Multiple Linear Regression - Estimated Regression Equation |
Oliezaden[t] = + 88.7430371002373 + 48.0608092540424Fluctuatie[t] + 0.537151557341t + 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) | 88.7430371002373 | 2.695218 | 32.9261 | 0 | 0 |
Fluctuatie | 48.0608092540424 | 4.281874 | 11.2242 | 0 | 0 |
t | 0.537151557341 | 0.049411 | 10.8711 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.860048319537762 |
R-squared | 0.739683111939728 |
Adjusted R-squared | 0.733898292205056 |
F-TEST (value) | 127.866233671252 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 90 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 12.7786892091705 |
Sum Squared Residuals | 14696.5408114113 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 99.5 | 89.2801886575782 | 10.2198113424219 |
2 | 101.6 | 89.8173402149196 | 11.7826597850804 |
3 | 103.9 | 90.3544917722602 | 13.5455082277398 |
4 | 106.6 | 90.8916433296013 | 15.7083566703987 |
5 | 108.3 | 91.4287948869423 | 16.8712051130577 |
6 | 102 | 91.9659464442832 | 10.0340535557168 |
7 | 93.8 | 92.5030980016243 | 1.29690199837574 |
8 | 91.6 | 93.0402495589653 | -1.44024955896526 |
9 | 97.7 | 93.5774011163062 | 4.12259888369375 |
10 | 94.8 | 94.1145526736473 | 0.685447326352745 |
11 | 98 | 94.6517042309883 | 3.34829576901175 |
12 | 103.8 | 95.1888557883292 | 8.61114421167074 |
13 | 97.8 | 95.7260073456703 | 2.07399265432974 |
14 | 91.2 | 96.2631589030113 | -5.06315890301125 |
15 | 89.3 | 96.8003104603523 | -7.50031046035226 |
16 | 87.5 | 97.3374620176933 | -9.83746201769326 |
17 | 90.4 | 97.8746135750343 | -7.47461357503425 |
18 | 94.2 | 98.4117651323753 | -4.21176513237525 |
19 | 102.2 | 98.9489166897163 | 3.25108331028375 |
20 | 101.3 | 99.4860682470573 | 1.81393175294274 |
21 | 96 | 100.023219804398 | -4.02321980439826 |
22 | 90.8 | 100.560371361739 | -9.76037136173926 |
23 | 93.2 | 101.097522919080 | -7.89752291908026 |
24 | 90.9 | 101.634674476421 | -10.7346744764213 |
25 | 91.1 | 102.171826033762 | -11.0718260337623 |
26 | 90.2 | 102.708977591103 | -12.5089775911033 |
27 | 94.3 | 103.246129148444 | -8.94612914844427 |
28 | 96 | 103.783280705785 | -7.78328070578526 |
29 | 99 | 104.320432263126 | -5.32043226312626 |
30 | 103.3 | 104.857583820467 | -1.55758382046727 |
31 | 113.1 | 105.394735377808 | 7.70526462219173 |
32 | 112.8 | 105.931886935149 | 6.86811306485073 |
33 | 112.1 | 106.469038492490 | 5.63096150750973 |
34 | 107.4 | 107.006190049831 | 0.393809950168739 |
35 | 111 | 107.543341607172 | 3.45665839282773 |
36 | 110.5 | 108.080493164513 | 2.41950683548673 |
37 | 110.8 | 108.617644721854 | 2.18235527814573 |
38 | 112.4 | 109.154796279195 | 3.24520372080474 |
39 | 111.5 | 109.691947836536 | 1.80805216346373 |
40 | 116.2 | 110.229099393877 | 5.97090060612273 |
41 | 122.5 | 110.766250951218 | 11.7337490487817 |
42 | 121.3 | 111.303402508559 | 9.99659749144073 |
43 | 113.9 | 111.840554065900 | 2.05944593409973 |
44 | 110.7 | 112.377705623241 | -1.67770562324127 |
45 | 120.8 | 112.914857180582 | 7.88514281941772 |
46 | 141.1 | 161.512817991966 | -20.4128179919655 |
47 | 147.4 | 162.049969549306 | -14.6499695493065 |
48 | 148 | 162.587121106648 | -14.5871211066475 |
49 | 158.1 | 163.124272663989 | -5.02427266398852 |
50 | 165 | 163.661424221329 | 1.33857577867049 |
51 | 187 | 164.198575778671 | 22.8014242213295 |
52 | 190.3 | 164.735727336012 | 25.5642726639885 |
53 | 182.4 | 165.272878893353 | 17.1271211066475 |
54 | 168.8 | 165.810030450694 | 2.9899695493065 |
55 | 151.2 | 166.347182008035 | -15.1471820080345 |
56 | 120.1 | 118.823524311333 | 1.27647568866672 |
57 | 112.5 | 119.360675868674 | -6.86067586867428 |
58 | 106.2 | 119.897827426015 | -13.6978274260153 |
59 | 107.1 | 120.434978983356 | -13.3349789833563 |
60 | 108.5 | 120.972130540697 | -12.4721305406973 |
61 | 106.5 | 121.509282098038 | -15.0092820980383 |
62 | 108.3 | 122.046433655379 | -13.7464336553793 |
63 | 125.6 | 122.583585212720 | 3.01641478727971 |
64 | 124 | 123.120736770061 | 0.879263229938719 |
65 | 127.2 | 123.657888327402 | 3.54211167259772 |
66 | 136.9 | 124.195039884743 | 12.7049601152567 |
67 | 135.8 | 124.732191442084 | 11.0678085579157 |
68 | 124.3 | 125.269342999425 | -0.969342999425287 |
69 | 115.4 | 125.806494556766 | -10.4064945567663 |
70 | 113.6 | 126.343646114107 | -12.7436461141073 |
71 | 114.4 | 126.880797671448 | -12.4807976714483 |
72 | 118.4 | 127.417949228789 | -9.01794922878928 |
73 | 117 | 127.955100786130 | -10.9551007861303 |
74 | 116.5 | 128.492252343471 | -11.9922523434713 |
75 | 115.4 | 129.029403900812 | -13.6294039008123 |
76 | 113.6 | 129.566555458153 | -15.9665554581533 |
77 | 117.4 | 130.103707015494 | -12.7037070154943 |
78 | 116.9 | 130.640858572835 | -13.7408585728353 |
79 | 116.4 | 131.178010130176 | -14.7780101301763 |
80 | 111.1 | 131.715161687517 | -20.6151616875173 |
81 | 110.2 | 132.252313244858 | -22.0523132448583 |
82 | 118.9 | 132.789464802199 | -13.8894648021993 |
83 | 131.8 | 133.326616359540 | -1.52661635954028 |
84 | 130.6 | 133.863767916881 | -3.2637679168813 |
85 | 138.3 | 134.400919474222 | 3.89908052577772 |
86 | 148.4 | 134.938071031563 | 13.4619289684367 |
87 | 148.7 | 135.475222588904 | 13.2247774110957 |
88 | 144.3 | 136.012374146245 | 8.28762585375472 |
89 | 152.5 | 136.549525703586 | 15.9504742964137 |
90 | 162.9 | 137.086677260927 | 25.8133227390727 |
91 | 167.2 | 137.623828818268 | 29.5761711817317 |
92 | 166.5 | 138.160980375609 | 28.3390196243907 |
93 | 185.6 | 138.698131932950 | 46.9018680670497 |