Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 20.4347 + 0.44265Separate[t] -0.00883065Software[t] + 0.0308248Happiness[t] -0.058087Depression[t] -0.00632131t + 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) | 20.4347 | 3.04909 | 6.702 | 1.28694e-10 | 6.43472e-11 |
Separate | 0.44265 | 0.0572735 | 7.729 | 2.42434e-13 | 1.21217e-13 |
Software | -0.00883065 | 0.0971039 | -0.09094 | 0.927611 | 0.463805 |
Happiness | 0.0308248 | 0.103867 | 0.2968 | 0.76688 | 0.38344 |
Depression | -0.058087 | 0.0739739 | -0.7852 | 0.433035 | 0.216518 |
t | -0.00632131 | 0.00299986 | -2.107 | 0.0360654 | 0.0180327 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.480774 |
R-squared | 0.231144 |
Adjusted R-squared | 0.216244 |
F-TEST (value) | 15.5127 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 258 |
p-value | 2.42584e-13 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.36103 |
Sum Squared Residuals | 2914.5 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 36.8776 | 4.12241 |
2 | 39 | 34.4056 | 4.59442 |
3 | 30 | 35.3019 | -5.30186 |
4 | 31 | 34.6367 | -3.63671 |
5 | 34 | 35.9397 | -1.93969 |
6 | 35 | 33.0031 | 1.99691 |
7 | 39 | 33.1602 | 5.83976 |
8 | 34 | 35.9885 | -1.98847 |
9 | 36 | 35.6461 | 0.353932 |
10 | 37 | 36.8199 | 0.180072 |
11 | 38 | 33.9421 | 4.05786 |
12 | 36 | 35.4239 | 0.576073 |
13 | 38 | 35.1762 | 2.82378 |
14 | 39 | 36.7497 | 2.25028 |
15 | 33 | 36.5594 | -3.55942 |
16 | 32 | 34.4533 | -2.45335 |
17 | 36 | 34.022 | 1.97797 |
18 | 38 | 36.9207 | 1.07931 |
19 | 39 | 36.8888 | 2.11119 |
20 | 32 | 34.1051 | -2.10515 |
21 | 32 | 34.8153 | -2.81526 |
22 | 31 | 33.4376 | -2.43764 |
23 | 39 | 36.7297 | 2.27031 |
24 | 37 | 37.0059 | -0.00585678 |
25 | 39 | 34.2205 | 4.77946 |
26 | 41 | 34.075 | 6.92504 |
27 | 36 | 35.5227 | 0.477317 |
28 | 33 | 36.0723 | -3.07234 |
29 | 33 | 34.402 | -1.40199 |
30 | 34 | 34.3481 | -0.348121 |
31 | 31 | 33.8253 | -2.82531 |
32 | 27 | 33.856 | -6.85596 |
33 | 37 | 33.8031 | 3.19693 |
34 | 34 | 36.3152 | -2.31525 |
35 | 34 | 33.0634 | 0.936623 |
36 | 32 | 34.7812 | -2.78124 |
37 | 29 | 32.9591 | -3.95914 |
38 | 36 | 34.4613 | 1.53872 |
39 | 29 | 33.7651 | -4.76514 |
40 | 35 | 34.5208 | 0.479182 |
41 | 37 | 34.1916 | 2.80842 |
42 | 34 | 34.3506 | -0.350641 |
43 | 38 | 34.2237 | 3.7763 |
44 | 35 | 34.2324 | 0.76764 |
45 | 38 | 32.2795 | 5.72048 |
46 | 37 | 35.1146 | 1.88538 |
47 | 38 | 37.2257 | 0.774285 |
48 | 33 | 34.9076 | -1.90763 |
49 | 36 | 36.5012 | -0.501211 |
50 | 38 | 33.9392 | 4.06079 |
51 | 32 | 36.7217 | -4.72169 |
52 | 32 | 32.9155 | -0.915489 |
53 | 32 | 33.8946 | -1.89463 |
54 | 34 | 36.3559 | -2.35591 |
55 | 32 | 33.9386 | -1.93859 |
56 | 37 | 35.1406 | 1.85944 |
57 | 39 | 34.7566 | 4.24344 |
58 | 29 | 34.9518 | -5.95176 |
59 | 37 | 35.689 | 1.31099 |
60 | 35 | 34.5158 | 0.484218 |
61 | 30 | 31.4663 | -1.46632 |
62 | 38 | 34.6906 | 3.30944 |
63 | 34 | 35.0476 | -1.04758 |
64 | 31 | 35.0441 | -4.04405 |
65 | 34 | 33.3472 | 0.652788 |
66 | 35 | 35.95 | -0.950011 |
67 | 36 | 34.7319 | 1.26814 |
68 | 30 | 31.5321 | -1.53209 |
69 | 39 | 37.3058 | 1.69422 |
70 | 35 | 35.9134 | -0.91342 |
71 | 38 | 35.527 | 2.47297 |
72 | 31 | 36.325 | -5.325 |
73 | 34 | 36.8202 | -2.82018 |
74 | 38 | 37.8734 | 0.126578 |
75 | 34 | 31.5679 | 2.43208 |
76 | 39 | 32.4205 | 6.57948 |
77 | 37 | 35.9801 | 1.01992 |
78 | 34 | 32.9799 | 1.02013 |
79 | 28 | 33.2587 | -5.25871 |
80 | 37 | 31.6525 | 5.34751 |
81 | 33 | 35.5755 | -2.5755 |
82 | 35 | 36.128 | -1.128 |
83 | 37 | 34.2076 | 2.79236 |
84 | 32 | 34.622 | -2.62198 |
85 | 33 | 33.2076 | -0.207622 |
86 | 38 | 36.7822 | 1.21784 |
87 | 33 | 34.5634 | -1.56336 |
88 | 29 | 33.4666 | -4.46665 |
89 | 33 | 33.3114 | -0.311419 |
90 | 31 | 35.4906 | -4.49057 |
91 | 36 | 33.4212 | 2.57881 |
92 | 35 | 37.603 | -2.60304 |
93 | 32 | 31.6953 | 0.304734 |
94 | 29 | 32.6886 | -3.68864 |
95 | 39 | 35.5355 | 3.46452 |
96 | 37 | 34.6463 | 2.35371 |
97 | 35 | 33.2568 | 1.74323 |
98 | 37 | 34.6444 | 2.35562 |
99 | 32 | 35.5375 | -3.53746 |
100 | 38 | 35.5575 | 2.44253 |
101 | 37 | 34.6323 | 2.36766 |
102 | 36 | 35.8316 | 0.168355 |
103 | 32 | 31.7808 | 0.219243 |
104 | 33 | 36.4765 | -3.47645 |
105 | 40 | 33.0035 | 6.99646 |
106 | 38 | 35.0056 | 2.99436 |
107 | 41 | 36.4487 | 4.55134 |
108 | 36 | 34.5845 | 1.41547 |
109 | 43 | 37.1893 | 5.8107 |
110 | 30 | 34.3326 | -4.33262 |
111 | 31 | 33.6846 | -2.6846 |
112 | 32 | 37.54 | -5.53997 |
113 | 32 | 33.7909 | -1.79092 |
114 | 37 | 34.5336 | 2.46636 |
115 | 37 | 33.6701 | 3.32995 |
116 | 33 | 36.9109 | -3.91093 |
117 | 34 | 37.0069 | -3.00685 |
118 | 33 | 34.9931 | -1.99314 |
119 | 38 | 35.0721 | 2.92789 |
120 | 33 | 35.4556 | -2.45562 |
121 | 31 | 31.1249 | -0.124875 |
122 | 38 | 36.6443 | 1.35573 |
123 | 37 | 36.3519 | 0.648099 |
124 | 36 | 33.0816 | 2.9184 |
125 | 31 | 33.8813 | -2.88127 |
126 | 39 | 33.774 | 5.22599 |
127 | 44 | 36.7412 | 7.25877 |
128 | 33 | 35.4282 | -2.42819 |
129 | 35 | 33.8368 | 1.16322 |
130 | 32 | 33.8938 | -1.89381 |
131 | 28 | 32.7899 | -4.78993 |
132 | 40 | 35.7892 | 4.21083 |
133 | 27 | 32.3674 | -5.36737 |
134 | 37 | 36.0677 | 0.93232 |
135 | 32 | 31.9922 | 0.0078424 |
136 | 28 | 28.2369 | -0.23687 |
137 | 34 | 34.5826 | -0.582597 |
138 | 30 | 34.3765 | -4.37646 |
139 | 35 | 34.3589 | 0.641118 |
140 | 31 | 34.6666 | -3.66664 |
141 | 32 | 34.4043 | -2.40433 |
142 | 30 | 35.5156 | -5.5156 |
143 | 30 | 34.6255 | -4.62552 |
144 | 31 | 29.3735 | 1.62646 |
145 | 40 | 33.0238 | 6.97617 |
146 | 32 | 31.1447 | 0.855334 |
147 | 36 | 34.9188 | 1.08118 |
148 | 32 | 32.8462 | -0.846243 |
149 | 35 | 32.7519 | 2.24811 |
150 | 38 | 36.4842 | 1.51583 |
151 | 42 | 35.1567 | 6.84335 |
152 | 34 | 36.1855 | -2.18547 |
153 | 35 | 36.3507 | -1.35073 |
154 | 38 | 33.6144 | 4.38558 |
155 | 33 | 32.4615 | 0.538468 |
156 | 36 | 33.0103 | 2.98969 |
157 | 32 | 35.3856 | -3.38562 |
158 | 33 | 35.2385 | -2.23855 |
159 | 34 | 33.3752 | 0.624812 |
160 | 32 | 35.4977 | -3.49765 |
161 | 34 | 34.753 | -0.753029 |
162 | 27 | 29.7454 | -2.74537 |
163 | 31 | 30.4609 | 0.539117 |
164 | 38 | 33.2133 | 4.78674 |
165 | 34 | 35.8294 | -1.82938 |
166 | 24 | 31.5973 | -7.59726 |
167 | 30 | 33.6238 | -3.62383 |
168 | 26 | 29.8897 | -3.88965 |
169 | 34 | 35.4291 | -1.42914 |
170 | 27 | 34.864 | -7.86399 |
171 | 37 | 32.2091 | 4.79094 |
172 | 36 | 35.4156 | 0.584356 |
173 | 41 | 34.3259 | 6.67409 |
174 | 29 | 29.7524 | -0.752443 |
175 | 36 | 31.3547 | 4.64526 |
176 | 32 | 34.5957 | -2.59568 |
177 | 37 | 33.2006 | 3.79936 |
178 | 30 | 31.8338 | -1.83384 |
179 | 31 | 32.8493 | -1.84933 |
180 | 38 | 35.1213 | 2.87873 |
181 | 36 | 34.9125 | 1.08746 |
182 | 35 | 32.3887 | 2.61135 |
183 | 31 | 34.9042 | -3.90423 |
184 | 38 | 33.1811 | 4.81894 |
185 | 22 | 31.4077 | -9.4077 |
186 | 32 | 34.3854 | -2.38541 |
187 | 36 | 33.8239 | 2.17612 |
188 | 39 | 32.6719 | 6.32807 |
189 | 28 | 31.1598 | -3.15984 |
190 | 32 | 34.2441 | -2.24412 |
191 | 32 | 34.6407 | -2.64068 |
192 | 38 | 36.6717 | 1.32831 |
193 | 32 | 33.3867 | -1.38669 |
194 | 35 | 34.8989 | 0.101066 |
195 | 32 | 32.9277 | -0.927666 |
196 | 37 | 35.5833 | 1.41672 |
197 | 34 | 32.1599 | 1.84006 |
198 | 33 | 35.0154 | -2.01538 |
199 | 33 | 32.8477 | 0.152347 |
200 | 26 | 32.8748 | -6.87484 |
201 | 30 | 31.6276 | -1.62757 |
202 | 24 | 32.1143 | -8.11429 |
203 | 34 | 32.6792 | 1.32081 |
204 | 34 | 32.7915 | 1.20854 |
205 | 33 | 33.9417 | -0.941675 |
206 | 34 | 34.678 | -0.677988 |
207 | 35 | 35.1416 | -0.141579 |
208 | 35 | 34.5712 | 0.428834 |
209 | 36 | 33.2202 | 2.77983 |
210 | 34 | 33.4225 | 0.577505 |
211 | 34 | 32.8923 | 1.1077 |
212 | 41 | 38.3194 | 2.68057 |
213 | 32 | 35.548 | -3.54796 |
214 | 30 | 32.7292 | -2.72918 |
215 | 35 | 33.814 | 1.18603 |
216 | 28 | 29.7545 | -1.75445 |
217 | 33 | 34.3436 | -1.34363 |
218 | 39 | 33.7529 | 5.24707 |
219 | 36 | 33.4411 | 2.5589 |
220 | 36 | 35.8505 | 0.149477 |
221 | 35 | 33.1812 | 1.81882 |
222 | 38 | 34.6746 | 3.32541 |
223 | 33 | 32.4046 | 0.595377 |
224 | 31 | 33.0436 | -2.04361 |
225 | 34 | 33.9259 | 0.0741003 |
226 | 32 | 34.8008 | -2.8008 |
227 | 31 | 33.0229 | -2.02294 |
228 | 33 | 33.6369 | -0.636893 |
229 | 34 | 32.4257 | 1.57433 |
230 | 34 | 33.978 | 0.0220113 |
231 | 34 | 31.9355 | 2.06453 |
232 | 33 | 35.0486 | -2.04856 |
233 | 32 | 33.8985 | -1.89851 |
234 | 41 | 32.8526 | 8.14745 |
235 | 34 | 32.9961 | 1.00393 |
236 | 36 | 32.1025 | 3.89746 |
237 | 37 | 31.5455 | 5.45454 |
238 | 36 | 30.4214 | 5.57863 |
239 | 29 | 32.2094 | -3.20935 |
240 | 37 | 31.7773 | 5.22273 |
241 | 27 | 32.7944 | -5.79442 |
242 | 35 | 33.4435 | 1.55652 |
243 | 28 | 30.7068 | -2.70681 |
244 | 35 | 32.8872 | 2.11275 |
245 | 37 | 32.1689 | 4.83105 |
246 | 29 | 33.4791 | -4.47907 |
247 | 32 | 33.816 | -1.816 |
248 | 36 | 32.0479 | 3.95214 |
249 | 19 | 27.2322 | -8.23218 |
250 | 21 | 27.0684 | -6.06837 |
251 | 31 | 33.4855 | -2.48546 |
252 | 33 | 32.3579 | 0.642068 |
253 | 36 | 33.5943 | 2.40574 |
254 | 33 | 32.56 | 0.440024 |
255 | 37 | 32.7243 | 4.2757 |
256 | 34 | 32.8253 | 1.17468 |
257 | 35 | 34.1398 | 0.860224 |
258 | 31 | 32.1298 | -1.12979 |
259 | 37 | 33.3415 | 3.65852 |
260 | 35 | 31.8877 | 3.11231 |
261 | 27 | 31.7017 | -4.70168 |
262 | 34 | 35.2586 | -1.25855 |
263 | 40 | 33.5836 | 6.41639 |
264 | 29 | 32.5857 | -3.58567 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.912444 | 0.175113 | 0.0875563 |
10 | 0.843819 | 0.312361 | 0.156181 |
11 | 0.778542 | 0.442917 | 0.221458 |
12 | 0.714387 | 0.571226 | 0.285613 |
13 | 0.770293 | 0.459414 | 0.229707 |
14 | 0.689024 | 0.621953 | 0.310976 |
15 | 0.715964 | 0.568071 | 0.284036 |
16 | 0.696951 | 0.606099 | 0.303049 |
17 | 0.620945 | 0.758109 | 0.379055 |
18 | 0.546451 | 0.907098 | 0.453549 |
19 | 0.513288 | 0.973423 | 0.486712 |
20 | 0.504324 | 0.991352 | 0.495676 |
21 | 0.503814 | 0.992372 | 0.496186 |
22 | 0.434201 | 0.868403 | 0.565799 |
23 | 0.438968 | 0.877936 | 0.561032 |
24 | 0.369054 | 0.738109 | 0.630946 |
25 | 0.420531 | 0.841063 | 0.579469 |
26 | 0.650713 | 0.698574 | 0.349287 |
27 | 0.59466 | 0.81068 | 0.40534 |
28 | 0.586407 | 0.827187 | 0.413593 |
29 | 0.548279 | 0.903443 | 0.451721 |
30 | 0.49573 | 0.99146 | 0.50427 |
31 | 0.495486 | 0.990972 | 0.504514 |
32 | 0.652258 | 0.695485 | 0.347742 |
33 | 0.651878 | 0.696245 | 0.348122 |
34 | 0.606864 | 0.786272 | 0.393136 |
35 | 0.559161 | 0.881679 | 0.440839 |
36 | 0.527961 | 0.944078 | 0.472039 |
37 | 0.497005 | 0.994009 | 0.502995 |
38 | 0.470824 | 0.941648 | 0.529176 |
39 | 0.494281 | 0.988562 | 0.505719 |
40 | 0.45474 | 0.909479 | 0.54526 |
41 | 0.460239 | 0.920479 | 0.539761 |
42 | 0.413126 | 0.826251 | 0.586874 |
43 | 0.409999 | 0.819999 | 0.590001 |
44 | 0.379094 | 0.758187 | 0.620906 |
45 | 0.456866 | 0.913732 | 0.543134 |
46 | 0.433378 | 0.866756 | 0.566622 |
47 | 0.391054 | 0.782109 | 0.608946 |
48 | 0.356558 | 0.713116 | 0.643442 |
49 | 0.317897 | 0.635794 | 0.682103 |
50 | 0.325502 | 0.651004 | 0.674498 |
51 | 0.361557 | 0.723114 | 0.638443 |
52 | 0.320728 | 0.641457 | 0.679272 |
53 | 0.283953 | 0.567905 | 0.716047 |
54 | 0.250677 | 0.501354 | 0.749323 |
55 | 0.217759 | 0.435517 | 0.782241 |
56 | 0.229983 | 0.459965 | 0.770017 |
57 | 0.263103 | 0.526207 | 0.736897 |
58 | 0.348985 | 0.697971 | 0.651015 |
59 | 0.323884 | 0.647767 | 0.676116 |
60 | 0.291091 | 0.582182 | 0.708909 |
61 | 0.257158 | 0.514316 | 0.742842 |
62 | 0.26311 | 0.52622 | 0.73689 |
63 | 0.231122 | 0.462244 | 0.768878 |
64 | 0.231074 | 0.462147 | 0.768926 |
65 | 0.200834 | 0.401668 | 0.799166 |
66 | 0.172532 | 0.345064 | 0.827468 |
67 | 0.156 | 0.311999 | 0.844 |
68 | 0.141601 | 0.283201 | 0.858399 |
69 | 0.135765 | 0.271529 | 0.864235 |
70 | 0.114415 | 0.228831 | 0.885585 |
71 | 0.114714 | 0.229429 | 0.885286 |
72 | 0.13287 | 0.265739 | 0.86713 |
73 | 0.119578 | 0.239156 | 0.880422 |
74 | 0.102255 | 0.20451 | 0.897745 |
75 | 0.0910625 | 0.182125 | 0.908938 |
76 | 0.163382 | 0.326764 | 0.836618 |
77 | 0.143721 | 0.287442 | 0.856279 |
78 | 0.123716 | 0.247431 | 0.876284 |
79 | 0.163852 | 0.327705 | 0.836148 |
80 | 0.188543 | 0.377086 | 0.811457 |
81 | 0.173827 | 0.347654 | 0.826173 |
82 | 0.150504 | 0.301008 | 0.849496 |
83 | 0.144357 | 0.288714 | 0.855643 |
84 | 0.133908 | 0.267817 | 0.866092 |
85 | 0.114093 | 0.228185 | 0.885907 |
86 | 0.105711 | 0.211423 | 0.894289 |
87 | 0.0917496 | 0.183499 | 0.90825 |
88 | 0.103527 | 0.207054 | 0.896473 |
89 | 0.0876562 | 0.175312 | 0.912344 |
90 | 0.0919663 | 0.183933 | 0.908034 |
91 | 0.0862329 | 0.172466 | 0.913767 |
92 | 0.0757263 | 0.151453 | 0.924274 |
93 | 0.0632025 | 0.126405 | 0.936797 |
94 | 0.0669375 | 0.133875 | 0.933063 |
95 | 0.0755221 | 0.151044 | 0.924478 |
96 | 0.0726465 | 0.145293 | 0.927354 |
97 | 0.06419 | 0.12838 | 0.93581 |
98 | 0.059502 | 0.119004 | 0.940498 |
99 | 0.0579186 | 0.115837 | 0.942081 |
100 | 0.0541457 | 0.108291 | 0.945854 |
101 | 0.0519428 | 0.103886 | 0.948057 |
102 | 0.0428465 | 0.085693 | 0.957153 |
103 | 0.0354373 | 0.0708746 | 0.964563 |
104 | 0.0332579 | 0.0665159 | 0.966742 |
105 | 0.0681747 | 0.136349 | 0.931825 |
106 | 0.0671936 | 0.134387 | 0.932806 |
107 | 0.0847528 | 0.169506 | 0.915247 |
108 | 0.074622 | 0.149244 | 0.925378 |
109 | 0.116672 | 0.233344 | 0.883328 |
110 | 0.130889 | 0.261779 | 0.869111 |
111 | 0.125562 | 0.251124 | 0.874438 |
112 | 0.150202 | 0.300404 | 0.849798 |
113 | 0.13557 | 0.271139 | 0.86443 |
114 | 0.127816 | 0.255632 | 0.872184 |
115 | 0.128029 | 0.256059 | 0.871971 |
116 | 0.130211 | 0.260423 | 0.869789 |
117 | 0.121977 | 0.243954 | 0.878023 |
118 | 0.108639 | 0.217279 | 0.891361 |
119 | 0.106098 | 0.212197 | 0.893902 |
120 | 0.0967908 | 0.193582 | 0.903209 |
121 | 0.0840705 | 0.168141 | 0.91593 |
122 | 0.0749518 | 0.149904 | 0.925048 |
123 | 0.0642597 | 0.128519 | 0.93574 |
124 | 0.0616584 | 0.123317 | 0.938342 |
125 | 0.0586426 | 0.117285 | 0.941357 |
126 | 0.0764848 | 0.15297 | 0.923515 |
127 | 0.142961 | 0.285922 | 0.857039 |
128 | 0.134069 | 0.268139 | 0.865931 |
129 | 0.118596 | 0.237192 | 0.881404 |
130 | 0.106463 | 0.212925 | 0.893537 |
131 | 0.122687 | 0.245374 | 0.877313 |
132 | 0.137316 | 0.274632 | 0.862684 |
133 | 0.170469 | 0.340937 | 0.829531 |
134 | 0.151452 | 0.302905 | 0.848548 |
135 | 0.132572 | 0.265145 | 0.867428 |
136 | 0.115715 | 0.23143 | 0.884285 |
137 | 0.0994137 | 0.198827 | 0.900586 |
138 | 0.106194 | 0.212387 | 0.893806 |
139 | 0.0918517 | 0.183703 | 0.908148 |
140 | 0.0916547 | 0.183309 | 0.908345 |
141 | 0.0831279 | 0.166256 | 0.916872 |
142 | 0.104069 | 0.208137 | 0.895931 |
143 | 0.115859 | 0.231718 | 0.884141 |
144 | 0.105326 | 0.210652 | 0.894674 |
145 | 0.176747 | 0.353495 | 0.823253 |
146 | 0.159234 | 0.318469 | 0.840766 |
147 | 0.1424 | 0.284799 | 0.8576 |
148 | 0.123725 | 0.247451 | 0.876275 |
149 | 0.11693 | 0.23386 | 0.88307 |
150 | 0.104529 | 0.209058 | 0.895471 |
151 | 0.173181 | 0.346362 | 0.826819 |
152 | 0.157609 | 0.315218 | 0.842391 |
153 | 0.139189 | 0.278379 | 0.860811 |
154 | 0.159035 | 0.318069 | 0.840965 |
155 | 0.140719 | 0.281439 | 0.859281 |
156 | 0.143327 | 0.286654 | 0.856673 |
157 | 0.140571 | 0.281143 | 0.859429 |
158 | 0.127966 | 0.255932 | 0.872034 |
159 | 0.112659 | 0.225318 | 0.887341 |
160 | 0.112669 | 0.225338 | 0.887331 |
161 | 0.0967535 | 0.193507 | 0.903247 |
162 | 0.0889031 | 0.177806 | 0.911097 |
163 | 0.0782379 | 0.156476 | 0.921762 |
164 | 0.101477 | 0.202955 | 0.898523 |
165 | 0.0901688 | 0.180338 | 0.909831 |
166 | 0.152207 | 0.304415 | 0.847793 |
167 | 0.149807 | 0.299614 | 0.850193 |
168 | 0.14665 | 0.2933 | 0.85335 |
169 | 0.130534 | 0.261067 | 0.869466 |
170 | 0.244457 | 0.488914 | 0.755543 |
171 | 0.273931 | 0.547861 | 0.726069 |
172 | 0.245011 | 0.490021 | 0.754989 |
173 | 0.339164 | 0.678328 | 0.660836 |
174 | 0.307342 | 0.614683 | 0.692658 |
175 | 0.376118 | 0.752235 | 0.623882 |
176 | 0.356458 | 0.712917 | 0.643542 |
177 | 0.372324 | 0.744647 | 0.627676 |
178 | 0.341072 | 0.682144 | 0.658928 |
179 | 0.311522 | 0.623045 | 0.688478 |
180 | 0.302618 | 0.605237 | 0.697382 |
181 | 0.275878 | 0.551756 | 0.724122 |
182 | 0.282799 | 0.565598 | 0.717201 |
183 | 0.283426 | 0.566853 | 0.716574 |
184 | 0.356487 | 0.712975 | 0.643513 |
185 | 0.53776 | 0.924479 | 0.46224 |
186 | 0.52071 | 0.958581 | 0.47929 |
187 | 0.50432 | 0.991359 | 0.49568 |
188 | 0.660684 | 0.678633 | 0.339316 |
189 | 0.635965 | 0.72807 | 0.364035 |
190 | 0.615366 | 0.769268 | 0.384634 |
191 | 0.594298 | 0.811405 | 0.405702 |
192 | 0.560705 | 0.87859 | 0.439295 |
193 | 0.522917 | 0.954165 | 0.477083 |
194 | 0.48285 | 0.9657 | 0.51715 |
195 | 0.442509 | 0.885019 | 0.557491 |
196 | 0.410198 | 0.820395 | 0.589802 |
197 | 0.388793 | 0.777587 | 0.611207 |
198 | 0.365278 | 0.730556 | 0.634722 |
199 | 0.327395 | 0.65479 | 0.672605 |
200 | 0.425154 | 0.850307 | 0.574846 |
201 | 0.389605 | 0.77921 | 0.610395 |
202 | 0.561448 | 0.877104 | 0.438552 |
203 | 0.529574 | 0.940853 | 0.470426 |
204 | 0.491654 | 0.983307 | 0.508346 |
205 | 0.450472 | 0.900943 | 0.549528 |
206 | 0.413548 | 0.827095 | 0.586452 |
207 | 0.374578 | 0.749156 | 0.625422 |
208 | 0.336405 | 0.67281 | 0.663595 |
209 | 0.31958 | 0.63916 | 0.68042 |
210 | 0.281647 | 0.563294 | 0.718353 |
211 | 0.247181 | 0.494362 | 0.752819 |
212 | 0.220825 | 0.44165 | 0.779175 |
213 | 0.266558 | 0.533116 | 0.733442 |
214 | 0.255536 | 0.511072 | 0.744464 |
215 | 0.222749 | 0.445498 | 0.777251 |
216 | 0.192399 | 0.384798 | 0.807601 |
217 | 0.173902 | 0.347804 | 0.826098 |
218 | 0.198667 | 0.397334 | 0.801333 |
219 | 0.172523 | 0.345047 | 0.827477 |
220 | 0.151543 | 0.303085 | 0.848457 |
221 | 0.128485 | 0.256971 | 0.871515 |
222 | 0.116675 | 0.23335 | 0.883325 |
223 | 0.0944292 | 0.188858 | 0.905571 |
224 | 0.0794382 | 0.158876 | 0.920562 |
225 | 0.0677776 | 0.135555 | 0.932222 |
226 | 0.0680739 | 0.136148 | 0.931926 |
227 | 0.0641915 | 0.128383 | 0.935808 |
228 | 0.0533695 | 0.106739 | 0.946631 |
229 | 0.0418417 | 0.0836833 | 0.958158 |
230 | 0.0337489 | 0.0674978 | 0.966251 |
231 | 0.0260518 | 0.0521035 | 0.973948 |
232 | 0.0395737 | 0.0791473 | 0.960426 |
233 | 0.043268 | 0.086536 | 0.956732 |
234 | 0.0707386 | 0.141477 | 0.929261 |
235 | 0.0532524 | 0.106505 | 0.946748 |
236 | 0.0484753 | 0.0969507 | 0.951525 |
237 | 0.0592001 | 0.1184 | 0.9408 |
238 | 0.184568 | 0.369136 | 0.815432 |
239 | 0.149956 | 0.299913 | 0.850044 |
240 | 0.291925 | 0.58385 | 0.708075 |
241 | 0.320847 | 0.641694 | 0.679153 |
242 | 0.265684 | 0.531368 | 0.734316 |
243 | 0.235435 | 0.47087 | 0.764565 |
244 | 0.18651 | 0.373019 | 0.81349 |
245 | 0.431899 | 0.863799 | 0.568101 |
246 | 0.607949 | 0.784103 | 0.392051 |
247 | 0.594567 | 0.810866 | 0.405433 |
248 | 0.607516 | 0.784967 | 0.392484 |
249 | 0.632943 | 0.734113 | 0.367057 |
250 | 0.546884 | 0.906231 | 0.453116 |
251 | 0.639777 | 0.720447 | 0.360223 |
252 | 0.693521 | 0.612958 | 0.306479 |
253 | 0.758585 | 0.48283 | 0.241415 |
254 | 0.761498 | 0.477004 | 0.238502 |
255 | 0.603973 | 0.792053 | 0.396027 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 0 | 0 | OK |
5% type I error level | 0 | 0 | OK |
10% type I error level | 9 | 0.0364372 | OK |