Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
141.85NANA-0.0292476851851864NA
241.75NANA-0.0200810185185186NA
341.75NANA0.0176967592592580NA
441.75NANA0.0349189814814835NA
541.58NANA0.0156134259259242NA
641.61NANA0.064502314814816NA
741.4241.627280092592641.51916666666670.10811342592593-0.207280092592590
841.3741.457696759259341.4783333333333-0.0206365740740760-0.0876967592592592
941.3741.461030092592641.440.0210300925925906-0.0910300925925895
1041.3341.419780092592641.40083333333330.0189467592592568-0.0897800925925907
1141.3741.263807870370441.3583333333333-0.09452546296296170.106192129629626
1241.3441.189918981481541.30625-0.1163310185185160.150081018518520
1341.3341.225335648148141.2545833333333-0.02924768518518640.104664351851852
1441.2941.185335648148241.2054166666667-0.02008101851851860.104664351851845
1541.2941.168946759259341.151250.01769675925925800.121053240740736
1641.2741.127835648148141.09291666666670.03491898148148350.142164351851861
1741.0441.030196759259341.01458333333330.01561342592592420.00980324074073735
1840.940.979085648148140.91458333333330.064502314814816-0.0790856481481441
1940.8940.919363425925940.811250.10811342592593-0.029363425925915
2040.7240.690613425925940.71125-0.02063657407407600.0293865740740813
2140.7240.633113425925940.61208333333330.02103009259259060.0868865740740787
2240.5840.531863425925940.51291666666670.01894675925925680.0481365740740713
2340.2440.32797453703740.4225-0.0945254629629617-0.0879745370370344
2440.0740.227418981481540.34375-0.116331018518516-0.157418981481484
2540.1240.241585648148140.2708333333333-0.0292476851851864-0.121585648148148
2640.140.171585648148240.1916666666667-0.0200810185185186-0.071585648148151
2740.140.121030092592640.10333333333330.0176967592592580-0.0210300925925964
2840.0840.056168981481540.021250.03491898148148350.0238310185185213
2940.0639.970613425925939.9550.01561342592592420.0893865740740765
3039.9939.973252314814839.908750.0645023148148160.0167476851851802
3140.0539.982696759259339.87458333333330.108113425925930.0673032407407348
3239.6639.821030092592639.8416666666667-0.0206365740740760-0.161030092592597
3339.6639.829363425925939.80833333333330.0210300925925906-0.169363425925930
3439.6739.793946759259339.7750.0189467592592568-0.123946759259255
3539.5639.651307870370439.7458333333333-0.0945254629629617-0.0913078703703718
3639.6439.617418981481539.73375-0.1163310185185160.0225810185185225
3739.7339.701168981481539.7304166666667-0.02924768518518640.0288310185185097
3839.739.721168981481539.74125-0.0200810185185186-0.0211689814814733
3939.739.788113425925939.77041666666670.0176967592592580-0.0881134259259184
4039.6839.834085648148239.79916666666670.0349189814814835-0.154085648148154
4139.7639.847280092592639.83166666666670.0156134259259242-0.0872800925926
424039.925752314814839.861250.0645023148148160.0742476851851848
4339.9639.986030092592639.87791666666670.10811342592593-0.0260300925925918
4440.0139.866446759259339.8870833333333-0.02063657407407600.143553240740736
4540.0139.915613425925939.89458333333330.02103009259259060.094386574074079
4640.0139.922280092592639.90333333333330.01894675925925680.0877199074074042
474039.808807870370439.9033333333333-0.09452546296296170.191192129629634
4839.9139.763252314814839.8795833333333-0.1163310185185160.146747685185183
4939.86NA39.8358333333333NANA
5039.79NA39.7804166666667NANA
5139.79NANANANA
5239.8NANANANA
5339.64NANANANA
5439.55NANANANA
5539.36NANANANA
5639.28NANANANA