Question
We have studied various forecasting methods throughout the term. Use Reported Pandemic Deaths Data to answer the questions pertaining using MA(2), Exponential Smoothing (alpha =
We have studied various forecasting methods throughout the term. Use Reported Pandemic Deaths Data to answer the questions pertaining using MA(2), Exponential Smoothing (alpha = .9) and regression to make forecasts and compute MAE, MSE, and MAPE. The data goes from May 1 to December 2. Also, May 1 starts at day 76 which is fine.
Using a regression model with Times (Days) as the predictor compute Mean Absolute Percentage Error (MAPE).
Select one:
a.
4.05%
b.
1.35%
c.
2.09%
d.
.25%
Date | Time (Days) | Reported Deaths |
1-May | 76 | 61,356 |
2-May | 77 | 62,918 |
3-May | 78 | 64,150 |
4-May | 79 | 65,185 |
5-May | 80 | 67,637 |
6-May | 81 | 69,585 |
7-May | 82 | 72,337 |
8-May | 83 | 74,135 |
9-May | 84 | 75,580 |
10-May | 85 | 76,616 |
11-May | 86 | 77,508 |
12-May | 87 | 78,994 |
13-May | 88 | 80,698 |
14-May | 89 | 82,577 |
15-May | 90 | 84,084 |
16-May | 91 | 85,071 |
17-May | 92 | 85,920 |
18-May | 93 | 86,768 |
19-May | 94 | 88,094 |
20-May | 95 | 89,493 |
21-May | 96 | 90,887 |
22-May | 97 | 92,228 |
23-May | 98 | 93,291 |
24-May | 99 | 93,971 |
25-May | 100 | 94,530 |
26-May | 101 | 95,175 |
27-May | 102 | 96,496 |
28-May | 103 | 97,727 |
29-May | 104 | 98,911 |
30-May | 105 | 99,843 |
31-May | 106 | 100,495 |
1-Jun | 107 | 101,163 |
2-Jun | 108 | 102,125 |
3-Jun | 109 | 103,118 |
4-Jun | 110 | 104,011 |
5-Jun | 111 | 104,837 |
6-Jun | 112 | 105,565 |
7-Jun | 113 | 106,012 |
8-Jun | 114 | 106,673 |
9-Jun | 115 | 107,575 |
10-Jun | 116 | 108,462 |
11-Jun | 117 | 109,361 |
12-Jun | 118 | 110,136 |
13-Jun | 119 | 110,830 |
14-Jun | 120 | 111,186 |
15-Jun | 121 | 111,567 |
16-Jun | 122 | 112,297 |
17-Jun | 123 | 113,064 |
18-Jun | 124 | 113,769 |
19-Jun | 125 | 114,424 |
20-Jun | 126 | 115,053 |
21-Jun | 127 | 115,347 |
22-Jun | 128 | 115,633 |
23-Jun | 129 | 116,343 |
24-Jun | 130 | 117,067 |
25-Jun | 131 | 117,714 |
26-Jun | 132 | 118,351 |
27-Jun | 133 | 118,862 |
28-Jun | 134 | 119,133 |
29-Jun | 135 | 119,465 |
30-Jun | 136 | 120,061 |
1-Jul | 137 | 120,762 |
2-Jul | 138 | 121,457 |
3-Jul | 139 | 122,055 |
4-Jul | 140 | 122,361 |
5-Jul | 141 | 122,570 |
6-Jul | 142 | 122,813 |
7-Jul | 143 | 123,736 |
8-Jul | 144 | 124,543 |
9-Jul | 145 | 125,410 |
10-Jul | 146 | 126,264 |
11-Jul | 147 | 127,021 |
12-Jul | 148 | 127,497 |
13-Jul | 149 | 127,824 |
14-Jul | 150 | 128,560 |
15-Jul | 151 | 129,418 |
16-Jul | 152 | 130,365 |
17-Jul | 153 | 131,316 |
18-Jul | 154 | 132,188 |
19-Jul | 155 | 132,715 |
20-Jul | 156 | 133,078 |
21-Jul | 157 | 134,117 |
22-Jul | 158 | 135,288 |
23-Jul | 159 | 136,344 |
24-Jul | 160 | 137,520 |
25-Jul | 161 | 138,543 |
26-Jul | 162 | 139,102 |
27-Jul | 163 | 140,162 |
28-Jul | 164 | 141,284 |
29-Jul | 165 | 142,776 |
30-Jul | 166 | 144,035 |
31-Jul | 167 | 145,347 |
1-Aug | 168 | 146,537 |
2-Aug | 169 | 147,035 |
3-Aug | 170 | 147,554 |
4-Aug | 171 | 148,809 |
5-Aug | 172 | 150,155 |
6-Aug | 173 | 151,406 |
7-Aug | 174 | 152,739 |
8-Aug | 175 | 153,828 |
9-Aug | 176 | 154,444 |
10-Aug | 177 | 154,870 |
11-Aug | 178 | 156,196 |
12-Aug | 179 | 157,715 |
13-Aug | 180 | 158,878 |
14-Aug | 181 | 160,094 |
15-Aug | 182 | 161,315 |
16-Aug | 183 | 161,934 |
17-Aug | 184 | 162,341 |
18-Aug | 185 | 163,537 |
19-Aug | 186 | 164,957 |
20-Aug | 187 | 166,091 |
21-Aug | 188 | 167,214 |
22-Aug | 189 | 168,243 |
23-Aug | 190 | 168,815 |
24-Aug | 191 | 169,158 |
25-Aug | 192 | 170,305 |
26-Aug | 193 | 171,603 |
27-Aug | 194 | 172,732 |
28-Aug | 195 | 173,756 |
29-Aug | 196 | 174,771 |
30-Aug | 197 | 175,246 |
31-Aug | 198 | 175,612 |
1-Sep | 199 | 176,639 |
2-Sep | 200 | 177,671 |
3-Sep | 201 | 178,741 |
4-Sep | 202 | 179,739 |
5-Sep | 203 | 180,657 |
6-Sep | 204 | 181,106 |
7-Sep | 205 | 181,331 |
8-Sep | 206 | 181,689 |
9-Sep | 207 | 182,773 |
10-Sep | 208 | 183,943 |
11-Sep | 209 | 184,961 |
12-Sep | 210 | 185,771 |
13-Sep | 211 | 186,161 |
14-Sep | 212 | 186,565 |
15-Sep | 213 | 187,596 |
16-Sep | 214 | 188,796 |
17-Sep | 215 | 189,659 |
18-Sep | 216 | 190,560 |
19-Sep | 217 | 191,300 |
20-Sep | 218 | 191,627 |
21-Sep | 219 | 191,914 |
22-Sep | 220 | 192,768 |
23-Sep | 221 | 193,927 |
24-Sep | 222 | 194,848 |
25-Sep | 223 | 195,692 |
26-Sep | 224 | 196,561 |
27-Sep | 225 | 196,868 |
28-Sep | 226 | 197,125 |
29-Sep | 227 | 197,864 |
30-Sep | 228 | 198,925 |
1-Oct | 229 | 199,776 |
2-Oct | 230 | 200,611 |
3-Oct | 231 | 201,352 |
4-Oct | 232 | 201,715 |
5-Oct | 233 | 202,041 |
6-Oct | 234 | 202,675 |
7-Oct | 235 | 203,591 |
8-Oct | 236 | 204,577 |
9-Oct | 237 | 205,470 |
10-Oct | 238 | 206,135 |
11-Oct | 239 | 206,601 |
12-Oct | 240 | 206,888 |
13-Oct | 241 | 207,578 |
14-Oct | 242 | 208,389 |
15-Oct | 243 | 209,340 |
16-Oct | 244 | 210,217 |
17-Oct | 245 | 210,997 |
18-Oct | 246 | 211,390 |
19-Oct | 247 | 211,846 |
20-Oct | 248 | 212,678 |
21-Oct | 249 | 213,702 |
22-Oct | 250 | 214,845 |
23-Oct | 251 | 218,965 |
24-Oct | 252 | 222102 |
25-Oct | 253 | 222618 |
26-Oct | 254 | 222976 |
27-Oct | 255 | 223625 |
28-Oct | 256 | 224559 |
29-Oct | 257 | 225477 |
30-Oct | 258 | 226482 |
31-Oct | 259 | 227439 |
1-Nov | 260 | 228180 |
2-Nov | 261 | 228589 |
3-Nov | 262 | 229129 |
4-Nov | 263 | 230397 |
5-Nov | 264 | 231543 |
6-Nov | 265 | 232657 |
7-Nov | 266 | 233817 |
8-Nov | 267 | 234716 |
9-Nov | 268 | 235154 |
10-Nov | 269 | 236062 |
11-Nov | 270 | 237350 |
12-Nov | 271 | 238858 |
13-Nov | 272 | 239634 |
14-Nov | 273 | 241179 |
15-Nov | 274 | 242363 |
16-Nov | 275 | 242953 |
17-Nov | 276 | 243674 |
18-Nov | 277 | 245090 |
19-Nov | 278 | 246956 |
20-Nov | 279 | 249162 |
21-Nov | 280 | 250782 |
22-Nov | 281 | 251740 |
23-Nov | 282 | 253097 |
24-Nov | 283 | 254496 |
25-Nov | 284 | 256408 |
26-Nov | 285 | 258619 |
27-Nov | 286 | 259848 |
28-Nov | 287 | 261040 |
29-Nov | 288 | 262287 |
30-Nov | 289 | 263039 |
1-Dec | 290 | 264463 |
2-Dec | 291 | 266769 |
3-Dec |
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