An experiment attempts to estimate the average throughput of a communication link.For every second, it measures the number of packets that passed that link in this second.The experiment lasts 200 seconds and the 200 measurements can be found in the file namedhm1prob1.csv ( I can not upload the csv file, added the values below). Using the batch mean method and a batch size of 10, compute the mean throughput (in packets/second) of each batch. Then, show how to compute the overall mean throughout of the communication link and the 90% confidence interval of the mean.Show both the result and the intermediate steps of your computation process.

108.3854 147.3636 120.6844 138.8934 135.093 125.2424 141.9543 135.7979 117.3228 110.3525 116.3118 95.90564 85.97529 93.41158 94.50935 129.6106 98.59427 128.1062 126.6842 98.76556 113.7864 100.2597 94.60489 128.919 142.8118 166.7786 115.3076 139.0943 130.2252 131.7178 156.8749 115.5826 140.1142 143.849 144.5882 102.673 130.2531 113.4887 120.4234 103.9796 96.93792 142.2583 86.84574 147.7936 152.337 83.90201 145.5948 77.66285 96.65329 160.1604 128.947 130.351 118.5957 130.5963 117.7738 109.7933 97.71761 116.6333 137.4073 134.4148 153.2182 117.3157 116.9198 108.5071 122.5463 108.2339 129.8049 147.0536 94.61386 109.2058 91.81007 115.731 127.8936 121.9741 151.1278 130.2603 121.5878 137.2062 123.8911 135.1291 111.8155 104.1043 100.3253 144.2407 133.7761 105.1822 111.5588 122.8281 151.9725 133.2594 131.1344 91.34644 78.17353 116.9263 133.5665 134.091 140.7857 87.06681 86.84796 134.3487 113.1882 139.412 163.1403 152.637 134.3802 150.1149 118.9701 129.493 149.7619 143.4942 146.2324 106.3921 104.2579 98.84822 141.4198 129.918 95.87878 130.6753 115.7619 100.3135 116.4957 135.8206 82.36937 118.534 153.7562 129.3644 87.42083 116.4635 129.6013 120.8238 105.1244 131.0598 136.6278 114.0002 102.2197 136.9841 102.4628 124.793 118.1116 128.4714 133.4054 80.8589 120.4383 101.6985 98.9164 128.2652 120.127 116.7434 136.559 126.5774 114.5029 122.6529 135.7553 113.0776 117.5709 101.3622 153.8091 138.5364 130.767 116.6281 84.42861 84.67709 123.3608 122.8461 124.3328 129.4012 100.1091 110.9209 105.4918 118.9312 130.4582 142.3946 127.2237 146.0274 99.15334 115.0487 132.9635 132.5427 108.7846 140.9951 125.1355 97.80941 103.6454 102.6115 158.0111 92.87965 94.94369 115.1498 135.4751 113.5885 123.4208 147.0774 143.3867 114.0001 100.3651 102.5872 130.8259 100.4084 105.438 132.9722

A1 X A B 108.3854 2 147.3636 3 120.6844 4 138.8934 5 135.093 6 125.2424 7 141.9543 8 135.7979 9 117.3228 10 110.3525 11 116.3118 12 95.90564 13 85.97529 14 93.41158 15 94.50935 16 129.6106 17 98.59427 18 128.1062 19 126.6842 20 98.76556 21 113.7864 22 100.2597 23 94.60489 24 128.919 25 142.8118 26 166.7786 27 115.3076 28 139.0943 29 130.2252 hm1prob1A1 A B 29 130.2252 30 131.7178 31 156.8749 32 115.5826 33 140.1142 34 143.849 35 144.5882 36 102.673 37 130.2531 38 113.4887 39 120.4234 40 103.9796 41 96.93792 42 142.2583 43 86.84574 44 147.7936 45 152.337 46 83.90201 47 145.5948 48 77.66285 49 96.65329 50 160.1604 51 128.947 52 130.351 53 118.5957 54 130.5963 55 117.7738 56 109.7933 57 97.71761A1 X A B 57 97.71761 58 116.6333 59 137.4073 60 134.4148 61 153.2182 62 117.3157 63 116.9198 64 108.5071 65 122.5463 66 108.2339 67 129.8049 68 147.0536 69 94.61386 70 109.2058 71 91.81007 72 115.731 73 127.8936 74 121.9741 75 151.1278 76 130.2603 77 121.5878 78 137.2062 79 123.8911 80 135.1291 81 111.8155 82 104.1043 83 100.3253 84 144.2407 85 133.7761 hm1prob 1A1 X Y A B C 85 133.7761 86 105.1822 87 111.5588 88 122.8281 89 151.9725 90 133.2594 91 131.1344 92 91.34644 93 78.17353 94 116.9263 95 133.5665 96 134.091 97 140.7857 98 87.06681 99 86.84796 100 134.3487 101 113.1882 102 139.412 103 163.1403 104 152.637 105 134.3802 106 150.1149 107 118.9701 108 129.493 109 149.7619 110 143.4942 111 146.2324 112 106.3921 113 104.2579 hm1prob1 +A1 X Y fix A B C D 113 104.2579 114 98.84822 115 141.4198 116 129.918 117 95.87878 118 130.6753 119 115.7619 120 100.3135 121 116.4957 122 135.8206 123 82.36937 124 118.534 125 153.7562 126 129.3644 127 87.42083 128 116.4635 129 129.6013 130 120.8238 131 105.1244 132 131.0598 133 136.6278 134 114.0002 135 102.2197 136 136.9841 137 102.4628 138 124.793 139 118.1116 140 128.4714 141 133.4054 hm 1 prob 1 +A1 X A B C 141 133.4054 142 80.8589 143 120.4383 144 101.6985 145 98.9164 146 128.2652 147 120.127 148 116.7434 149 136.559 150 126.5774 151 114.5029 152 122.6529 153 135.7553 154 113.0776 155 117.5709 156 101.3622 157 153.8091 158 138.5364 159 130.767 160 116.6281 161 84.42861 162 84.67709 163 123.3608 164 122.8461 165 124.3328 166 129.4012 167 100.1091 168 110.9209 169 105.4918 hm1prob 1A1 X Y fi A B C 169 105.4918 170 118.9312 171 130.4582 172 142.3946 173 127.2237 174 146.0274 175 99.15334 176 115.0487 177 132.9635 178 132.5427 179 108.7846 180 140.9951 181 125.1355 182 97.80941 183 103.6454 184 102.6115 185 158.0111 186 92.87965 187 94.94369 188 115.1498 189 135.4751 190 113.5885 191 123.4208 192 147.0774 193 143.3867 194 114.0001 195 100.3651 196 102.5872 197 130.8259 hm 1prob1 +A1 X Y A B C 172 142.3946 173 127.2237 174 146.0274 175 99.15334 176 115.0487 177 132.9635 178 132.5427 179 108.7846 180 140.9951 181 125.1355 182 97.80941 183 103.6454 184 102.6115 185 158.0111 186 92.87965 187 94.94369 188 115.1498 189 135.4751 190 113.5885 191 123.4208 192 147.0774 193 143.3867 194 114.0001 195 100.3651 196 102.5872 197 130.8259 198 100.4084 199 105.438 200 132.9722 hm 1prob 1 +