23/2016 | 1276.50 | 1338.65 |
| 9/26/2016 | 1275.50 | 1340.5 |
| 9/27/2016 | 1266.20 | 1327 |
| 9/28/2016 | 1262.20 | 1322.5 |
| 9/29/2016 | 1260.70 | 1318.1 |
| 9/30/2016 | 1256.40 | 1322.5 |
| 10/3/2016 | 1253.20 | 1313.3 |
| 10/4/2016 | 1209.70 | 1283.3 |
| 10/5/2016 | 1207.80 | 1269.4 |
| 10/6/2016 | 1196.60 | 1254.5 |
| 10/7/2016 | 1197.40 | 1258.75 |
| 10/10/2016 | 1201.60 | 1259.5 |
| 10/11/2016 | 1195.50 | 1253.45 |
| 10/12/2016 | 1197.40 | 1256.5 |
| 10/13/2016 | 1200.30 | 1261.05 |
| 10/14/2016 | 1193.60 | 1251.75 |
| 10/17/2016 | 1196.80 | 1254.8 |
| 10/18/2016 | 1204.20 | 1258.2 |
| 10/19/2016 | 1211.10 | 1269.05 |
| 10/20/2016 | 1207.40 | 1271.65 |
| 10/21/2016 | 1208.30 | 1266.05 |
| 10/24/2016 | 1205.60 | 1265.55 |
| 10/25/2016 | 1214.70 | 1269.4 |
| 10/26/2016 | 1207.90 | 1270.5 |
| 10/27/2016 | 1210.10 | 1266.25 |
| 10/28/2016 | 1215.80 | 1273 |
| 10/31/2016 | 1219.40 | 1272 |
| 11/1/2016 | 1227.30 | 1288.45 |
| 11/2/2016 | 1236.40 | 1303.75 |
| 11/3/2016 | 1243.00 | 1301 |
| 11/4/2016 | 1243.90 | 1302.8 |
| 11/7/2016 | 1221.50 | 1283.05 |
| 11/8/2016 | 1216.40 | 1282.35 |
| 11/9/2016 | 1215.60 | 1281.4 |
| 11/10/2016 | 1197.50 | 1267.5 |
| 11/11/2016 | 1171.00 | 1236.45 |
| 11/14/2016 | 1161.10 | 1213.6 |
| 11/15/2016 | 1171.20 | 1226.95 |
| 11/16/2016 | 1167.70 | 1229.2 |
| 11/17/2016 | 1161.70 | 1226.75 |
| 11/18/2016 | 1151.50 | 1211 |
| 11/21/2016 | 1155.80 | 1214.25 |
| 11/22/2016 | 1155.40 | 1212.25 |
| 11/23/2016 | 1132.50 | 1185.35 |
| 11/25/2016 | 1126.10 | 1187.7 |
| 11/28/2016 | 1138.00 | 1187 |
| 11/29/2016 | 1132.70 | 1186.55 |
| 11/30/2016 | 1117.50 | 1178.1 |
| 12/1/2016 | 1115.40 | 1161.85 |
| 12/2/2016 | 1121.40 | 1173.5 |
| 12/5/2016 | 1115.40 | 1162.2 |
| 12/6/2016 | 1114.30 | 1172.5 |
| 12/7/2016 | 1118.30 | 1177.65 |
| 12/8/2016 | 1115.70 | 1171.05 |
| 12/9/2016 | 1104.00 | 1163.6 |
| 12/12/2016 | 1108.20 | 1156.1 |
| 12/13/2016 | 1104.50 | 1158.55 |
| 12/14/2016 | 1088.30 | 1162.25 |
| 12/15/2016 | 1073.40 | 1126.95 |
| 12/16/2016 | 1080.50 | 1131.6 |
| 12/19/2016 | 1085.90 | 1136.25 |
| 12/20/2016 | 1077.90 | 1125.7 |
| 12/21/2016 | 1078.50 | 1133.65 |
| 12/22/2016 | 1075.90 | 1131.35 |
| 12/23/2016 | 1079.30 | 1131.35 |
| 12/27/2016 | 1085.60 | 1131.35 |
| 12/28/2016 | 1088.60 | 1134.6 |
| 12/29/2016 | 1102.90 | 1145.9 |
| 12/30/2016 | 1096.10 | 1145.9 |
| 1/3/2017 | 1104.70 | 1151 |
| 1/4/2017 | 1108.60 | 1164.25 |
| 1/5/2017 | 1125.80 | 1176.7 |
| 1/6/2017 | 1117.50 | 1175.85 |
| 1/9/2017 | 1126.70 | 1178.5 |
| 1/10/2017 | 1131.50 | 1189.5 |
| 1/11/2017 | 1135.00 | 1178.55 |
| 1/12/2017 | 1139.10 | 1205.05 |
| 1/13/2017 | 1142.10 | 1190.35 |
| 1/17/2017 | 1158.50 | 1216.05 |
| 1/18/2017 | 1148.70 | 1214.75 |
| 1/19/2017 | 1147.70 | 1196.05 |
| 1/20/2017 | 1150.50 | 1200.55 |
| 1/23/2017 | 1157.90 | 1212.85 |
| 1/24/2017 | 1152.70 | 1216.8 |
| 1/25/2017 | 1143.20 | 1195 |
| 1/26/2017 | 1132.60 | 1189.7 |
| 1/27/2017 | 1134.90 | 1184.85 |
| 1/30/2017 | 1139.70 | 1192.8 |
| 1/31/2017 | 1155.50 | 1212.8 |
| 2/1/2017 | 1152.00 | 1203.65 |
| 2/2/2017 | 1158.40 | 1221.95 |
| 2/3/2017 | 1161.30 | 1215.2 |
| 2/6/2017 | 1177.00 | 1226.75 |
| 2/7/2017 | 1174.60 | 1231 |
| 2/8/2017 | 1181.90 | 1242.1 |
| 2/9/2017 | 1172.90 | 1236.8 |
| 2/10/2017 | 1176.00 | 1228.3 |
| 2/13/2017 | 1168.00 | 1222.25 |
| 2/14/2017 | 1169.30 | 1230.75 |
| 2/15/2017 | 1174.50 | 1224.4 |
| 2/16/2017 | 1180.80 | 1240.55 |
| 2/17/2017 | 1176.80 | 1241.95 |
| 2/21/2017 | 1177.50 | 1233.2 |
| 2/22/2017 | 1179.10 | 1236.65 |
| 2/23/2017 | 1189.40 | 1247.9 |
| 2/24/2017 | 1197.00 | 1253.65 |
| 2/27/2017 | 1191.20 | 1257.2 |
| 2/28/2017 | 1192.30 | 1255.6 |
| 3/1/2017 | 1190.60 | 1240.4 |
| 3/2/2017 | 1175.80 | 1238.1 |
| 3/3/2017 | 1175.10 | 1226.5 |
| 3/6/2017 | 1167.20 | 1230.95 |
| 3/7/2017 | 1157.80 | 1216.65 |
| 3/8/2017 | 1150.60 | 1209.2 |
| 3/9/2017 | 1144.70 | 1206.55 |
| 3/10/2017 | 1147.20 | 1202.65 |
| 3/13/2017 | 1147.40 | 1204.2 |
| 3/14/2017 | 1141.20 | 1204.6 |
| 3/15/2017 | 1162.50 | 1198.8 |
| 3/16/2017 | 1167.30 | 1229.35 |
| 3/17/2017 | 1169.90 | 1229.6 |
| 3/20/2017 | 1175.10 | 1232.4 |
| 3/21/2017 | 1185.40 | 1241.6 |
| 3/22/2017 | 1188.30 | 1249.05 |
| 3/23/2017 | 1186.70 | 1247.5 |
| 3/24/2017 | 1188.60 | 1247.5 |
| 3/27/2017 | 1195.30 | 1257.55 |
| 3/28/2017 | 1190.40 | 1257.25 |
| 3/29/2017 | 1193.30 | 1251.1 |
| 3/30/2017 | 1184.70 | 1248.8 |
| 3/31/2017 | 1187.20 | 1244.85 |
| 4/3/2017 | 1193.50 | 1247.25 |
| 4/4/2017 | 1196.20 | 1257.65 |
| 4/5/2017 | 1196.20 | 1245.8 |
| 4/6/2017 | 1191.80 | 1252.5 |
| 4/7/2017 | 1194.60 | 1266.45 |
| 4/10/2017 | 1194.60 | 1250.05 |
| 4/11/2017 | 1211.90 | 1252.9 |
| 4/12/2017 | 1220.20 | 1274.3 |
| 4/13/2017 | 1226.00 | 1284.15 |
| 4/17/2017 | 1222.40 | 1284.15 |
| 4/18/2017 | 1228.20 | 1278.95 |
| 4/19/2017 | 1217.30 | 1279.05 |
| 4/20/2017 | 1219.60 | 1282.1 |
| 4/21/2017 | 1223.10 | 1281.85 |
| 4/24/2017 | 1214.80 | 1269.4 |
| 4/25/2017 | 1202.50 | 1267.8 |
| 4/26/2017 | 1208.40 | 1261.85 |
| 4/27/2017 | 1203.90 | 1262.8 |
| 4/28/2017 | 1207.70 | 1266.45 |
| 5/1/2017 | 1196.70 | 1266.45 |
| 5/2/2017 | 1196.50 | 1255.45 |
| 5/3/2017 | 1179.80 | 1250.3 |
| 5/4/2017 | 1167.90 | 1228.45 |
| 5/5/2017 | 1170.10 | 1228.05 |
| 5/8/2017 | 1167.50 | 1229.8 |
| 5/9/2017 | 1160.50 | 1220.4 |
| 5/10/2017 | 1160.40 | 1222.95 |
| 5/11/2017 | 1165.00 | 1223.15 |
| 5/12/2017 | 1168.30 | 1231.25 |
| 5/15/2017 | 1171.40 | 1233.3 |
| 5/16/2017 | 1176.50 | 1234.2 |
| 5/17/2017 | 1197.90 | 1257.4 |
| 5/18/2017 | 1188.10 | 1255.9 |
| 5/19/2017 | 1194.00 | 1252 |
| 5/22/2017 | 1199.00 | 1258.85 |
| 5/23/2017 | 1191.40 | 1260.2 |
| 5/24/2017 | 1196.10 | 1252.55 |
| 5/25/2017 | 1194.80 | 1256.95 |
| 5/26/2017 | 1205.40 | 1265.05 |
| 5/30/2017 | 1201.40 | 1262.7 |
| 5/31/2017 | 1206.20 | 1266.2 |
| 6/1/2017 | 1207.20 | 1264.85 |
| 6/2/2017 | 1216.10 | 1274.95 |
| 6/5/2017 | 1217.30 | 1279.95 |
| 6/6/2017 | 1231.00 | 1293.5 |
| 6/7/2017 | 1224.50 | 1291 |
| 6/8/2017 | 1216.50 | 1273.1 |
| 6/9/2017 | 1205.40 | 1266.55 |
| 6/12/2017 | 1203.60 | 1266.4 |
| 6/13/2017 | 1204.80 | 1262 |
| 6/14/2017 | 1275.50 | 1198.2 |
| 6/15/2017 | 1254.55 | 1193.2 |
| 6/16/2017 | 1255.40 | 1193.39996 |
| 6/19/2017 | 1248.15 | 1184.3 |
| 6/20/2017 | 1242.20 | 1181.8 |
| 6/21/2017 | 1242.50 | 1185.19997 |
| 6/22/2017 | 1250.80 | 1189.19998 |
| 6/23/2017 | 1255.70 | 1194.3 |
| 6/26/2017 | 1245.25 | 1183.60001 |
| 6/27/2017 | 1249.55 | 1188.09998 |
| 6/28/2017 | 1248.00 | 1189.00002 |
| 6/29/2017 | 1243.50 | 1183.2 |
| 6/30/2017 | 1180.20 | 1242.25 |
| 7/3/2017 | 1160.90 | 1229.25 |
| 7/5/2017 | 1165.20 | 1220.3 |
| 7/6/2017 | 1164.70 | 1224.9 |
| 7/7/2017 | 1152.80 | 1215.65 |
| 7/10/2017 | 1154.70 | 1211.9 |
| 7/11/2017 | 1156.20 | 1211.05 |
| 7/12/2017 | 1160.30 | 1218.8 |
| 7/13/2017 | 1158.20 | 1218.9 |
| 7/14/2017 | 1167.70 | 1230.3 |
| 7/17/2017 | 1172.90 | 1234.1 |
| 7/18/2017 | 1181.10 | 1240.75 |
| 7/19/2017 | 1180.80 | 1242.15 |
| 7/20/2017 | 1182.40 | 1238.7 |
| 7/21/2017 | 1192.60 | 1248.55 |
| 7/24/2017 | 1193.10 | 1255.55 |
| 7/25/2017 | 1189.20 | 1254.4 |
| 7/26/2017 | 1198.80 | 1248.1 |
| 7/27/2017 | 1197.90 | 1261.1 |
| 7/28/2017 | 1206.90 | 1264.9 |
| 7/31/2017 | 1207.50 | 1267.55 |
| 8/1/2017 | 1206.50 | 1270.95 |
| 8/2/2017 | 1204.00 | 1269.6 |
| 8/3/2017 | 1205.90 | 1268.1 |
| 8/4/2017 | 1196.50 | 1257.7 |
| 8/7/2017 | 1195.10 | 1258 |
| 8/8/2017 | 1198.60 | 1261.8 |
| 8/9/2017 | 1213.10 | 1271.05 |
| 8/10/2017 | 1222.10 | 1284.4 |
| 8/11/2017 | 1227.90 | 1286.1 |
| 8/14/2017 | 1219.20 | 1282.3 |
| 8/15/2017 | 1209.80 | 1270.3 |
| 8/16/2017 | 1218.70 | 1272.75 |
| 8/17/2017 | 1224.90 | 1285.15 |
| 8/18/2017 | 1223.00 | 1295.8 |
| 8/21/2017 | 1227.60 | 1292.9 |
| 8/22/2017 | 1222.10 | 1284.2 |
| 8/23/2017 | 1226.70 | 1286.65 |
| 8/24/2017 | 1222.90 | 1289 |
| 8/25/2017 | 1227.40 | 1285.3 |
| 8/28/2017 | 1246.90 | 1285.3 |
| 8/29/2017 | 1244.20 | 1318.65 |
| 8/30/2017 | 1243.60 | 1308.5 |
| 8/31/2017 | 1258.20 | 1311.75 |
| 9/1/2017 | 1260.60 | 1320.4 |
| 9/5/2017 | 1274.60 | 1335.55 |
| 9/6/2017 | 1268.10 | 1337.85 |
| 9/7/2017 | 1281.30 | 1343.5 |
| 9/8/2017 | 1279.70 | 1346.25 |
| 9/11/2017 | 1261.90 | 1334.2 |
| 9/12/2017 | 1265.60 | 1326.5 |
| 9/13/2017 | 1256.10 | 1327.55 |
| 9/14/2017 | 1261.60 | 1324.55 |
| 9/15/2017 | 1255.30 | 1322.85 |
| 9/18/2017 | 1243.60 | 1312.1 |
| 9/19/2017 | 1246.20 | 1309.6 |
| 9/20/2017 | 1236.20 | 1311.3 |
| 9/21/2017 | 1226.80 | 1292.1 |
| 9/22/2017 | 1232.40 | 1294.8 |
| 9/25/2017 | 1245.30 | 1293.3 |
| 9/26/2017 | 1231.40 | 1300.05 |
| 9/27/2017 | 1219.80 | 1282.55 |
| 9/28/2017 | 1222.10 | 1283.35 |
| 9/29/2017 | 1215.80 | 1283.1 |
| 10/2/2017 | 1207.70 | 1273.7 |
| 10/3/2017 | 1208.30 | 1271.25 |
| 10/4/2017 | 1211.70 | 1274.25 |
| 10/5/2017 | 1205.20 | 1274.5 |
| 10/6/2017 | 1210.90 | 1261.8 |
| 10/9/2017 | 1220.80 | 1278.75 |
| 10/10/2017 | 1224.00 | 1291.4 |
| 10/11/2017 | 1227.90 | 1289.25 |
| 10/12/2017 | 1228.90 | 1290.25 |
| 10/13/2017 | 1238.20 | 1299.6 |
| 10/16/2017 | 1229.70 | 1303.3 |
| 10/17/2017 | 1221.30 | 1284.75 |
| 10/18/2017 | 1216.70 | 1280.2 |
| 10/19/2017 | 1223.90 | 1286.4 |
| 10/20/2017 | 1216.10 | 1281.2 |
| 10/23/2017 | 1218.00 | 1274.9 |
| 10/24/2017 | 1213.30 | 1276.45 |
| 10/25/2017 | 1213.50 | 1275 |
| 10/26/2017 | 1203.30 | 1273.75 |
| 10/27/2017 | 1266.45 | 1209.00002 |
| 10/30/2017 | 1272.00 | 1211.29997 |
| 10/31/2017 | 1270.15 | 1206.69998 |
| 11/1/2017 | 1277.05 | 1211.10001 |
| 11/2/2017 | 1279.20 | 1211.90002 |
| 11/3/2017 | 1267.20 | 1206.20003 |
| 11/6/2017 | 1270.90 | 1216.50002 |
| 11/7/2017 | 1275.60 | 1212.09999 |
| 11/8/2017 | 1284.00 | 1216.29997 |
| 11/9/2017 | 1284.80 | 1221.29997 |
| 11/10/2017 | 1284.30 | 1211.29997 |
| 11/13/2017 | 1277.95 | 1213.09998 |
| 11/14/2017 | 1274.60 | 1215.59998 |
| 11/15/2017 | 1282.20 | 1214.10004 |
| 11/16/2017 | 1280.00 | 1214.00002 |
| 11/17/2017 | 1284.35 | 1228.60001 |
| 11/20/2017 | 1286.20 | 1213.09998 |
| 11/21/2017 | 1283.30 | 1215.10002 |
| 11/22/2017 | 1286.95 | 1226.29997 |
| 11/24/2017 | 1290.50 | 1223.2 |
| 11/27/2017 | 1294.90 | 1228.30002 |
| 11/28/2017 | 1291.85 | 1228.09998 |
| 11/29/2017 | 1283.85 | 1220.40001 |
| 11/30/2017 | 1280.20 | 1210.99998 |
| 12/1/2017 | 1275.50 | 1215.89996 |
| 12/4/2017 | 1273.45 | 1211.8 |
| 12/5/2017 | 1266.30 | 1203.2 |
| 12/6/2017 | 1200.70 | 1263.7 |
| 12/7/2017 | 1184.90 | 1255 |
| 12/8/2017 | 1184.80 | 1250.65 |
| 12/11/2017 | 1180.10 | 1247.15 |
| 12/12/2017 | 1181.50 | 1240.9 |
| 12/13/2017 | 1191.70 | 1242.65 |
| 12/14/2017 | 1189.30 | 1251 |
| 12/15/2017 | 1191.80 | 1254.6 |
| 12/18/2017 | 1197.30 | 1260.6 |
| 12/19/2017 | 1198.20 | 1260.35 |
| 12/20/2017 | 1201.40 | 1264.55 |
| 12/21/2017 | 1203.10 | 1264.55 |
| 12/22/2017 | 1209.40 | 1264.55 |
| 12/26/2017 | 1217.70 | 1264.55 |
| 12/27/2017 | 1222.30 | 1279.4 |
| 12/28/2017 | 1228.50 | 1291 |
| 12/29/2017 | 1236.50 | 1291 |
| 1/2/2018 | 1251.50 | 1312.05 |
| 1/3/2018 | 1248.20 | 1314.9 |
| 1/4/2018 | 1254.60 | 1314.5 |
| 1/5/2018 | 1253.30 | 1317.15 |
| 1/8/2018 | 1253.10 | 1319.95 |
| 1/9/2018 | 1247.30 | 1311 |
| 1/10/2018 | 1250.30 | 1319.75 |
| 1/11/2018 | 1254.40 | 1323.05 |
| 1/12/2018 | 1269.60 | 1326.8 |
| 1/16/2018 | 1271.70 | 1333.85 |
| 1/17/2018 | 1261.40 | 1335.65 |
| 1/18/2018 | 1258.60 | 1332.2 |
| 1/19/2018 | 1264.20 | 1334.95 |
| 1/22/2018 | 1266.50 | 1332.6 |
| 1/23/2018 | 1272.80 | 1333.4 |
| 1/24/2018 | 1288.30 | 1353.7 |
| 1/25/2018 | 1279.70 | 1354.95 |
| 1/26/2018 | 1280.70 | 1353.15 |
| 1/29/2018 | 1273.50 | 1343.85 |
| 1/30/2018 | 1268.00 | 1344.9 |
| 1/31/2018 | 1276.50 | 1345.05 |
| 2/1/2018 | 1280.70 | 1341.35 |
| 2/2/2018 | 1263.90 | 1331.15 |
| 2/5/2018 | 1267.10 | 1333.6 |
| 2/6/2018 | 1253.80 | 1331.4 |
| 2/7/2018 | 1247.90 | 1324.65 |
| 2/8/2018 | 1249.80 | 1315.45 |
| 2/9/2018 | 1247.70 | 1314.1 |
| 2/12/2018 | 1253.70 | 1322.3 |
| 2/13/2018 | 1260.80 | 1325.35 |
| 2/14/2018 | 1282.30 | 1336.25 |
| 2/15/2018 | 1283.80 | 1352.45 |
| 2/16/2018 | 1279.60 | 1352.1 |
| 2/20/2018 | 1262.40 | 1339.85 |
| 2/21/2018 | 1256.60 | 1330.5 |
| 2/22/2018 | 1263.00 | 1328.35 |
| 2/23/2018 | 1261.40 | 1327.95 |
| 2/26/2018 | 1264.50 | 1333.5 |
| 2/27/2018 | 1251.30 | 1325.75 |
| 2/28/2018 | 1250.00 | 1317.85 |
| 3/1/2018 | 1247.20 | 1307.75 |
| 3/2/2018 | 1253.90 | 1322.3 |
| 3/5/2018 | 1251.80 | 1320.4 |
| 3/6/2018 | 1265.30 | 1331.4 |
| 3/7/2018 | 1257.20 | 1329.4 |
| 3/8/2018 | 1254.20 | 1321 |
| 3/9/2018 | 1255.40 | 1320.6 |
| 3/12/2018 | 1255.40 | 1319.15 |
| 3/13/2018 | 1257.80 | 1322.75 |
| 3/14/2018 | 1257.00 | 1323.55 |
| 3/15/2018 | 1249.00 | 1318.75 |
| 3/16/2018 | 1246.00 | 1310.1 |
| 3/19/2018 | 1248.70 | 1312.4 |
| 3/20/2018 | 1243.10 | 1311 |
| 3/21/2018 | 1264.80 | 1321.35 |
| 3/22/2018 | 1259.80 | 1329.15 |
| 3/23/2018 | 1276.10 | 1346.6 |
| 3/26/2018 | 1282.80 | 1352.4 |
| 3/27/2018 | 1274.90 | 1341.45 |
| 3/28/2018 | 1257.30 | 1332.45 |
| 3/29/2018 | 1257.90 | 1323.85 |
| 4/2/2018 | 1272.60 | 1323.85 |
| 4/3/2018 | 1263.00 | 1333.45 |
| 4/4/2018 | 1264.50 | 1337.3 |
| 4/5/2018 | 1258.00 | 1327.7 |
| 4/6/2018 | 1263.90 | 1331.2 |
| 4/9/2018 | 1268.20 | 1331.95 |
| 4/10/2018 | 1271.20 | 1338.95 |
| 4/11/2018 | 1281.10 | 1350.75 |
| 4/12/2018 | 1266.20 | 1341.35 |
| 4/13/2018 | 1274.50 | 1343.7 |
| 4/16/2018 | 1276.30 | 1349.35 |
| 4/17/2018 | 1277.50 | 1342.1 |
| 4/18/2018 | 1278.50 | 1351.45 |
| 4/19/2018 | 1276.00 | 1348.6 |
| 4/20/2018 | 1336.75 | 1266.29997 |
| 4/23/2018 | 1324.30 | 1256.20003 |
| 4/24/2018 | 1328.85 | 1262.30003 |
| 4/25/2018 | 1321.65 | 1254.10004 |
| 4/26/2018 | 1320.70 | 1249.70001 |
| 4/27/2018 | 1321.50 | 1255 |
| 4/30/2018 | 1313.20 | 1245.89996 |
| 5/1/2018 | 1237.10 | 1307.1 |
| 5/2/2018 | 1236.50 | 1304.2 |
| 5/3/2018 | 1242.80 | 1315.05 |
| 5/4/2018 | 1245.40 | 1309.4 |
| 5/7/2018 | 1245.70 | 1309.4 |
| 5/8/2018 | 1245.90 | 1306.6 |
| 5/9/2018 | 1243.30 | 1313.85 |
| 5/10/2018 | 1251.80 | 1318.8 |
| 5/11/2018 | 1250.00 | 1324.35 |
| 5/14/2018 | 1244.90 | 1319.85 |
| 5/15/2018 | 1224.80 | 1295 |
| 5/16/2018 | 1222.90 | 1291.25 |
| 5/17/2018 | 1223.60 | 1289.5 |
| 5/18/2018 | 1224.10 | 1288.3 |
| 5/21/2018 | 1224.80 | 1288.35 |
| 5/22/2018 | 1224.10 | 1293.05 |
| 5/23/2018 | 1225.40 | 1289 |
| 5/24/2018 | 1235.90 | 1304.85 |
| 5/25/2018 | 1232.10 | 1303.5 |
| 5/29/2018 | 1231.90 | 1295.5 |
| 5/30/2018 | 1233.70 | 1300.7 |
| 5/31/2018 | 1231.00 | 1305.35 |
| t-Test: Two-Sample Assuming Unequal Variances |
| SPDR_GOLD_ETF_0.1Ounce | GOLD_PRICE_1_Ounce | |
| Mean | 1201.06660020096 | 1241.20864135852 |
| Variance | 5305.07820416144 | 5454.77934153885 |
| Observations | 1244 | 1244 |
| Hypothesized Mean Difference | 0 | |
| df | 2486 | |
| t Stat | -13.6491743482662 | |
| P(T<=t) one-tail | 2.94266333433614E-41 | |
| t Critical one-tail | 2.32784882983924 | |
| P(T<=t) two-tail | 5.88532666867229E-41 | |
| t Critical two-tail | 2.577808427994 |
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