Multiple Linear Regression - Estimated Regression Equation |
Totaal[t] = + 125.643768996961 + 13.6032193158954`9/11`[t] -0.107671561282589t + 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) | 125.643768996961 | 5.186104 | 24.227 | 0 | 0 |
`9/11` | 13.6032193158954 | 9.224854 | 1.4746 | 0.142591 | 0.071295 |
t | -0.107671561282589 | 0.113319 | -0.9502 | 0.343688 | 0.171844 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.136036556746085 |
R-squared | 0.0185059447713308 |
Adjusted R-squared | 0.00428139324627752 |
F-TEST (value) | 1.30098616738369 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 138 |
p-value | 0.275581126040662 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 27.3840804370630 |
Sum Squared Residuals | 103484.524870928 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 174.1 | 125.536097435677 | 48.5639025643228 |
2 | 180.4 | 125.428425874395 | 54.9715741256047 |
3 | 182.6 | 125.320754313113 | 57.2792456868872 |
4 | 207.1 | 125.21308275183 | 81.8869172481698 |
5 | 213.7 | 125.105411190548 | 88.5945888094524 |
6 | 186.5 | 124.997739629265 | 61.502260370735 |
7 | 179.1 | 124.890068067982 | 54.2099319320176 |
8 | 168.3 | 124.782396506700 | 43.5176034933002 |
9 | 156.5 | 124.674724945417 | 31.8252750545828 |
10 | 144.3 | 124.567053384135 | 19.7329466158654 |
11 | 138.9 | 124.459381822852 | 14.4406181771480 |
12 | 137.8 | 124.351710261569 | 13.4482897384306 |
13 | 136.3 | 124.244038700287 | 12.0559612997132 |
14 | 140.3 | 124.136367139004 | 16.1636328609958 |
15 | 149.1 | 124.028695577722 | 25.0713044222783 |
16 | 149.2 | 123.921024016439 | 25.2789759835609 |
17 | 140.4 | 123.813352455156 | 16.5866475448435 |
18 | 129 | 123.705680893874 | 5.2943191061261 |
19 | 124.7 | 123.598009332591 | 1.10199066740869 |
20 | 130.8 | 123.490337771309 | 7.30966222869129 |
21 | 130.1 | 123.382666210026 | 6.71733378997386 |
22 | 133.2 | 123.274994648744 | 9.92500535125644 |
23 | 130.1 | 123.167323087461 | 6.93267691253904 |
24 | 126.6 | 123.059651526178 | 3.54034847382163 |
25 | 124.8 | 122.951979964896 | 1.84802003510422 |
26 | 125.3 | 122.844308403613 | 2.45569159638681 |
27 | 126.9 | 122.736636842331 | 4.16336315766941 |
28 | 120.1 | 122.628965281048 | -2.52896528104801 |
29 | 118.7 | 122.521293719765 | -3.82129371976541 |
30 | 117.7 | 122.413622158483 | -4.71362215848283 |
31 | 113.4 | 122.305950597200 | -8.90595059720023 |
32 | 107.5 | 122.198279035918 | -14.6982790359176 |
33 | 107.6 | 122.090607474635 | -14.4906074746351 |
34 | 114.3 | 121.982935913352 | -7.68293591335248 |
35 | 114.9 | 121.87526435207 | -6.97526435206988 |
36 | 111.2 | 121.767592790787 | -10.5675927907873 |
37 | 109.9 | 121.659921229505 | -11.7599212295047 |
38 | 108.6 | 121.552249668222 | -12.9522496682221 |
39 | 109.2 | 121.444578106940 | -12.2445781069395 |
40 | 106.4 | 121.336906545657 | -14.9369065456569 |
41 | 103.7 | 121.229234984374 | -17.5292349843743 |
42 | 103 | 121.121563423092 | -18.1215634230918 |
43 | 96.9 | 121.013891861809 | -24.1138918618092 |
44 | 104.7 | 120.906220300527 | -16.2062203005266 |
45 | 102.2 | 120.798548739244 | -18.598548739244 |
46 | 99 | 120.690877177961 | -21.6908771779614 |
47 | 95.8 | 120.583205616679 | -24.7832056166788 |
48 | 94.5 | 120.475534055396 | -25.9755340553962 |
49 | 102.7 | 120.367862494114 | -17.6678624941136 |
50 | 103.2 | 120.260190932831 | -17.0601909328310 |
51 | 105.6 | 120.152519371548 | -14.5525193715485 |
52 | 103.9 | 120.044847810266 | -16.1448478102659 |
53 | 107.2 | 119.937176248983 | -12.7371762489833 |
54 | 100.7 | 119.829504687701 | -19.1295046877007 |
55 | 92.1 | 119.721833126418 | -27.6218331264181 |
56 | 90.3 | 119.614161565136 | -29.3141615651355 |
57 | 93.4 | 119.506490003853 | -26.1064900038529 |
58 | 98.5 | 119.398818442570 | -20.8988184425703 |
59 | 100.8 | 119.291146881288 | -18.4911468812877 |
60 | 102.3 | 119.183475320005 | -16.8834753200052 |
61 | 104.7 | 119.075803758723 | -14.3758037587226 |
62 | 101.1 | 118.96813219744 | -17.8681321974400 |
63 | 101.4 | 118.860460636157 | -17.4604606361574 |
64 | 99.5 | 118.752789074875 | -19.2527890748748 |
65 | 98.4 | 118.645117513592 | -20.2451175135922 |
66 | 96.3 | 118.537445952310 | -22.2374459523096 |
67 | 100.7 | 118.429774391027 | -17.7297743910270 |
68 | 101.2 | 118.322102829744 | -17.1221028297444 |
69 | 100.3 | 118.214431268462 | -17.9144312684618 |
70 | 97.8 | 118.106759707179 | -20.3067597071793 |
71 | 97.4 | 131.602307461792 | -34.2023074617920 |
72 | 98.6 | 131.494635900509 | -32.8946359005094 |
73 | 99.7 | 131.386964339227 | -31.6869643392269 |
74 | 99 | 131.279292777944 | -32.2792927779443 |
75 | 98.1 | 131.171621216662 | -33.0716212166617 |
76 | 97 | 131.063949655379 | -34.0639496553791 |
77 | 98.5 | 130.956278094096 | -32.4562780940965 |
78 | 103.8 | 130.848606532814 | -27.0486065328139 |
79 | 114.4 | 130.740934971531 | -16.3409349715313 |
80 | 124.5 | 130.633263410249 | -6.13326341024873 |
81 | 134.2 | 130.525591848966 | 3.67440815103385 |
82 | 131.8 | 130.417920287684 | 1.38207971231646 |
83 | 125.6 | 130.310248726401 | -4.71024872640097 |
84 | 119.9 | 130.202577165118 | -10.3025771651184 |
85 | 114.9 | 130.094905603836 | -15.1949056038358 |
86 | 115.5 | 129.987234042553 | -14.4872340425532 |
87 | 112.5 | 129.879562481271 | -17.3795624812706 |
88 | 111.4 | 129.771890919988 | -18.371890919988 |
89 | 115.3 | 129.664219358705 | -14.3642193587054 |
90 | 110.8 | 129.556547797423 | -18.7565477974228 |
91 | 103.7 | 129.448876236140 | -25.7488762361402 |
92 | 111.1 | 129.341204674858 | -18.2412046748577 |
93 | 113 | 129.233533113575 | -16.2335331135751 |
94 | 111.2 | 129.125861552292 | -17.9258615522925 |
95 | 117.6 | 129.01818999101 | -11.4181899910099 |
96 | 121.7 | 128.910518429727 | -7.2105184297273 |
97 | 127.3 | 128.802846868445 | -1.50284686844472 |
98 | 129.8 | 128.695175307162 | 1.10482469283789 |
99 | 137.1 | 128.587503745880 | 8.51249625412046 |
100 | 141.4 | 128.479832184597 | 12.9201678154031 |
101 | 137.4 | 128.372160623314 | 9.02783937668565 |
102 | 130.7 | 128.264489062032 | 2.43551093796822 |
103 | 117.2 | 128.156817500749 | -10.9568175007492 |
104 | 110.8 | 128.049145939467 | -17.2491459394666 |
105 | 111.4 | 127.941474378184 | -16.541474378184 |
106 | 108.2 | 127.833802816901 | -19.6338028169014 |
107 | 108.8 | 127.726131255619 | -18.9261312556188 |
108 | 110.2 | 127.618459694336 | -17.4184596943362 |
109 | 109.5 | 127.510788133054 | -18.0107881330536 |
110 | 109.5 | 127.403116571771 | -17.9031165717711 |
111 | 116 | 127.295445010488 | -11.2954450104885 |
112 | 111.2 | 127.187773449206 | -15.9877734492059 |
113 | 112.1 | 127.080101887923 | -14.9801018879233 |
114 | 114 | 126.972430326641 | -12.9724303266407 |
115 | 119.1 | 126.864758765358 | -7.76475876535811 |
116 | 114.1 | 126.757087204076 | -12.6570872040755 |
117 | 115.1 | 126.649415642793 | -11.5494156427929 |
118 | 115.4 | 126.541744081510 | -11.1417440815103 |
119 | 110.8 | 126.434072520228 | -15.6340725202278 |
120 | 116 | 126.326400958945 | -10.3264009589452 |
121 | 119.2 | 126.218729397663 | -7.01872939766257 |
122 | 126.5 | 126.11105783638 | 0.388942163620023 |
123 | 127.8 | 126.003386275097 | 1.79661372490261 |
124 | 131.3 | 125.895714713815 | 5.40428528618521 |
125 | 140.3 | 125.788043152532 | 14.5119568474678 |
126 | 137.3 | 125.680371591250 | 11.6196284087504 |
127 | 143 | 125.572700029967 | 17.4272999700330 |
128 | 134.5 | 125.465028468684 | 9.03497153131556 |
129 | 139.9 | 125.357356907402 | 14.5426430925982 |
130 | 159.3 | 125.249685346119 | 34.0503146538808 |
131 | 170.4 | 125.142013784837 | 45.2579862151633 |
132 | 175 | 125.034342223554 | 49.9656577764459 |
133 | 175.8 | 124.926670662271 | 50.8733293377285 |
134 | 180.9 | 124.818999100989 | 56.0810008990111 |
135 | 180.3 | 124.711327539706 | 55.5886724602937 |
136 | 169.6 | 124.603655978424 | 44.9963440215763 |
137 | 172.3 | 124.495984417141 | 47.8040155828589 |
138 | 184.8 | 124.388312855859 | 60.4116871441415 |
139 | 177.7 | 124.280641294576 | 53.419358705424 |
140 | 184.6 | 124.172969733293 | 60.4270302667066 |
141 | 211.4 | 124.065298172011 | 87.3347018279892 |