Multiple Linear Regression - Estimated Regression Equation |
WLHvrouwen[t] = + 7.88130050731213 + 0.7501586454157x[t] + 0.00834541043135596t + 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) | 7.88130050731213 | 0.150624 | 52.3245 | 0 | 0 |
x | 0.7501586454157 | 0.243415 | 3.0818 | 0.00273 | 0.001365 |
t | 0.00834541043135596 | 0.003853 | 2.1658 | 0.032974 | 0.016487 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.60667350831097 |
R-squared | 0.368052745686340 |
Adjusted R-squared | 0.354009473368259 |
F-TEST (value) | 26.2084745883947 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 90 |
p-value | 1.07309316987880e-09 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.675220809045129 |
Sum Squared Residuals | 41.0330826870802 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 8.7 | 7.88964591774351 | 0.810354082256486 |
2 | 8.5 | 7.89799132817484 | 0.602008671825159 |
3 | 8.2 | 7.9063367386062 | 0.293663261393798 |
4 | 8.3 | 7.91468214903756 | 0.385317850962444 |
5 | 8 | 7.92302755946891 | 0.0769724405310875 |
6 | 8.1 | 7.93137296990027 | 0.168627030099731 |
7 | 8.7 | 7.93971838033162 | 0.760281619668375 |
8 | 9.3 | 7.94806379076298 | 1.35193620923702 |
9 | 8.9 | 7.95640920119434 | 0.943590798805664 |
10 | 8.8 | 7.9647546116257 | 0.835245388374308 |
11 | 8.4 | 7.97310002205705 | 0.426899977942952 |
12 | 8.4 | 7.9814454324884 | 0.418554567511596 |
13 | 7.3 | 7.98979084291976 | -0.68979084291976 |
14 | 7.2 | 7.99813625335112 | -0.798136253351116 |
15 | 7 | 8.00648166378247 | -1.00648166378247 |
16 | 7 | 8.01482707421383 | -1.01482707421383 |
17 | 6.9 | 8.02317248464518 | -1.12317248464518 |
18 | 6.9 | 8.03151789507654 | -1.13151789507654 |
19 | 7.1 | 8.0398633055079 | -0.939863305507896 |
20 | 7.5 | 8.04820871593925 | -0.548208715939252 |
21 | 7.4 | 8.05655412637061 | -0.656554126370607 |
22 | 8.9 | 8.06489953680196 | 0.835100463198037 |
23 | 8.3 | 8.82340359264902 | -0.52340359264902 |
24 | 8.3 | 8.83174900308038 | -0.531749003080376 |
25 | 9 | 8.84009441351173 | 0.159905586488267 |
26 | 8.9 | 8.84843982394309 | 0.0515601760569119 |
27 | 8.8 | 8.85678523437444 | -0.0567852343744437 |
28 | 7.8 | 8.8651306448058 | -1.0651306448058 |
29 | 7.8 | 8.87347605523716 | -1.07347605523716 |
30 | 7.8 | 8.88182146566851 | -1.08182146566851 |
31 | 9.2 | 8.89016687609987 | 0.309833123900131 |
32 | 9.3 | 8.89851228653122 | 0.401487713468777 |
33 | 9.2 | 8.90685769696258 | 0.293142303037419 |
34 | 8.6 | 8.91520310739394 | -0.315203107393937 |
35 | 8.5 | 8.9235485178253 | -0.423548517825292 |
36 | 8.5 | 8.93189392825665 | -0.431893928256648 |
37 | 9 | 8.940239338688 | 0.0597606613119961 |
38 | 9 | 8.94858474911936 | 0.0514152508806401 |
39 | 8.8 | 8.95693015955072 | -0.156930159550715 |
40 | 8 | 8.96527556998207 | -0.965275569982072 |
41 | 7.9 | 8.97362098041343 | -1.07362098041343 |
42 | 8.1 | 8.98196639084478 | -0.881966390844784 |
43 | 9.3 | 8.99031180127614 | 0.309688198723861 |
44 | 9.4 | 8.9986572117075 | 0.401342788292505 |
45 | 9.4 | 9.00700262213885 | 0.392997377861149 |
46 | 9.3 | 9.01534803257021 | 0.284651967429793 |
47 | 9 | 9.02369344300156 | -0.0236934430015635 |
48 | 9.1 | 9.03203885343292 | 0.0679611465670802 |
49 | 9.7 | 9.04038426386428 | 0.659615736135724 |
50 | 9.7 | 9.04872967429563 | 0.651270325704368 |
51 | 9.6 | 9.05707508472699 | 0.542924915273012 |
52 | 8.3 | 9.06542049515834 | -0.765420495158343 |
53 | 8.2 | 9.0737659055897 | -0.8737659055897 |
54 | 8.4 | 9.08211131602106 | -0.682111316021055 |
55 | 10.6 | 9.09045672645241 | 1.50954327354759 |
56 | 10.9 | 9.09880213688377 | 1.80119786311623 |
57 | 10.9 | 9.10714754731512 | 1.79285245268488 |
58 | 9.6 | 9.11549295774648 | 0.484507042253521 |
59 | 9.3 | 9.12383836817783 | 0.176161631822166 |
60 | 9.3 | 9.13218377860919 | 0.16781622139081 |
61 | 9.6 | 9.14052918904055 | 0.459470810959453 |
62 | 9.5 | 9.1488745994719 | 0.351125400528097 |
63 | 9.5 | 9.15722000990326 | 0.342779990096741 |
64 | 9 | 9.16556542033461 | -0.165565420334615 |
65 | 8.9 | 9.17391083076597 | -0.27391083076597 |
66 | 9 | 9.18225624119733 | -0.182256241197327 |
67 | 10.1 | 9.19060165162868 | 0.909398348371317 |
68 | 10.2 | 9.19894706206004 | 1.00105293793996 |
69 | 10.2 | 9.2072924724914 | 0.992707527508605 |
70 | 9.5 | 9.21563788292275 | 0.284362117077250 |
71 | 9.3 | 9.2239832933541 | 0.0760167066458944 |
72 | 9.3 | 9.23232870378546 | 0.0676712962145384 |
73 | 9.4 | 9.24067411421682 | 0.159325885783182 |
74 | 9.3 | 9.24901952464817 | 0.0509804753518265 |
75 | 9.1 | 9.25736493507953 | -0.157364935079531 |
76 | 9 | 9.26571034551089 | -0.265710345510886 |
77 | 8.9 | 9.27405575594224 | -0.374055755942242 |
78 | 9 | 9.2824011663736 | -0.282401166373598 |
79 | 9.8 | 9.29074657680495 | 0.509253423195047 |
80 | 10 | 9.2990919872363 | 0.70090801276369 |
81 | 9.8 | 9.30743739766767 | 0.492562602332335 |
82 | 9.4 | 9.31578280809902 | 0.0842171919009785 |
83 | 9 | 9.32412821853038 | -0.324128218530378 |
84 | 8.9 | 9.33247362896173 | -0.432473628961733 |
85 | 9.3 | 9.34081903939309 | -0.040819039393089 |
86 | 9.1 | 9.34916444982445 | -0.249164449824446 |
87 | 8.8 | 9.3575098602558 | -0.557509860255801 |
88 | 8.9 | 9.36585527068716 | -0.465855270687157 |
89 | 8.7 | 9.37420068111851 | -0.674200681118514 |
90 | 8.6 | 9.38254609154987 | -0.78254609154987 |
91 | 9.1 | 9.39089150198123 | -0.290891501981226 |
92 | 9.3 | 9.39923691241258 | -0.0992369124125806 |
93 | 8.9 | 9.40758232284394 | -0.507582322843937 |