Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 339 | NA | NA | 1.80269 | NA |
2 | 139 | NA | NA | 0.991479 | NA |
3 | 186 | NA | NA | 1.02652 | NA |
4 | 155 | NA | NA | 1.08871 | NA |
5 | 153 | NA | NA | 0.972388 | NA |
6 | 222 | NA | NA | 1.23001 | NA |
7 | 102 | 148.537 | 165.792 | 0.895923 | 0.686699 |
8 | 107 | 157.096 | 171 | 0.91869 | 0.681112 |
9 | 188 | 186.549 | 176.5 | 1.05693 | 1.00778 |
10 | 162 | 195.978 | 183.208 | 1.0697 | 0.826625 |
11 | 185 | 152.827 | 189.375 | 0.807006 | 1.21052 |
12 | 24 | 26.9986 | 192.917 | 0.13995 | 0.888935 |
13 | 394 | 358.961 | 199.125 | 1.80269 | 1.09761 |
14 | 209 | 210.441 | 212.25 | 0.991479 | 0.99315 |
15 | 248 | 228.743 | 222.833 | 1.02652 | 1.08419 |
16 | 254 | 249.315 | 229 | 1.08871 | 1.01879 |
17 | 202 | 230.253 | 236.792 | 0.972388 | 0.877294 |
18 | 258 | 297.149 | 241.583 | 1.23001 | 0.868252 |
19 | 215 | 219.613 | 245.125 | 0.895923 | 0.978994 |
20 | 309 | 232.735 | 253.333 | 0.91869 | 1.32769 |
21 | 240 | 276.521 | 261.625 | 1.05693 | 0.867928 |
22 | 258 | 286.768 | 268.083 | 1.0697 | 0.899681 |
23 | 276 | 223.07 | 276.417 | 0.807006 | 1.23728 |
24 | 48 | 39.5416 | 282.542 | 0.13995 | 1.21391 |
25 | 455 | 518.649 | 287.708 | 1.80269 | 0.877279 |
26 | 345 | 287.322 | 289.792 | 0.991479 | 1.20074 |
27 | 311 | 298.205 | 290.5 | 1.02652 | 1.04291 |
28 | 346 | 320.717 | 294.583 | 1.08871 | 1.07883 |
29 | 310 | 284.667 | 292.75 | 0.972388 | 1.08899 |
30 | 297 | 353.729 | 287.583 | 1.23001 | 0.839626 |
31 | 300 | 251.381 | 280.583 | 0.895923 | 1.19341 |
32 | 274 | 247.319 | 269.208 | 0.91869 | 1.10788 |
33 | 292 | 271.764 | 257.125 | 1.05693 | 1.07446 |
34 | 304 | 262.566 | 245.458 | 1.0697 | 1.1578 |
35 | 186 | 190.184 | 235.667 | 0.807006 | 0.977998 |
36 | 14 | 32.0659 | 229.125 | 0.13995 | 0.4366 |
37 | 321 | 404.253 | 224.25 | 1.80269 | 0.794056 |
38 | 206 | 215.523 | 217.375 | 0.991479 | 0.955815 |
39 | 160 | 221.985 | 216.25 | 1.02652 | 0.720769 |
40 | 217 | 239.789 | 220.25 | 1.08871 | 0.904962 |
41 | 204 | 214.006 | 220.083 | 0.972388 | 0.953243 |
42 | 246 | 270.601 | 220 | 1.23001 | 0.909087 |
43 | 234 | 206.846 | 230.875 | 0.895923 | 1.13127 |
44 | 175 | 220.6 | 240.125 | 0.91869 | 0.793289 |
45 | 364 | 255.91 | 242.125 | 1.05693 | 1.42237 |
46 | 328 | 264.438 | 247.208 | 1.0697 | 1.24036 |
47 | 158 | 202.424 | 250.833 | 0.807006 | 0.78054 |
48 | 40 | 35.2964 | 252.208 | 0.13995 | 1.13326 |
49 | 556 | 455.63 | 252.75 | 1.80269 | 1.22029 |
50 | 193 | 254.025 | 256.208 | 0.991479 | 0.759767 |
51 | 221 | 260.48 | 253.75 | 1.02652 | 0.848434 |
52 | 278 | 269.094 | 247.167 | 1.08871 | 1.0331 |
53 | 230 | 241.395 | 248.25 | 0.972388 | 0.952794 |
54 | 253 | 308.219 | 250.583 | 1.23001 | 0.820846 |
55 | 240 | 224.839 | 250.958 | 0.895923 | 1.06743 |
56 | 252 | 233.883 | 254.583 | 0.91869 | 1.07746 |
57 | 228 | 280.704 | 265.583 | 1.05693 | 0.812243 |
58 | 306 | 295.861 | 276.583 | 1.0697 | 1.03427 |
59 | 206 | 228.652 | 283.333 | 0.807006 | 0.900934 |
60 | 48 | 41.3667 | 295.583 | 0.13995 | 1.16035 |
61 | 557 | 553.201 | 306.875 | 1.80269 | 1.00687 |
62 | 279 | 309.796 | 312.458 | 0.991479 | 0.900593 |
63 | 399 | 327.974 | 319.5 | 1.02652 | 1.21656 |
64 | 364 | 352.879 | 324.125 | 1.08871 | 1.03151 |
65 | 306 | 318.498 | 327.542 | 0.972388 | 0.960761 |
66 | 471 | 406.568 | 330.542 | 1.23001 | 1.15848 |
67 | 293 | 301.18 | 336.167 | 0.895923 | 0.972842 |
68 | 333 | 319.207 | 347.458 | 0.91869 | 1.04321 |
69 | 316 | 373.582 | 353.458 | 1.05693 | 0.845864 |
70 | 329 | 377.336 | 352.75 | 1.0697 | 0.871902 |
71 | 265 | 286.991 | 355.625 | 0.807006 | 0.923372 |
72 | 61 | 50.9358 | 363.958 | 0.13995 | 1.19759 |
73 | 679 | 656.33 | 364.083 | 1.80269 | 1.03454 |
74 | 428 | 350.653 | 353.667 | 0.991479 | 1.22058 |
75 | 394 | 352.482 | 343.375 | 1.02652 | 1.11779 |
76 | 352 | 365.354 | 335.583 | 1.08871 | 0.963449 |
77 | 387 | 323.157 | 332.333 | 0.972388 | 1.19756 |
78 | 590 | 411.334 | 334.417 | 1.23001 | 1.43436 |
79 | 177 | NA | NA | 0.895923 | NA |
80 | 199 | NA | NA | 0.91869 | NA |
81 | 203 | NA | NA | 1.05693 | NA |
82 | 255 | NA | NA | 1.0697 | NA |
83 | 261 | NA | NA | 0.807006 | NA |
84 | 115 | NA | NA | 0.13995 | NA |