Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 10 | NA | NA | -0.00525252525252532 | NA |
2 | 10 | NA | NA | -0.0152525252525256 | NA |
3 | 10 | NA | NA | -0.00707070707070742 | NA |
4 | 10 | NA | NA | -0.0152525252525251 | NA |
5 | 10 | NA | NA | -0.00343434343434338 | NA |
6 | 9.94 | NA | NA | 0.00474747474747511 | NA |
7 | 10.06 | 10.0386111111111 | 10.0275 | 0.0111111111111117 | 0.0213888888888896 |
8 | 10.06 | 10.0408838383838 | 10.0325 | 0.00838383838383883 | 0.0191161616161626 |
9 | 10.06 | 10.0270959595960 | 10.0375 | -0.0104040404040401 | 0.0329040404040413 |
10 | 10.06 | 10.0645202020202 | 10.0425 | 0.0220202020202017 | -0.00452020202019909 |
11 | 10.06 | 10.0583080808081 | 10.0475 | 0.0108080808080807 | 0.00169191919192180 |
12 | 10.06 | 10.0545959595960 | 10.055 | -0.000404040404041006 | 0.00540404040404319 |
13 | 10.06 | 10.0547474747475 | 10.06 | -0.00525252525252532 | 0.0052525252525264 |
14 | 10.06 | 10.0447474747475 | 10.06 | -0.0152525252525256 | 0.0152525252525280 |
15 | 10.06 | 10.0479292929293 | 10.055 | -0.00707070707070742 | 0.0120707070707091 |
16 | 10.06 | 10.0297474747475 | 10.045 | -0.0152525252525251 | 0.0302525252525268 |
17 | 10.06 | 10.0315656565657 | 10.035 | -0.00343434343434338 | 0.0284343434343448 |
18 | 10.06 | 10.0297474747475 | 10.025 | 0.00474747474747511 | 0.0302525252525268 |
19 | 10.06 | 10.0261111111111 | 10.015 | 0.0111111111111117 | 0.0338888888888906 |
20 | 10.06 | 10.0133838383838 | 10.005 | 0.00838383838383883 | 0.0466161616161624 |
21 | 9.94 | 9.98959595959596 | 10 | -0.0104040404040401 | -0.0495959595959583 |
22 | 9.94 | 10.0220202020202 | 10 | 0.0220202020202017 | -0.0820202020201997 |
23 | 9.94 | 10.0058080808081 | 9.995 | 0.0108080808080807 | -0.0658080808080808 |
24 | 9.94 | 9.98959595959596 | 9.99 | -0.000404040404041006 | -0.0495959595959601 |
25 | 9.94 | 9.98474747474748 | 9.99 | -0.00525252525252532 | -0.0447474747474761 |
26 | 9.94 | 9.97474747474747 | 9.99 | -0.0152525252525256 | -0.0347474747474745 |
27 | 10.06 | 9.9929292929293 | 10 | -0.00707070707070742 | 0.0670707070707088 |
28 | 10.06 | 10.0089141414141 | 10.0241666666667 | -0.0152525252525251 | 0.0510858585858589 |
29 | 9.94 | 10.0490656565657 | 10.0525 | -0.00343434343434338 | -0.109065656565656 |
30 | 10.06 | 10.0814141414141 | 10.0766666666667 | 0.00474747474747511 | -0.0214141414141391 |
31 | 10.06 | 10.1119444444444 | 10.1008333333333 | 0.0111111111111117 | -0.051944444444441 |
32 | 10.06 | 10.1375505050505 | 10.1291666666667 | 0.00838383838383883 | -0.0775505050505032 |
33 | 10.18 | 10.1420959595960 | 10.1525 | -0.0104040404040401 | 0.0379040404040403 |
34 | 10.28 | 10.1886868686869 | 10.1666666666667 | 0.0220202020202017 | 0.0913131313131323 |
35 | 10.28 | 10.1966414141414 | 10.1858333333333 | 0.0108080808080807 | 0.083358585858587 |
36 | 10.18 | 10.2087626262626 | 10.2091666666667 | -0.000404040404041006 | -0.0287626262626262 |
37 | 10.28 | 10.2180808080808 | 10.2233333333333 | -0.00525252525252532 | 0.0619191919191913 |
38 | 10.28 | 10.2180808080808 | 10.2333333333333 | -0.0152525252525256 | 0.0619191919191913 |
39 | 10.28 | 10.2312626262626 | 10.2383333333333 | -0.00707070707070742 | 0.0487373737373726 |
40 | 10.18 | 10.2230808080808 | 10.2383333333333 | -0.0152525252525251 | -0.0430808080808092 |
41 | 10.28 | 10.2348989898990 | 10.2383333333333 | -0.00343434343434338 | 0.0451010101010088 |
42 | 10.28 | 10.2430808080808 | 10.2383333333333 | 0.00474747474747511 | 0.0369191919191909 |
43 | 10.18 | 10.2452777777778 | 10.2341666666667 | 0.0111111111111117 | -0.0652777777777782 |
44 | 10.18 | 10.2342171717172 | 10.2258333333333 | 0.00838383838383883 | -0.0542171717171716 |
45 | 10.18 | 10.2070959595960 | 10.2175 | -0.0104040404040401 | -0.0270959595959592 |
46 | 10.28 | 10.2353535353535 | 10.2133333333333 | 0.0220202020202017 | 0.0446464646464637 |
47 | 10.28 | 10.2199747474747 | 10.2091666666667 | 0.0108080808080807 | 0.0600252525252536 |
48 | 10.18 | 10.2045959595960 | 10.205 | -0.000404040404041006 | -0.0245959595959580 |
49 | 10.18 | 10.2039141414141 | 10.2091666666667 | -0.00525252525252532 | -0.0239141414141404 |
50 | 10.18 | 10.2022474747475 | 10.2175 | -0.0152525252525256 | -0.0222474747474752 |
51 | 10.18 | 10.2145959595960 | 10.2216666666667 | -0.00707070707070742 | -0.0345959595959613 |
52 | 10.18 | 10.2022474747475 | 10.2175 | -0.0152525252525251 | -0.0222474747474752 |
53 | 10.18 | 10.2057323232323 | 10.2091666666667 | -0.00343434343434338 | -0.0257323232323223 |
54 | 10.28 | 10.2139141414141 | 10.2091666666667 | 0.00474747474747511 | 0.0660858585858595 |
55 | 10.28 | 10.2244444444444 | 10.2133333333333 | 0.0111111111111117 | 0.0555555555555571 |
56 | 10.28 | 10.2217171717172 | 10.2133333333333 | 0.00838383838383883 | 0.0582828282828292 |
57 | 10.18 | 10.2070959595960 | 10.2175 | -0.0104040404040401 | -0.0270959595959575 |
58 | 10.18 | 10.2436868686869 | 10.2216666666667 | 0.0220202020202017 | -0.063686868686867 |
59 | 10.18 | 10.2324747474747 | 10.2216666666667 | 0.0108080808080807 | -0.0524747474747489 |
60 | 10.28 | 10.2170959595960 | 10.2175 | -0.000404040404041006 | 0.0629040404040389 |
61 | 10.18 | 10.2080808080808 | 10.2133333333333 | -0.00525252525252532 | -0.0280808080808086 |
62 | 10.18 | 10.1980808080808 | 10.2133333333333 | -0.0152525252525256 | -0.0180808080808053 |
63 | 10.28 | 10.2104292929293 | 10.2175 | -0.00707070707070742 | 0.0695707070707066 |
64 | 10.18 | 10.2105808080808 | 10.2258333333333 | -0.0152525252525251 | -0.0305808080808081 |
65 | 10.18 | 10.2307323232323 | 10.2341666666667 | -0.00343434343434338 | -0.0507323232323245 |
66 | 10.18 | 10.2430808080808 | 10.2383333333333 | 0.00474747474747511 | -0.063080808080807 |
67 | 10.28 | 10.2494444444444 | 10.2383333333333 | 0.0111111111111117 | 0.030555555555555 |
68 | 10.28 | 10.2467171717172 | 10.2383333333333 | 0.00838383838383883 | 0.0332828282828288 |
69 | 10.28 | 10.2237626262626 | 10.2341666666667 | -0.0104040404040401 | 0.0562373737373765 |
70 | 10.28 | 10.2520202020202 | 10.23 | 0.0220202020202017 | 0.0279797979798015 |
71 | 10.28 | 10.2408080808081 | 10.23 | 0.0108080808080807 | 0.0391919191919197 |
72 | 10.28 | 10.2295959595960 | 10.23 | -0.000404040404041006 | 0.0504040404040396 |
73 | 10.18 | 10.2205808080808 | 10.2258333333333 | -0.00525252525252532 | -0.0405808080808097 |
74 | 10.18 | 10.2022474747475 | 10.2175 | -0.0152525252525256 | -0.0222474747474752 |
75 | 10.18 | 10.2020959595960 | 10.2091666666667 | -0.00707070707070742 | -0.022095959595962 |
76 | 10.18 | 10.1897474747475 | 10.205 | -0.0152525252525251 | -0.00974747474747772 |
77 | 10.18 | 10.2015656565657 | 10.205 | -0.00343434343434338 | -0.0215656565656577 |
78 | 10.18 | 10.2097474747475 | 10.205 | 0.00474747474747511 | -0.0297474747474737 |
79 | 10.18 | 10.2202777777778 | 10.2091666666667 | 0.0111111111111117 | -0.0402777777777761 |
80 | 10.18 | 10.2258838383838 | 10.2175 | 0.00838383838383883 | -0.0458838383838387 |
81 | 10.18 | 10.2154292929293 | 10.2258333333333 | -0.0104040404040401 | -0.0354292929292921 |
82 | 10.28 | 10.2561868686869 | 10.2341666666667 | 0.0220202020202017 | 0.0238131313131333 |
83 | 10.28 | 10.2533080808081 | 10.2425 | 0.0108080808080807 | 0.0266919191919204 |
84 | 10.28 | 10.2462626262626 | 10.2466666666667 | -0.000404040404041006 | 0.0337373737373756 |
85 | 10.28 | 10.2455808080808 | 10.2508333333333 | -0.00525252525252532 | 0.0344191919191932 |
86 | 10.28 | 10.2439141414141 | 10.2591666666667 | -0.0152525252525256 | 0.0360858585858601 |
87 | 10.28 | 10.2604292929293 | 10.2675 | -0.00707070707070742 | 0.0195707070707059 |
88 | 10.28 | 10.2564141414141 | 10.2716666666667 | -0.0152525252525251 | 0.0235858585858573 |
89 | 10.28 | 10.2640656565657 | 10.2675 | -0.00343434343434338 | 0.0159343434343420 |
90 | 10.18 | 10.2680808080808 | 10.2633333333333 | 0.00474747474747511 | -0.0880808080808091 |
91 | 10.28 | 10.2744444444444 | 10.2633333333333 | 0.0111111111111117 | 0.00555555555555465 |
92 | 10.28 | 10.2717171717172 | 10.2633333333333 | 0.00838383838383883 | 0.00828282828282667 |
93 | 10.28 | 10.2487626262626 | 10.2591666666667 | -0.0104040404040401 | 0.0312373737373743 |
94 | 10.28 | 10.2728535353535 | 10.2508333333333 | 0.0220202020202017 | 0.00714646464646584 |
95 | 10.18 | 10.2574747474747 | 10.2466666666667 | 0.0108080808080807 | -0.0774747474747475 |
96 | 10.28 | 10.2504292929293 | 10.2508333333333 | -0.000404040404041006 | 0.0295707070707056 |
97 | 10.28 | 10.2497474747475 | 10.255 | -0.00525252525252532 | 0.0302525252525232 |
98 | 10.28 | 10.2397474747475 | 10.255 | -0.0152525252525256 | 0.0402525252525265 |
99 | 10.18 | 10.2479292929293 | 10.255 | -0.00707070707070742 | -0.0679292929292927 |
100 | 10.18 | 10.2397474747475 | 10.255 | -0.0152525252525251 | -0.0597474747474749 |
101 | 10.28 | 10.2557323232323 | 10.2591666666667 | -0.00343434343434338 | 0.0242676767676748 |
102 | 10.28 | 10.2639141414141 | 10.2591666666667 | 0.00474747474747511 | 0.0160858585858570 |
103 | 10.28 | 10.2661111111111 | 10.255 | 0.0111111111111117 | 0.0138888888888893 |
104 | 10.28 | 10.2633838383838 | 10.255 | 0.00838383838383883 | 0.0166161616161631 |
105 | 10.28 | 10.2487626262626 | 10.2591666666667 | -0.0104040404040401 | 0.0312373737373743 |
106 | 10.28 | 10.2953535353535 | 10.2733333333333 | 0.0220202020202017 | -0.015353535353535 |
107 | 10.28 | 10.2999747474747 | 10.2891666666667 | 0.0108080808080807 | -0.0199747474747483 |
108 | 10.18 | 10.3004292929293 | 10.3008333333333 | -0.000404040404041006 | -0.120429292929293 |
109 | 10.28 | 10.3072474747475 | 10.3125 | -0.00525252525252532 | -0.027247474747476 |
110 | 10.28 | 10.3089141414141 | 10.3241666666667 | -0.0152525252525256 | -0.0289141414141412 |
111 | 10.28 | 10.3287626262626 | 10.3358333333333 | -0.00707070707070742 | -0.0487626262626275 |
112 | 10.42 | 10.3322474747475 | 10.3475 | -0.0152525252525251 | 0.087752525252526 |
113 | 10.42 | 10.3557323232323 | 10.3591666666667 | -0.00343434343434338 | 0.0642676767676775 |
114 | 10.42 | 10.3797474747475 | 10.375 | 0.00474747474747511 | 0.0402525252525248 |
115 | 10.42 | 10.4019444444444 | 10.3908333333333 | 0.0111111111111117 | 0.0180555555555557 |
116 | 10.42 | 10.4075505050505 | 10.3991666666667 | 0.00838383838383883 | 0.0124494949494931 |
117 | 10.42 | 10.3937626262626 | 10.4041666666667 | -0.0104040404040401 | 0.0262373737373736 |
118 | 10.42 | 10.4253535353535 | 10.4033333333333 | 0.0220202020202017 | -0.00535353535353522 |
119 | 10.42 | 10.4108080808081 | 10.4 | 0.0108080808080807 | 0.00919191919191853 |
120 | 10.42 | 10.3995959595960 | 10.4 | -0.000404040404041006 | 0.0204040404040402 |
121 | 10.42 | 10.3947474747475 | 10.4 | -0.00525252525252532 | 0.0252525252525242 |
122 | 10.34 | 10.3847474747475 | 10.4 | -0.0152525252525256 | -0.0447474747474743 |
123 | 10.34 | 10.3895959595960 | 10.3966666666667 | -0.00707070707070742 | -0.0495959595959601 |
124 | 10.34 | 10.3780808080808 | 10.3933333333333 | -0.0152525252525251 | -0.0380808080808084 |
125 | 10.42 | 10.3898989898990 | 10.3933333333333 | -0.00343434343434338 | 0.0301010101010100 |
126 | 10.42 | 10.3980808080808 | 10.3933333333333 | 0.00474747474747511 | 0.0219191919191921 |
127 | 10.42 | 10.4044444444444 | 10.3933333333333 | 0.0111111111111117 | 0.015555555555558 |
128 | 10.42 | 10.4050505050505 | 10.3966666666667 | 0.00838383838383883 | 0.0149494949494944 |
129 | 10.34 | 10.3929292929293 | 10.4033333333333 | -0.0104040404040401 | -0.0529292929292939 |
130 | 10.42 | 10.4320202020202 | 10.41 | 0.0220202020202017 | -0.0120202020202029 |
131 | 10.42 | 10.4241414141414 | 10.4133333333333 | 0.0108080808080807 | -0.00414141414141511 |
132 | 10.42 | 10.4129292929293 | 10.4133333333333 | -0.000404040404041006 | 0.00707070707070656 |
133 | 10.42 | 10.4080808080808 | 10.4133333333333 | -0.00525252525252532 | 0.0119191919191923 |
134 | 10.42 | 10.3980808080808 | 10.4133333333333 | -0.0152525252525256 | 0.0219191919191939 |
135 | 10.42 | 10.4095959595960 | 10.4166666666667 | -0.00707070707070742 | 0.0104040404040386 |
136 | 10.42 | 10.4047474747475 | 10.42 | -0.0152525252525251 | 0.0152525252525244 |
137 | 10.42 | 10.4165656565657 | 10.42 | -0.00343434343434338 | 0.00343434343434268 |
138 | 10.42 | 10.4247474747475 | 10.42 | 0.00474747474747511 | -0.00474747474747517 |
139 | 10.42 | 10.4311111111111 | 10.42 | 0.0111111111111117 | -0.0111111111111111 |
140 | 10.42 | 10.4283838383838 | 10.42 | 0.00838383838383883 | -0.00838383838383905 |
141 | 10.42 | 10.4062626262626 | 10.4166666666667 | -0.0104040404040401 | 0.0137373737373725 |
142 | 10.42 | 10.4320202020202 | 10.41 | 0.0220202020202017 | -0.0120202020202012 |
143 | 10.42 | 10.4141414141414 | 10.4033333333333 | 0.0108080808080807 | 0.00585858585858468 |
144 | 10.42 | 10.3962626262626 | 10.3966666666667 | -0.000404040404041006 | 0.0237373737373741 |
145 | 10.42 | NA | NA | NA | NA |
146 | 10.42 | NA | NA | NA | NA |
147 | 10.34 | NA | NA | NA | NA |
148 | 10.34 | NA | NA | NA | NA |
149 | 10.34 | NA | NA | NA | NA |
150 | 10.34 | NA | NA | NA | NA |