| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 376 | NA | NA | 18.6950231481481 | NA |
| 2 | 375 | NA | NA | 11.7991898148148 | NA |
| 3 | 374 | NA | NA | 0.820023148148155 | NA |
| 4 | 372 | NA | NA | -0.707754629629636 | NA |
| 5 | 370 | NA | NA | -5.74247685185185 | NA |
| 6 | 369 | NA | NA | -7.8883101851852 | NA |
| 7 | 370 | 359.333912037037 | 372.625 | -13.2910879629630 | 10.6660879629629 |
| 8 | 372 | 361.806134259259 | 372.375 | -10.5688657407407 | 10.1938657407408 |
| 9 | 373 | 365.945023148148 | 372.125 | -6.17997685185184 | 7.0549768518519 |
| 10 | 373 | 371.195023148148 | 371.541666666667 | -0.346643518518512 | 1.80497685185190 |
| 11 | 374 | 370.778356481481 | 370.625 | 0.153356481481478 | 3.22164351851853 |
| 12 | 376 | 383.215856481481 | 369.958333333333 | 13.2575231481482 | -7.21585648148141 |
| 13 | 371 | 388.195023148148 | 369.5 | 18.6950231481481 | -17.1950231481481 |
| 14 | 374 | 380.715856481481 | 368.916666666667 | 11.7991898148148 | -6.71585648148147 |
| 15 | 369 | 368.986689814815 | 368.166666666667 | 0.820023148148155 | 0.0133101851852189 |
| 16 | 363 | 366.500578703704 | 367.208333333333 | -0.707754629629636 | -3.50057870370375 |
| 17 | 357 | 360.340856481481 | 366.083333333333 | -5.74247685185185 | -3.34085648148147 |
| 18 | 366 | 356.986689814815 | 364.875 | -7.8883101851852 | 9.01331018518516 |
| 19 | 362 | 350.583912037037 | 363.875 | -13.2910879629630 | 11.416087962963 |
| 20 | 366 | 352.264467592593 | 362.833333333333 | -10.5688657407407 | 13.7355324074074 |
| 21 | 361 | 355.195023148148 | 361.375 | -6.17997685185184 | 5.80497685185185 |
| 22 | 362 | 359.403356481481 | 359.75 | -0.346643518518512 | 2.59664351851853 |
| 23 | 358 | 358.111689814815 | 357.958333333333 | 0.153356481481478 | -0.111689814814781 |
| 24 | 363 | 368.799189814815 | 355.541666666667 | 13.2575231481482 | -5.79918981481484 |
| 25 | 360 | 371.236689814815 | 352.541666666667 | 18.6950231481481 | -11.2366898148148 |
| 26 | 360 | 361.090856481481 | 349.291666666667 | 11.7991898148148 | -1.09085648148147 |
| 27 | 348 | 347.278356481481 | 346.458333333333 | 0.820023148148155 | 0.721643518518533 |
| 28 | 345 | 343.500578703704 | 344.208333333333 | -0.707754629629636 | 1.49942129629636 |
| 29 | 332 | 336.507523148148 | 342.25 | -5.74247685185185 | -4.50752314814815 |
| 30 | 333 | 332.361689814815 | 340.25 | -7.8883101851852 | 0.638310185185219 |
| 31 | 323 | 325.167245370370 | 338.458333333333 | -13.2910879629630 | -2.16724537037032 |
| 32 | 327 | 326.222800925926 | 336.791666666667 | -10.5688657407407 | 0.777199074074133 |
| 33 | 332 | 328.736689814815 | 334.916666666667 | -6.17997685185184 | 3.26331018518516 |
| 34 | 337 | 332.653356481481 | 333 | -0.346643518518512 | 4.34664351851853 |
| 35 | 336 | 331.195023148148 | 331.041666666667 | 0.153356481481478 | 4.8049768518519 |
| 36 | 337 | 342.049189814815 | 328.791666666667 | 13.2575231481482 | -5.04918981481484 |
| 37 | 343 | 344.945023148148 | 326.25 | 18.6950231481481 | -1.94502314814815 |
| 38 | 337 | 335.132523148148 | 323.333333333333 | 11.7991898148148 | 1.86747685185179 |
| 39 | 326 | 320.820023148148 | 320 | 0.820023148148155 | 5.17997685185185 |
| 40 | 321 | 315.750578703704 | 316.458333333333 | -0.707754629629636 | 5.24942129629625 |
| 41 | 309 | 306.882523148148 | 312.625 | -5.74247685185185 | 2.11747685185190 |
| 42 | 302 | 301.320023148148 | 309.208333333333 | -7.8883101851852 | 0.679976851851904 |
| 43 | 293 | 293.083912037037 | 306.375 | -13.2910879629630 | -0.0839120370369528 |
| 44 | 287 | 292.681134259259 | 303.25 | -10.5688657407407 | -5.68113425925924 |
| 45 | 292 | 293.236689814815 | 299.416666666667 | -6.17997685185184 | -1.23668981481472 |
| 46 | 292 | 294.611689814815 | 294.958333333333 | -0.346643518518512 | -2.61168981481478 |
| 47 | 289 | 290.570023148148 | 290.416666666667 | 0.153356481481478 | -1.57002314814815 |
| 48 | 302 | 299.049189814815 | 285.791666666667 | 13.2575231481482 | 2.95081018518522 |
| 49 | 310 | 299.278356481481 | 280.583333333333 | 18.6950231481481 | 10.7216435185185 |
| 50 | 295 | 287.090856481482 | 275.291666666667 | 11.7991898148148 | 7.90914351851848 |
| 51 | 276 | 270.820023148148 | 270 | 0.820023148148155 | 5.17997685185185 |
| 52 | 264 | 263.917245370370 | 264.625 | -0.707754629629636 | 0.0827546296296191 |
| 53 | 257 | 253.549189814815 | 259.291666666667 | -5.74247685185185 | 3.45081018518516 |
| 54 | 243 | 246.111689814815 | 254 | -7.8883101851852 | -3.11168981481481 |
| 55 | 227 | 235.375578703704 | 248.666666666667 | -13.2910879629630 | -8.37557870370367 |
| 56 | 226 | 232.472800925926 | 243.041666666667 | -10.5688657407407 | -6.4728009259259 |
| 57 | 226 | 231.153356481481 | 237.333333333333 | -6.17997685185184 | -5.15335648148147 |
| 58 | 229 | 231.445023148148 | 231.791666666667 | -0.346643518518512 | -2.44502314814812 |
| 59 | 224 | 226.570023148148 | 226.416666666667 | 0.153356481481478 | -2.57002314814815 |
| 60 | 240 | 234.382523148148 | 221.125 | 13.2575231481482 | 5.61747685185185 |
| 61 | 244 | 234.695023148148 | 216 | 18.6950231481481 | 9.30497685185182 |
| 62 | 226 | 222.715856481481 | 210.916666666667 | 11.7991898148148 | 3.28414351851856 |
| 63 | 208 | 206.653356481481 | 205.833333333333 | 0.820023148148155 | 1.34664351851853 |
| 64 | 199 | 200.292245370370 | 201 | -0.707754629629636 | -1.29224537037032 |
| 65 | 193 | 190.632523148148 | 196.375 | -5.74247685185185 | 2.36747685185185 |
| 66 | 180 | 184.153356481481 | 192.041666666667 | -7.8883101851852 | -4.15335648148147 |
| 67 | 167 | 174.583912037037 | 187.875 | -13.2910879629630 | -7.58391203703704 |
| 68 | 164 | 172.681134259259 | 183.25 | -10.5688657407407 | -8.6811342592593 |
| 69 | 166 | 171.861689814815 | 178.041666666667 | -6.17997685185184 | -5.86168981481484 |
| 70 | 173 | 172.820023148148 | 173.166666666667 | -0.346643518518512 | 0.179976851851848 |
| 71 | 169 | 168.903356481481 | 168.75 | 0.153356481481478 | 0.0966435185185617 |
| 72 | 191 | 177.632523148148 | 164.375 | 13.2575231481482 | 13.3674768518519 |
| 73 | 193 | 178.778356481481 | 160.083333333333 | 18.6950231481481 | 14.2216435185185 |
| 74 | 166 | 167.382523148148 | 155.583333333333 | 11.7991898148148 | -1.38252314814815 |
| 75 | 143 | 151.570023148148 | 150.75 | 0.820023148148155 | -8.57002314814812 |
| 76 | 147 | 145.167245370370 | 145.875 | -0.707754629629636 | 1.83275462962965 |
| 77 | 139 | 135.215856481481 | 140.958333333333 | -5.74247685185185 | 3.78414351851853 |
| 78 | 129 | 128.195023148148 | 136.083333333333 | -7.8883101851852 | 0.804976851851848 |
| 79 | 115 | NA | NA | -13.2910879629630 | NA |
| 80 | 108 | NA | NA | -10.5688657407407 | NA |
| 81 | 106 | NA | NA | -6.17997685185184 | NA |
| 82 | 116 | NA | NA | -0.346643518518512 | NA |
| 83 | 108 | NA | NA | 0.153356481481478 | NA |
| 84 | 135 | NA | NA | 13.2575231481482 | NA |
