Multiple Linear Regression - Estimated Regression Equation |
Suiker[t] = + 75.5132381823562 -4.9594561794693Fluctuatie[t] + 0.952340929269015t + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | 75.5132381823562 | 2.986496 | 25.2849 | 0 | 0 |
Fluctuatie | -4.9594561794693 | 5.381921 | -0.9215 | 0.359251 | 0.179626 |
t | 0.952340929269015 | 0.100095 | 9.5144 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.877834062380164 |
R-squared | 0.770592641074862 |
Adjusted R-squared | 0.765494699765415 |
F-TEST (value) | 151.157613299078 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 90 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 13.0103985336055 |
Sum Squared Residuals | 15234.3423002919 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112.1 | 76.4655791116255 | 35.6344208883745 |
2 | 104.2 | 77.4179200408942 | 26.7820799591058 |
3 | 102.4 | 78.3702609701633 | 24.0297390298367 |
4 | 100.3 | 79.3226018994323 | 20.9773981005677 |
5 | 102.6 | 80.2749428287013 | 22.3250571712987 |
6 | 101.5 | 81.2272837579703 | 20.2727162420297 |
7 | 103.4 | 82.1796246872394 | 21.2203753127607 |
8 | 99.4 | 83.1319656165084 | 16.2680343834916 |
9 | 97.9 | 84.0843065457774 | 13.8156934542226 |
10 | 98 | 85.0366474750464 | 12.9633525249536 |
11 | 90.2 | 85.9889884043154 | 4.21101159568459 |
12 | 87.1 | 86.9413293335844 | 0.158670666415566 |
13 | 91.8 | 87.8936702628534 | 3.90632973714655 |
14 | 94.8 | 88.8460111921225 | 5.95398880787754 |
15 | 91.8 | 89.7983521213915 | 2.00164787860852 |
16 | 89.3 | 90.7506930506605 | -1.45069305066049 |
17 | 91.7 | 91.7030339799295 | -0.00303397992949916 |
18 | 86.2 | 92.6553749091985 | -6.45537490919851 |
19 | 82.8 | 93.6077158384675 | -10.8077158384675 |
20 | 82.3 | 94.5600567677366 | -12.2600567677366 |
21 | 79.8 | 95.5123976970056 | -15.7123976970056 |
22 | 79.4 | 96.4647386262746 | -17.0647386262746 |
23 | 85.3 | 97.4170795555436 | -12.1170795555436 |
24 | 87.5 | 98.3694204848126 | -10.8694204848126 |
25 | 88.3 | 99.3217614140816 | -11.0217614140816 |
26 | 88.6 | 100.274102343351 | -11.6741023433506 |
27 | 94.9 | 101.226443272620 | -6.32644327261965 |
28 | 94.7 | 102.178784201889 | -7.47878420188866 |
29 | 92.6 | 103.131125131158 | -10.5311251311577 |
30 | 91.8 | 104.083466060427 | -12.2834660604267 |
31 | 96.4 | 105.035806989696 | -8.6358069896957 |
32 | 96.4 | 105.988147918965 | -9.58814791896472 |
33 | 107.1 | 106.940488848234 | 0.159511151766253 |
34 | 111.9 | 107.892829777503 | 4.00717022249725 |
35 | 107.8 | 108.845170706772 | -1.04517070677177 |
36 | 109.2 | 109.797511636041 | -0.597511636040781 |
37 | 115.3 | 110.749852565310 | 4.5501474346902 |
38 | 119.2 | 111.702193494579 | 7.49780650542119 |
39 | 107.8 | 112.654534423848 | -4.85453442384783 |
40 | 106.8 | 113.606875353117 | -6.80687535311685 |
41 | 104.2 | 114.559216282386 | -10.3592162823859 |
42 | 94.8 | 115.511557211655 | -20.7115572116549 |
43 | 97.5 | 116.463898140924 | -18.9638981409239 |
44 | 98.3 | 117.416239070193 | -19.1162390701929 |
45 | 100.6 | 113.409123819993 | -12.8091238199926 |
46 | 94.9 | 114.361464749262 | -19.4614647492616 |
47 | 93.6 | 115.313805678531 | -21.7138056785307 |
48 | 98 | 116.266146607800 | -18.2661466077997 |
49 | 104.3 | 117.218487537069 | -12.9184875370687 |
50 | 103.9 | 118.170828466338 | -14.2708284663377 |
51 | 105.3 | 119.123169395607 | -13.8231693956067 |
52 | 102.6 | 120.075510324876 | -17.4755103248757 |
53 | 103.3 | 121.027851254145 | -17.7278512541447 |
54 | 107.9 | 121.980192183414 | -14.0801921834137 |
55 | 107.8 | 122.932533112683 | -15.1325331126828 |
56 | 109.8 | 123.884874041952 | -14.0848740419518 |
57 | 110.6 | 124.837214971221 | -14.2372149712208 |
58 | 110.8 | 125.789555900490 | -14.9895559004898 |
59 | 119.3 | 126.741896829759 | -7.44189682975883 |
60 | 128.1 | 127.694237759028 | 0.405762240972151 |
61 | 127.6 | 128.646578688297 | -1.04657868829686 |
62 | 137.9 | 129.598919617566 | 8.30108038243413 |
63 | 151.4 | 130.551260546835 | 20.8487394531651 |
64 | 143.6 | 131.503601476104 | 12.0963985238961 |
65 | 143.4 | 132.455942405373 | 10.9440575946271 |
66 | 141.9 | 133.408283334642 | 8.49171666535807 |
67 | 135.2 | 134.360624263911 | 0.839375736089042 |
68 | 133.1 | 135.31296519318 | -2.21296519317997 |
69 | 129.6 | 136.265306122449 | -6.66530612244898 |
70 | 134.1 | 137.217647051718 | -3.117647051718 |
71 | 136.8 | 138.169987980987 | -1.36998798098700 |
72 | 143.5 | 139.122328910256 | 4.37767108974398 |
73 | 162.5 | 140.074669839525 | 22.4253301604750 |
74 | 163.1 | 141.027010768794 | 22.0729892312059 |
75 | 157.2 | 141.979351698063 | 15.2206483019369 |
76 | 158.8 | 142.931692627332 | 15.8683073726679 |
77 | 155.4 | 143.884033556601 | 11.5159664433989 |
78 | 148.5 | 144.83637448587 | 3.66362551412989 |
79 | 154.2 | 145.788715415139 | 8.41128458486086 |
80 | 153.3 | 146.741056344408 | 6.55894365559187 |
81 | 149.4 | 147.693397273677 | 1.70660272632285 |
82 | 147.9 | 148.645738202946 | -0.745738202946165 |
83 | 156 | 149.598079132215 | 6.40192086778482 |
84 | 163 | 150.550420061484 | 12.4495799385158 |
85 | 159.1 | 151.502760990753 | 7.59723900924678 |
86 | 159.5 | 152.455101920022 | 7.04489807997777 |
87 | 157.3 | 153.407442849291 | 3.89255715070877 |
88 | 156.4 | 154.359783778560 | 2.04021622143975 |
89 | 156.6 | 155.312124707829 | 1.28787529217072 |
90 | 162.4 | 156.264465637098 | 6.13553436290172 |
91 | 166.8 | 157.216806566367 | 9.5831934336327 |
92 | 162.6 | 158.169147495636 | 4.43085250436367 |
93 | 168.1 | 159.121488424905 | 8.97851157509466 |