Multiple Linear Regression - Estimated Regression Equation |
compendium_views_info[t] = + 56.910838107444 + 0.00252874096039068time_in_rfc[t] + 0.582228213191532logins[t] + 1.13158170965296compendium_views_pr[t] + 6.1108516381231shared_compendiums[t] + 1.23552824898036blogged_computations[t] -4.02296245206831compendiums_reviewed[t] + 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) | 56.910838107444 | 17.53269 | 3.246 | 0.001312 | 0.000656 |
time_in_rfc | 0.00252874096039068 | 0.000187 | 13.5069 | 0 | 0 |
logins | 0.582228213191532 | 0.29093 | 2.0013 | 0.046322 | 0.023161 |
compendium_views_pr | 1.13158170965296 | 0.144134 | 7.8509 | 0 | 0 |
shared_compendiums | 6.1108516381231 | 2.716184 | 2.2498 | 0.025233 | 0.012617 |
blogged_computations | 1.23552824898036 | 0.362781 | 3.4057 | 0.000756 | 0.000378 |
compendiums_reviewed | -4.02296245206831 | 1.098526 | -3.6621 | 0.000299 | 0.000149 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.918505792239999 |
R-squared | 0.843652890378428 |
Adjusted R-squared | 0.840326356131161 |
F-TEST (value) | 253.613168441429 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 114.642047715574 |
Sum Squared Residuals | 3706269.34744643 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 396 | 709.753319282946 | -313.753319282946 |
2 | 297 | 441.145847282509 | -144.145847282509 |
3 | 559 | 585.862597956776 | -26.8625979567763 |
4 | 967 | 728.603101150404 | 238.396898849596 |
5 | 270 | 415.112752119608 | -145.112752119608 |
6 | 143 | 160.451568551752 | -17.4515685517518 |
7 | 1562 | 1205.60595567738 | 356.394044322621 |
8 | 109 | 129.881082937531 | -20.8810829375315 |
9 | 371 | 430.662258913738 | -59.6622589137378 |
10 | 656 | 513.234877764757 | 142.765122235243 |
11 | 511 | 543.671991403717 | -32.6719914037173 |
12 | 655 | 732.903914208879 | -77.903914208879 |
13 | 465 | 573.912023330136 | -108.912023330136 |
14 | 525 | 460.879782392652 | 64.1202176073477 |
15 | 885 | 831.955474713208 | 53.0445252867919 |
16 | 497 | 587.513321154175 | -90.5133211541749 |
17 | 1436 | 1096.25157086708 | 339.748429132921 |
18 | 612 | 750.253488483786 | -138.253488483786 |
19 | 865 | 798.588946079056 | 66.4110539209445 |
20 | 385 | 468.354113703017 | -83.3541137030169 |
21 | 567 | 695.396175549281 | -128.396175549281 |
22 | 639 | 710.877256070786 | -71.8772560707861 |
23 | 963 | 1052.7961455611 | -89.7961455610967 |
24 | 398 | 520.511293958996 | -122.511293958996 |
25 | 410 | 461.386732116539 | -51.3867321165395 |
26 | 966 | 720.260351341779 | 245.739648658221 |
27 | 801 | 592.955387902723 | 208.044612097277 |
28 | 892 | 790.05119294489 | 101.94880705511 |
29 | 513 | 720.735850251152 | -207.735850251152 |
30 | 469 | 403.115188713288 | 65.8848112867116 |
31 | 683 | 768.569359553225 | -85.5693595532249 |
32 | 643 | 662.619888070197 | -19.6198880701966 |
33 | 535 | 516.015287012624 | 18.9847129873758 |
34 | 625 | 787.758836123454 | -162.758836123454 |
35 | 264 | 277.577972298657 | -13.5779722986565 |
36 | 992 | 924.693224913673 | 67.3067750863267 |
37 | 238 | 363.299436194273 | -125.299436194273 |
38 | 818 | 666.060410531335 | 151.939589468665 |
39 | 937 | 968.04177268082 | -31.0417726808195 |
40 | 70 | 86.0865445731163 | -16.0865445731163 |
41 | 507 | 558.24646034156 | -51.2464603415603 |
42 | 260 | 370.228376850855 | -110.228376850855 |
43 | 503 | 474.811274762571 | 28.1887252374292 |
44 | 927 | 857.943253504813 | 69.0567464951868 |
45 | 1269 | 884.262327311926 | 384.737672688074 |
46 | 537 | 505.185057208636 | 31.8149427913644 |
47 | 910 | 674.86771162205 | 235.13228837795 |
48 | 532 | 551.7957565653 | -19.7957565653001 |
49 | 345 | 380.169928624055 | -35.1699286240553 |
50 | 918 | 364.015923235702 | 553.984076764298 |
51 | 1635 | 1820.78342339804 | -185.783423398041 |
52 | 330 | 277.46461269257 | 52.5353873074298 |
53 | 557 | 588.74172353361 | -31.7417235336094 |
54 | 1178 | 965.655317466762 | 212.344682533238 |
55 | 740 | 515.130709091265 | 224.869290908735 |
56 | 452 | 539.679945934165 | -87.6799459341652 |
57 | 218 | 148.473511950599 | 69.5264880494007 |
58 | 764 | 1110.27920565814 | -346.279205658139 |
59 | 255 | 239.100456829631 | 15.8995431703687 |
60 | 454 | 428.10921635485 | 25.8907836451501 |
61 | 866 | 744.522152093776 | 121.477847906224 |
62 | 574 | 766.663301753457 | -192.663301753457 |
63 | 1276 | 1271.23604814717 | 4.76395185282809 |
64 | 379 | 393.703736512869 | -14.7037365128686 |
65 | 825 | 942.081923586398 | -117.081923586398 |
66 | 798 | 841.105629219029 | -43.1056292190293 |
67 | 663 | 741.955180341068 | -78.9551803410683 |
68 | 1069 | 1023.89061754814 | 45.1093824518555 |
69 | 921 | 937.717428583849 | -16.7174285838487 |
70 | 858 | 597.919055572689 | 260.080944427311 |
71 | 711 | 653.902951789263 | 57.0970482107374 |
72 | 503 | 589.921004104139 | -86.9210041041389 |
73 | 382 | 575.461370378118 | -193.461370378118 |
74 | 464 | 531.353468150175 | -67.3534681501751 |
75 | 717 | 684.373571131213 | 32.6264288687869 |
76 | 690 | 683.850569061246 | 6.1494309387542 |
77 | 462 | 528.544879990636 | -66.5448799906364 |
78 | 657 | 615.424305606742 | 41.5756943932577 |
79 | 385 | 277.021780006875 | 107.978219993125 |
80 | 577 | 606.041784340815 | -29.0417843408149 |
81 | 619 | 578.606869116234 | 40.393130883766 |
82 | 479 | 504.664921639012 | -25.6649216390117 |
83 | 817 | 907.975415826146 | -90.9754158261456 |
84 | 752 | 768.455097217791 | -16.4550972177913 |
85 | 430 | 605.113623189281 | -175.113623189281 |
86 | 451 | 492.617403457579 | -41.6174034575791 |
87 | 537 | 488.0282911598 | 48.9717088401996 |
88 | 519 | 405.155083721092 | 113.844916278908 |
89 | 1000 | 1098.34961037995 | -98.349610379948 |
90 | 637 | 473.937455575195 | 163.062544424805 |
91 | 465 | 639.384069982938 | -174.384069982938 |
92 | 437 | 339.611927986472 | 97.3880720135278 |
93 | 711 | 509.992566461738 | 201.007433538262 |
94 | 299 | 475.077871439409 | -176.077871439409 |
95 | 248 | 382.658235098089 | -134.658235098089 |
96 | 1162 | 1122.63110660697 | 39.3688933930256 |
97 | 714 | 714.141701630074 | -0.141701630073811 |
98 | 905 | 580.62228834611 | 324.37771165389 |
99 | 649 | 634.389613440294 | 14.6103865597063 |
100 | 512 | 657.980933805179 | -145.980933805179 |
101 | 472 | 506.657827138326 | -34.6578271383258 |
102 | 905 | 738.489605581427 | 166.510394418573 |
103 | 786 | 812.139115316268 | -26.1391153162678 |
104 | 489 | 534.095914637126 | -45.0959146371262 |
105 | 479 | 610.534681586169 | -131.534681586169 |
106 | 617 | 765.826234505878 | -148.826234505878 |
107 | 925 | 909.380179212786 | 15.6198207872143 |
108 | 351 | 334.675711404627 | 16.3242885953725 |
109 | 1144 | 1085.73044936734 | 58.269550632657 |
110 | 669 | 736.283706307584 | -67.2837063075837 |
111 | 707 | 772.592294290616 | -65.5922942906164 |
112 | 458 | 494.678868694246 | -36.678868694246 |
113 | 214 | 187.250643759573 | 26.7493562404266 |
114 | 599 | 598.649082848892 | 0.350917151107933 |
115 | 572 | 572.219890955208 | -0.219890955208427 |
116 | 897 | 698.097811614566 | 198.902188385434 |
117 | 819 | 804.698397532138 | 14.3016024678616 |
118 | 720 | 774.452034604485 | -54.4520346044847 |
119 | 273 | 315.823266416014 | -42.8232664160137 |
120 | 508 | 464.384412538909 | 43.6155874610912 |
121 | 506 | 504.210652564065 | 1.78934743593486 |
122 | 451 | 299.702865083676 | 151.297134916324 |
123 | 699 | 655.027307216575 | 43.9726927834246 |
124 | 407 | 411.277866866665 | -4.27786686666478 |
125 | 465 | 673.482939018791 | -208.482939018791 |
126 | 245 | 339.744804707572 | -94.744804707572 |
127 | 370 | 421.039025622075 | -51.0390256220755 |
128 | 316 | 408.480994261195 | -92.4809942611952 |
129 | 603 | 782.9389265047 | -179.9389265047 |
130 | 154 | 141.724992311373 | 12.2750076886267 |
131 | 229 | 224.272500256172 | 4.7274997438283 |
132 | 577 | 533.475294019618 | 43.5247059803818 |
133 | 192 | 264.784385071732 | -72.7843850717319 |
134 | 617 | 431.938361426722 | 185.061638573278 |
135 | 411 | 468.466781707061 | -57.4667817070611 |
136 | 975 | 994.28379594149 | -19.2837959414901 |
137 | 146 | 126.671878113801 | 19.3281218861989 |
138 | 705 | 680.940366418464 | 24.0596335815364 |
139 | 184 | 137.561521764618 | 46.4384782353822 |
140 | 200 | 162.361649165261 | 37.6383508347389 |
141 | 274 | 205.802496516078 | 68.1975034839224 |
142 | 502 | 509.218253830269 | -7.21825383026859 |
143 | 382 | 362.051167270475 | 19.9488327295252 |
144 | 964 | 894.622816623393 | 69.3771833766074 |
145 | 537 | 580.844189053564 | -43.8441890535638 |
146 | 438 | 385.47406732176 | 52.5259326782404 |
147 | 369 | 455.183860160829 | -86.1838601608288 |
148 | 417 | 320.530239488926 | 96.4697605110738 |
149 | 276 | 219.766905685419 | 56.2330943145811 |
150 | 514 | 499.255809736468 | 14.7441902635316 |
151 | 822 | 846.32340526576 | -24.32340526576 |
152 | 389 | 466.068511331147 | -77.0685113311471 |
153 | 466 | 404.425765002028 | 61.5742349979718 |
154 | 1255 | 1078.67523446045 | 176.324765539545 |
155 | 694 | 866.578921328143 | -172.578921328143 |
156 | 1024 | 1112.81136995177 | -88.8113699517709 |
157 | 400 | 466.822058207974 | -66.8220582079741 |
158 | 397 | 454.408583433913 | -57.4085834339125 |
159 | 350 | 267.72943688212 | 82.2705631178798 |
160 | 719 | 902.82715106735 | -183.82715106735 |
161 | 1277 | 1168.57862238629 | 108.421377613707 |
162 | 356 | 333.166501089313 | 22.8334989106874 |
163 | 457 | 491.773473063514 | -34.7734730635137 |
164 | 1402 | 1077.38774006324 | 324.612259936761 |
165 | 600 | 458.210522310074 | 141.789477689926 |
166 | 480 | 653.383245669922 | -173.383245669922 |
167 | 595 | 644.708160400049 | -49.7081604000493 |
168 | 436 | 457.294796478508 | -21.2947964785081 |
169 | 230 | 419.867115065155 | -189.867115065155 |
170 | 651 | 780.250487529604 | -129.250487529604 |
171 | 1367 | 1022.7581649843 | 344.241835015703 |
172 | 564 | 666.265437335741 | -102.265437335741 |
173 | 716 | 558.096399222089 | 157.903600777911 |
174 | 747 | 857.825465441103 | -110.825465441103 |
175 | 467 | 498.309038597011 | -31.3090385970109 |
176 | 671 | 477.638758168632 | 193.361241831369 |
177 | 861 | 645.120565961131 | 215.879434038869 |
178 | 319 | 332.423190562249 | -13.4231905622489 |
179 | 612 | 742.420004972623 | -130.420004972623 |
180 | 433 | 540.708896756585 | -107.708896756585 |
181 | 434 | 385.218158669302 | 48.7818413306982 |
182 | 503 | 404.753864715038 | 98.2461352849625 |
183 | 85 | 104.817380461499 | -19.8173804614989 |
184 | 564 | 560.888199369108 | 3.11180063089219 |
185 | 824 | 899.241502223016 | -75.2415022230156 |
186 | 74 | 86.6750830901165 | -12.6750830901165 |
187 | 259 | 189.179054278097 | 69.8209457219029 |
188 | 69 | 103.565579482267 | -34.5655794822673 |
189 | 535 | 463.687588126287 | 71.3124118737131 |
190 | 239 | 313.701479212874 | -74.7014792128743 |
191 | 438 | 483.988037064426 | -45.9880370644258 |
192 | 459 | 320.396862240313 | 138.603137759687 |
193 | 426 | 448.439182486133 | -22.4391824861332 |
194 | 288 | 452.909596131991 | -164.909596131991 |
195 | 498 | 465.507600683954 | 32.492399316046 |
196 | 454 | 495.770921099493 | -41.7709210994933 |
197 | 376 | 247.674969328236 | 128.325030671764 |
198 | 225 | 239.809864741186 | -14.8098647411863 |
199 | 555 | 370.318824452884 | 184.681175547116 |
200 | 252 | 281.915184026681 | -29.9151840266807 |
201 | 208 | 291.016277609424 | -83.0162776094238 |
202 | 130 | 161.441905425475 | -31.441905425475 |
203 | 481 | 522.102440316675 | -41.1024403166751 |
204 | 389 | 432.82083838876 | -43.8208383887601 |
205 | 565 | 414.329776662589 | 150.670223337411 |
206 | 173 | 150.454719466377 | 22.545280533623 |
207 | 278 | 305.482395639543 | -27.4823956395431 |
208 | 609 | 600.637093377919 | 8.3629066220808 |
209 | 422 | 451.502515199637 | -29.5025151996369 |
210 | 445 | 403.132855671991 | 41.8671443280088 |
211 | 387 | 407.951114033687 | -20.9511140336874 |
212 | 339 | 415.985127425093 | -76.9851274250928 |
213 | 181 | 212.273014174836 | -31.2730141748359 |
214 | 245 | 293.603235085771 | -48.6032350857713 |
215 | 384 | 220.266654403245 | 163.733345596755 |
216 | 212 | 197.275220049713 | 14.7247799502867 |
217 | 399 | 291.947871914499 | 107.052128085501 |
218 | 229 | 303.505234739311 | -74.5052347393111 |
219 | 224 | 265.651627664202 | -41.651627664202 |
220 | 203 | 254.678632529645 | -51.678632529645 |
221 | 333 | 252.700100106152 | 80.2998998938475 |
222 | 384 | 406.814382518667 | -22.8143825186667 |
223 | 636 | 497.58494575715 | 138.41505424285 |
224 | 185 | 244.594457135211 | -59.5944571352113 |
225 | 93 | 120.817826111266 | -27.8178261112664 |
226 | 581 | 603.320878323314 | -22.3208783233138 |
227 | 248 | 340.365369940176 | -92.3653699401758 |
228 | 304 | 269.954830850792 | 34.0451691492077 |
229 | 344 | 318.85743890811 | 25.1425610918898 |
230 | 407 | 286.952366544429 | 120.047633455571 |
231 | 170 | 142.686714302607 | 27.3132856973933 |
232 | 312 | 346.782888101165 | -34.7828881011648 |
233 | 507 | 346.4409009234 | 160.5590990766 |
234 | 224 | 226.940428761129 | -2.94042876112868 |
235 | 340 | 286.531159051508 | 53.4688409484924 |
236 | 168 | 245.040305330566 | -77.0403053305659 |
237 | 443 | 483.69803520158 | -40.6980352015802 |
238 | 204 | 188.951010155096 | 15.0489898449041 |
239 | 367 | 330.972924473819 | 36.0270755261806 |
240 | 210 | 170.452079607987 | 39.547920392013 |
241 | 335 | 339.46756536789 | -4.46756536789034 |
242 | 364 | 528.107290402211 | -164.107290402211 |
243 | 178 | 253.107702287456 | -75.1077022874558 |
244 | 206 | 217.176297944164 | -11.1762979441636 |
245 | 279 | 288.201150027953 | -9.20115002795286 |
246 | 387 | 307.188376784421 | 79.8116232155792 |
247 | 490 | 446.327669224602 | 43.6723307753984 |
248 | 238 | 303.657673031319 | -65.6576730313186 |
249 | 343 | 358.534018297343 | -15.5340182973433 |
250 | 232 | 168.53531347206 | 63.4646865279398 |
251 | 530 | 567.690445112755 | -37.6904451127551 |
252 | 291 | 387.011806571274 | -96.0118065712741 |
253 | 67 | 141.256587724621 | -74.2565877246208 |
254 | 397 | 397.509174772144 | -0.509174772144039 |
255 | 467 | 305.66437585121 | 161.33562414879 |
256 | 178 | 151.06015243375 | 26.9398475662504 |
257 | 175 | 163.708136753558 | 11.2918632464418 |
258 | 299 | 349.8736266575 | -50.8736266575002 |
259 | 154 | 244.766475533617 | -90.7664755336169 |
260 | 106 | 183.783522118081 | -77.7835221180807 |
261 | 189 | 139.906863076144 | 49.0931369238557 |
262 | 194 | 357.189271883486 | -163.189271883486 |
263 | 135 | 162.798995311339 | -27.7989953113393 |
264 | 201 | 229.897666619064 | -28.8976666190636 |
265 | 207 | 205.434484375135 | 1.56551562486466 |
266 | 280 | 315.549156997044 | -35.5491569970437 |
267 | 260 | 271.263517332946 | -11.2635173329463 |
268 | 227 | 278.603989832354 | -51.6039898323544 |
269 | 239 | 405.562137803102 | -166.562137803102 |
270 | 333 | 308.318852917077 | 24.6811470829231 |
271 | 428 | 416.765551627859 | 11.2344483721414 |
272 | 230 | 262.359324875426 | -32.3593248754265 |
273 | 292 | 253.661202247573 | 38.3387977524266 |
274 | 350 | 429.468218602754 | -79.4682186027544 |
275 | 186 | 248.800796620144 | -62.8007966201441 |
276 | 326 | 313.595423284103 | 12.4045767158969 |
277 | 155 | 210.618452207156 | -55.6184522071559 |
278 | 75 | 145.7958747141 | -70.7958747141 |
279 | 361 | 346.687130256992 | 14.3128697430078 |
280 | 261 | 284.769956326821 | -23.7699563268209 |
281 | 299 | 299.632595457827 | -0.63259545782699 |
282 | 300 | 306.062445316468 | -6.06244531646777 |
283 | 450 | 354.570756099907 | 95.4292439000927 |
284 | 183 | 206.380261642206 | -23.380261642206 |
285 | 238 | 223.668120692429 | 14.3318793075708 |
286 | 165 | 174.289262428595 | -9.2892624285949 |
287 | 234 | 229.369535353849 | 4.63046464615095 |
288 | 176 | 262.376640788461 | -86.376640788461 |
289 | 329 | 254.910434878367 | 74.0895651216331 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.999501413878176 | 0.000997172243647427 | 0.000498586121823713 |
11 | 0.998888209976533 | 0.00222358004693372 | 0.00111179002346686 |
12 | 0.998709172190501 | 0.00258165561899743 | 0.00129082780949872 |
13 | 0.997264638886275 | 0.00547072222744988 | 0.00273536111372494 |
14 | 0.995648448039964 | 0.00870310392007224 | 0.00435155196003612 |
15 | 0.992517505603667 | 0.0149649887926658 | 0.0074824943963329 |
16 | 0.988806472297834 | 0.0223870554043325 | 0.0111935277021662 |
17 | 0.993121617431096 | 0.0137567651378079 | 0.00687838256890396 |
18 | 0.991626791048107 | 0.0167464179037855 | 0.00837320895189275 |
19 | 0.989535292226595 | 0.0209294155468103 | 0.0104647077734052 |
20 | 0.983660088689473 | 0.0326798226210536 | 0.0163399113105268 |
21 | 0.977095109746722 | 0.0458097805065561 | 0.022904890253278 |
22 | 0.969315271792176 | 0.0613694564156476 | 0.0306847282078238 |
23 | 0.980016634317363 | 0.0399667313652737 | 0.0199833656826369 |
24 | 0.972464986134068 | 0.0550700277318643 | 0.0275350138659322 |
25 | 0.965012591302766 | 0.0699748173944671 | 0.0349874086972336 |
26 | 0.96391735781343 | 0.0721652843731407 | 0.0360826421865703 |
27 | 0.966409420315379 | 0.0671811593692417 | 0.0335905796846208 |
28 | 0.956000628318033 | 0.087998743363933 | 0.0439993716819665 |
29 | 0.974897358486852 | 0.0502052830262969 | 0.0251026415131485 |
30 | 0.97742750132561 | 0.0451449973487808 | 0.0225724986743904 |
31 | 0.972505037609266 | 0.0549899247814674 | 0.0274949623907337 |
32 | 0.963946206029676 | 0.0721075879406474 | 0.0360537939703237 |
33 | 0.954388061123415 | 0.0912238777531704 | 0.0456119388765852 |
34 | 0.954042748498896 | 0.0919145030022078 | 0.0459572515011039 |
35 | 0.950101140769239 | 0.0997977184615214 | 0.0498988592307607 |
36 | 0.941029183047072 | 0.117941633905856 | 0.0589708169529278 |
37 | 0.933244725569021 | 0.133510548861958 | 0.0667552744309791 |
38 | 0.956401652704702 | 0.0871966945905964 | 0.0435983472952982 |
39 | 0.950299181476015 | 0.0994016370479692 | 0.0497008185239846 |
40 | 0.940583396808759 | 0.118833206382482 | 0.0594166031912411 |
41 | 0.928320261534478 | 0.143359476931043 | 0.0716797384655216 |
42 | 0.915078418751898 | 0.169843162496205 | 0.0849215812481023 |
43 | 0.913392997371596 | 0.173214005256808 | 0.0866070026284039 |
44 | 0.901298109714172 | 0.197403780571657 | 0.0987018902858284 |
45 | 0.990249737468681 | 0.0195005250626378 | 0.0097502625313189 |
46 | 0.987480240026559 | 0.025039519946883 | 0.0125197599734415 |
47 | 0.988817412536421 | 0.0223651749271578 | 0.0111825874635789 |
48 | 0.985465202619715 | 0.0290695947605695 | 0.0145347973802847 |
49 | 0.981397319690358 | 0.0372053606192844 | 0.0186026803096422 |
50 | 0.999993426359193 | 1.31472816130843e-05 | 6.57364080654214e-06 |
51 | 0.999998703675742 | 2.59264851614839e-06 | 1.2963242580742e-06 |
52 | 0.999998062029944 | 3.87594011178314e-06 | 1.93797005589157e-06 |
53 | 0.999997040500763 | 5.91899847359516e-06 | 2.95949923679758e-06 |
54 | 0.999998519676637 | 2.96064672695228e-06 | 1.48032336347614e-06 |
55 | 0.999999660682556 | 6.78634888957171e-07 | 3.39317444478586e-07 |
56 | 0.999999617751143 | 7.64497714071755e-07 | 3.82248857035877e-07 |
57 | 0.99999951867401 | 9.62651978943109e-07 | 4.81325989471555e-07 |
58 | 0.999999999392563 | 1.21487312260248e-09 | 6.07436561301238e-10 |
59 | 0.999999998929804 | 2.14039279490924e-09 | 1.07019639745462e-09 |
60 | 0.999999998130478 | 3.73904384797412e-09 | 1.86952192398706e-09 |
61 | 0.999999997954574 | 4.09085246711442e-09 | 2.04542623355721e-09 |
62 | 0.999999999187814 | 1.62437234518552e-09 | 8.12186172592759e-10 |
63 | 0.999999998529417 | 2.941166016032e-09 | 1.470583008016e-09 |
64 | 0.999999997381181 | 5.23763773535247e-09 | 2.61881886767623e-09 |
65 | 0.99999999743984 | 5.120319448545e-09 | 2.5601597242725e-09 |
66 | 0.999999996474697 | 7.05060595645928e-09 | 3.52530297822964e-09 |
67 | 0.999999994791144 | 1.04177122521364e-08 | 5.20885612606822e-09 |
68 | 0.999999991605262 | 1.67894764998278e-08 | 8.39473824991388e-09 |
69 | 0.999999985783964 | 2.84320725078792e-08 | 1.42160362539396e-08 |
70 | 0.999999998412573 | 3.17485332223185e-09 | 1.58742666111592e-09 |
71 | 0.999999997682199 | 4.63560224388501e-09 | 2.31780112194251e-09 |
72 | 0.999999996777436 | 6.44512754435515e-09 | 3.22256377217758e-09 |
73 | 0.999999998738221 | 2.52355767583076e-09 | 1.26177883791538e-09 |
74 | 0.9999999981479 | 3.70420057459309e-09 | 1.85210028729654e-09 |
75 | 0.999999996924084 | 6.15183254979512e-09 | 3.07591627489756e-09 |
76 | 0.999999994843285 | 1.0313429248501e-08 | 5.15671462425049e-09 |
77 | 0.999999992992577 | 1.40148466052416e-08 | 7.00742330262082e-09 |
78 | 0.999999989015985 | 2.19680293207652e-08 | 1.09840146603826e-08 |
79 | 0.999999988635522 | 2.2728956843159e-08 | 1.13644784215795e-08 |
80 | 0.999999981394616 | 3.72107679768566e-08 | 1.86053839884283e-08 |
81 | 0.999999970508638 | 5.89827239327051e-08 | 2.94913619663525e-08 |
82 | 0.999999954664287 | 9.06714265429552e-08 | 4.53357132714776e-08 |
83 | 0.99999994437194 | 1.11256119561521e-07 | 5.56280597807607e-08 |
84 | 0.999999909756907 | 1.80486185973524e-07 | 9.02430929867619e-08 |
85 | 0.999999945991931 | 1.08016138768212e-07 | 5.40080693841059e-08 |
86 | 0.999999918569061 | 1.62861877125563e-07 | 8.14309385627817e-08 |
87 | 0.999999878115361 | 2.43769278662617e-07 | 1.21884639331308e-07 |
88 | 0.999999875040593 | 2.49918814802248e-07 | 1.24959407401124e-07 |
89 | 0.999999858434359 | 2.83131282646687e-07 | 1.41565641323344e-07 |
90 | 0.999999913221479 | 1.73557041193558e-07 | 8.67785205967791e-08 |
91 | 0.999999950569804 | 9.88603916837272e-08 | 4.94301958418636e-08 |
92 | 0.999999941867412 | 1.16265176634325e-07 | 5.81325883171623e-08 |
93 | 0.999999973413398 | 5.31732050125276e-08 | 2.65866025062638e-08 |
94 | 0.999999985654254 | 2.86914919989331e-08 | 1.43457459994665e-08 |
95 | 0.999999987968489 | 2.40630219405096e-08 | 1.20315109702548e-08 |
96 | 0.999999980799706 | 3.84005877432499e-08 | 1.9200293871625e-08 |
97 | 0.999999968868681 | 6.22626380362415e-08 | 3.11313190181208e-08 |
98 | 0.999999999111797 | 1.7764057140089e-09 | 8.88202857004452e-10 |
99 | 0.999999998502726 | 2.99454748524265e-09 | 1.49727374262133e-09 |
100 | 0.999999998887888 | 2.22422420280027e-09 | 1.11211210140014e-09 |
101 | 0.999999998210232 | 3.57953611828533e-09 | 1.78976805914267e-09 |
102 | 0.999999999025766 | 1.94846831929193e-09 | 9.74234159645963e-10 |
103 | 0.999999998425133 | 3.14973469687435e-09 | 1.57486734843717e-09 |
104 | 0.999999997534329 | 4.93134119497676e-09 | 2.46567059748838e-09 |
105 | 0.999999997874929 | 4.25014151496105e-09 | 2.12507075748052e-09 |
106 | 0.999999998432701 | 3.134597097711e-09 | 1.5672985488555e-09 |
107 | 0.999999997388741 | 5.22251724155501e-09 | 2.61125862077751e-09 |
108 | 0.999999995675385 | 8.6492304580416e-09 | 4.3246152290208e-09 |
109 | 0.999999993936675 | 1.21266500070864e-08 | 6.06332500354319e-09 |
110 | 0.999999991424382 | 1.71512362192033e-08 | 8.57561810960164e-09 |
111 | 0.99999998794955 | 2.41009005095389e-08 | 1.20504502547694e-08 |
112 | 0.999999981857133 | 3.62857342368028e-08 | 1.81428671184014e-08 |
113 | 0.999999971221101 | 5.75577974707099e-08 | 2.8778898735355e-08 |
114 | 0.999999953527525 | 9.29449494026846e-08 | 4.64724747013423e-08 |
115 | 0.999999927505656 | 1.44988688644709e-07 | 7.24943443223543e-08 |
116 | 0.999999973466339 | 5.30673228008036e-08 | 2.65336614004018e-08 |
117 | 0.999999959423572 | 8.11528558445348e-08 | 4.05764279222674e-08 |
118 | 0.999999943967658 | 1.12064684967236e-07 | 5.60323424836182e-08 |
119 | 0.99999991572785 | 1.68544299571855e-07 | 8.42721497859276e-08 |
120 | 0.999999874159786 | 2.51680427923169e-07 | 1.25840213961585e-07 |
121 | 0.999999801947311 | 3.96105377585781e-07 | 1.98052688792891e-07 |
122 | 0.999999870934679 | 2.5813064164464e-07 | 1.2906532082232e-07 |
123 | 0.999999804205584 | 3.91588832474624e-07 | 1.95794416237312e-07 |
124 | 0.999999711961166 | 5.76077667824828e-07 | 2.88038833912414e-07 |
125 | 0.999999924110619 | 1.51778762675869e-07 | 7.58893813379344e-08 |
126 | 0.999999918716541 | 1.6256691765354e-07 | 8.12834588267699e-08 |
127 | 0.999999885816454 | 2.28367091202125e-07 | 1.14183545601063e-07 |
128 | 0.999999862640462 | 2.74719075131626e-07 | 1.37359537565813e-07 |
129 | 0.999999925610301 | 1.48779397458951e-07 | 7.43896987294757e-08 |
130 | 0.99999988225712 | 2.35485759954488e-07 | 1.17742879977244e-07 |
131 | 0.999999814724615 | 3.70550769490341e-07 | 1.8527538474517e-07 |
132 | 0.999999754865495 | 4.90269010829016e-07 | 2.45134505414508e-07 |
133 | 0.999999697743348 | 6.0451330433969e-07 | 3.02256652169845e-07 |
134 | 0.999999892841886 | 2.14316228919742e-07 | 1.07158114459871e-07 |
135 | 0.999999844555184 | 3.10889632492786e-07 | 1.55444816246393e-07 |
136 | 0.999999768709375 | 4.62581249535749e-07 | 2.31290624767875e-07 |
137 | 0.999999641004597 | 7.17990805738379e-07 | 3.58995402869189e-07 |
138 | 0.9999994730478 | 1.05390440047724e-06 | 5.26952200238621e-07 |
139 | 0.999999268421922 | 1.4631561564312e-06 | 7.31578078215601e-07 |
140 | 0.999998940790275 | 2.11841944981167e-06 | 1.05920972490584e-06 |
141 | 0.999998690367531 | 2.61926493830147e-06 | 1.30963246915074e-06 |
142 | 0.999998025589916 | 3.94882016829826e-06 | 1.97441008414913e-06 |
143 | 0.999997039813878 | 5.92037224364953e-06 | 2.96018612182476e-06 |
144 | 0.999996276532116 | 7.4469357672521e-06 | 3.72346788362605e-06 |
145 | 0.999995221805338 | 9.55638932370996e-06 | 4.77819466185498e-06 |
146 | 0.999993803068973 | 1.23938620530449e-05 | 6.19693102652245e-06 |
147 | 0.999993677570038 | 1.26448599236444e-05 | 6.32242996182219e-06 |
148 | 0.999992745287688 | 1.45094246240293e-05 | 7.25471231201464e-06 |
149 | 0.999990733862856 | 1.8532274288773e-05 | 9.26613714438652e-06 |
150 | 0.999986404747677 | 2.71905046455404e-05 | 1.35952523227702e-05 |
151 | 0.999980657177691 | 3.8685644617489e-05 | 1.93428223087445e-05 |
152 | 0.99997758893265 | 4.48221346996678e-05 | 2.24110673498339e-05 |
153 | 0.999971839460762 | 5.63210784761476e-05 | 2.81605392380738e-05 |
154 | 0.999982040728249 | 3.59185435026774e-05 | 1.79592717513387e-05 |
155 | 0.999987702252953 | 2.45954940931103e-05 | 1.22977470465551e-05 |
156 | 0.999988486736214 | 2.30265275724804e-05 | 1.15132637862402e-05 |
157 | 0.999986699233776 | 2.6601532448595e-05 | 1.33007662242975e-05 |
158 | 0.999982580195008 | 3.48396099835523e-05 | 1.74198049917762e-05 |
159 | 0.999979501758662 | 4.09964826769409e-05 | 2.04982413384705e-05 |
160 | 0.999987982162209 | 2.40356755829664e-05 | 1.20178377914832e-05 |
161 | 0.999985505416975 | 2.89891660508837e-05 | 1.44945830254418e-05 |
162 | 0.999980010052659 | 3.99798946825927e-05 | 1.99899473412963e-05 |
163 | 0.99997160694799 | 5.67861040203282e-05 | 2.83930520101641e-05 |
164 | 0.999999197130165 | 1.60573966953574e-06 | 8.02869834767868e-07 |
165 | 0.999999337437585 | 1.32512482984779e-06 | 6.62562414923895e-07 |
166 | 0.9999996226812 | 7.54637599764957e-07 | 3.77318799882478e-07 |
167 | 0.99999942968168 | 1.14063664078783e-06 | 5.70318320393913e-07 |
168 | 0.999999119525342 | 1.7609493163876e-06 | 8.80474658193798e-07 |
169 | 0.999999635615764 | 7.28768471755095e-07 | 3.64384235877548e-07 |
170 | 0.999999799929116 | 4.00141767316852e-07 | 2.00070883658426e-07 |
171 | 0.999999997389939 | 5.22012092516017e-09 | 2.61006046258008e-09 |
172 | 0.999999996928979 | 6.1420414023792e-09 | 3.0710207011896e-09 |
173 | 0.99999999854064 | 2.91872022783718e-09 | 1.45936011391859e-09 |
174 | 0.999999998739096 | 2.5218086885181e-09 | 1.26090434425905e-09 |
175 | 0.999999997842511 | 4.31497709153161e-09 | 2.15748854576581e-09 |
176 | 0.999999999680806 | 6.38387978849087e-10 | 3.19193989424544e-10 |
177 | 0.999999999976026 | 4.79480788433677e-11 | 2.39740394216839e-11 |
178 | 0.999999999955095 | 8.98100442835504e-11 | 4.49050221417752e-11 |
179 | 0.999999999966692 | 6.66170384467231e-11 | 3.33085192233616e-11 |
180 | 0.999999999962751 | 7.44977902907651e-11 | 3.72488951453825e-11 |
181 | 0.999999999943027 | 1.13945541774487e-10 | 5.69727708872437e-11 |
182 | 0.999999999957578 | 8.48435407887114e-11 | 4.24217703943557e-11 |
183 | 0.999999999922239 | 1.55522202026288e-10 | 7.77611010131438e-11 |
184 | 0.999999999854271 | 2.91457313900386e-10 | 1.45728656950193e-10 |
185 | 0.999999999800919 | 3.9816275034187e-10 | 1.99081375170935e-10 |
186 | 0.999999999633591 | 7.32818460321685e-10 | 3.66409230160843e-10 |
187 | 0.99999999953299 | 9.34019547405848e-10 | 4.67009773702924e-10 |
188 | 0.999999999184529 | 1.6309416861018e-09 | 8.15470843050901e-10 |
189 | 0.999999998973929 | 2.05214193235992e-09 | 1.02607096617996e-09 |
190 | 0.99999999894661 | 2.10677999048307e-09 | 1.05338999524154e-09 |
191 | 0.999999998553109 | 2.89378192481517e-09 | 1.44689096240759e-09 |
192 | 0.999999999301895 | 1.39621051098227e-09 | 6.98105255491136e-10 |
193 | 0.999999998727893 | 2.54421406601332e-09 | 1.27210703300666e-09 |
194 | 0.999999999812596 | 3.74808682447282e-10 | 1.87404341223641e-10 |
195 | 0.999999999689527 | 6.20945019740514e-10 | 3.10472509870257e-10 |
196 | 0.999999999443622 | 1.11275549692555e-09 | 5.56377748462777e-10 |
197 | 0.99999999969778 | 6.04440627301957e-10 | 3.02220313650979e-10 |
198 | 0.999999999431317 | 1.13736666065481e-09 | 5.68683330327405e-10 |
199 | 0.999999999960152 | 7.96963701423783e-11 | 3.98481850711891e-11 |
200 | 0.99999999992299 | 1.54020730834645e-10 | 7.70103654173227e-11 |
201 | 0.999999999890621 | 2.18758223849324e-10 | 1.09379111924662e-10 |
202 | 0.999999999837126 | 3.25747098311647e-10 | 1.62873549155823e-10 |
203 | 0.999999999688388 | 6.23223585236573e-10 | 3.11611792618286e-10 |
204 | 0.999999999459811 | 1.08037736134769e-09 | 5.40188680673846e-10 |
205 | 0.999999999697732 | 6.04535511892301e-10 | 3.0226775594615e-10 |
206 | 0.999999999413968 | 1.17206371819879e-09 | 5.86031859099393e-10 |
207 | 0.999999998880422 | 2.23915515783374e-09 | 1.11957757891687e-09 |
208 | 0.999999998384093 | 3.23181341061208e-09 | 1.61590670530604e-09 |
209 | 0.999999996950432 | 6.09913582966882e-09 | 3.04956791483441e-09 |
210 | 0.999999995656083 | 8.68783367770232e-09 | 4.34391683885116e-09 |
211 | 0.999999991803757 | 1.6392485963082e-08 | 8.19624298154101e-09 |
212 | 0.999999986817107 | 2.63657852047963e-08 | 1.31828926023982e-08 |
213 | 0.999999978842418 | 4.23151646960034e-08 | 2.11575823480017e-08 |
214 | 0.999999962754066 | 7.44918683271801e-08 | 3.72459341635901e-08 |
215 | 0.999999983833522 | 3.23329552190381e-08 | 1.61664776095191e-08 |
216 | 0.999999969537271 | 6.09254576399403e-08 | 3.04627288199702e-08 |
217 | 0.999999978893186 | 4.22136271777216e-08 | 2.11068135888608e-08 |
218 | 0.999999979498656 | 4.10026888105471e-08 | 2.05013444052736e-08 |
219 | 0.999999968884691 | 6.22306172572307e-08 | 3.11153086286154e-08 |
220 | 0.999999948289041 | 1.03421918326037e-07 | 5.17109591630183e-08 |
221 | 0.999999950248965 | 9.95020704862873e-08 | 4.97510352431437e-08 |
222 | 0.999999927344996 | 1.45310008854272e-07 | 7.26550044271361e-08 |
223 | 0.999999967467471 | 6.50650582090796e-08 | 3.25325291045398e-08 |
224 | 0.999999953948398 | 9.21032037242961e-08 | 4.60516018621481e-08 |
225 | 0.999999928752544 | 1.424949114835e-07 | 7.12474557417501e-08 |
226 | 0.999999873068349 | 2.53863301091962e-07 | 1.26931650545981e-07 |
227 | 0.999999818345127 | 3.63309746659148e-07 | 1.81654873329574e-07 |
228 | 0.999999705223819 | 5.89552362453252e-07 | 2.94776181226626e-07 |
229 | 0.999999525937737 | 9.48124525952137e-07 | 4.74062262976069e-07 |
230 | 0.999999726616551 | 5.46766898101243e-07 | 2.73383449050621e-07 |
231 | 0.999999479786995 | 1.04042601072994e-06 | 5.20213005364969e-07 |
232 | 0.999999027233748 | 1.94553250348022e-06 | 9.72766251740108e-07 |
233 | 0.999999938905363 | 1.22189273265338e-07 | 6.1094636632669e-08 |
234 | 0.999999878332081 | 2.43335838435653e-07 | 1.21667919217827e-07 |
235 | 0.999999854709802 | 2.90580396237535e-07 | 1.45290198118768e-07 |
236 | 0.999999754104148 | 4.91791704713445e-07 | 2.45895852356722e-07 |
237 | 0.999999525862131 | 9.48275738838982e-07 | 4.74137869419491e-07 |
238 | 0.999999087002695 | 1.82599460971904e-06 | 9.12997304859521e-07 |
239 | 0.999998636901396 | 2.72619720792263e-06 | 1.36309860396131e-06 |
240 | 0.99999789536213 | 4.20927574017739e-06 | 2.1046378700887e-06 |
241 | 0.999995987017837 | 8.02596432508096e-06 | 4.01298216254048e-06 |
242 | 0.999997631556071 | 4.73688785735105e-06 | 2.36844392867552e-06 |
243 | 0.999996632257368 | 6.73548526403675e-06 | 3.36774263201838e-06 |
244 | 0.999993764642262 | 1.24707154763333e-05 | 6.23535773816665e-06 |
245 | 0.999988336148722 | 2.33277025564897e-05 | 1.16638512782449e-05 |
246 | 0.999989588974685 | 2.08220506290944e-05 | 1.04110253145472e-05 |
247 | 0.999990722813324 | 1.85543733523367e-05 | 9.27718667616836e-06 |
248 | 0.999988280734114 | 2.34385317725225e-05 | 1.17192658862612e-05 |
249 | 0.999977826138832 | 4.43477223362759e-05 | 2.21738611681379e-05 |
250 | 0.999975517256077 | 4.89654878469223e-05 | 2.44827439234611e-05 |
251 | 0.999952626684749 | 9.47466305013697e-05 | 4.73733152506849e-05 |
252 | 0.99992409449482 | 0.000151811010359691 | 7.59055051798454e-05 |
253 | 0.99987428916079 | 0.000251421678420098 | 0.000125710839210049 |
254 | 0.999764381372458 | 0.000471237255084472 | 0.000235618627542236 |
255 | 0.999976251553973 | 4.74968920545874e-05 | 2.37484460272937e-05 |
256 | 0.999960541661418 | 7.8916677163765e-05 | 3.94583385818825e-05 |
257 | 0.999935763797552 | 0.000128472404895264 | 6.42362024476321e-05 |
258 | 0.999871263266378 | 0.000257473467243482 | 0.000128736733621741 |
259 | 0.99990058616794 | 0.000198827664120715 | 9.94138320603577e-05 |
260 | 0.999851995647483 | 0.000296008705033333 | 0.000148004352516667 |
261 | 0.999728490800969 | 0.000543018398061822 | 0.000271509199030911 |
262 | 0.999918653404886 | 0.000162693190227867 | 8.13465951139337e-05 |
263 | 0.999817916665504 | 0.00036416666899216 | 0.00018208333449608 |
264 | 0.999602603629865 | 0.000794792740269754 | 0.000397396370134877 |
265 | 0.999234181453808 | 0.0015316370923833 | 0.000765818546191648 |
266 | 0.998457963657383 | 0.00308407268523337 | 0.00154203634261669 |
267 | 0.997101641721712 | 0.00579671655657619 | 0.0028983582782881 |
268 | 0.994284515448862 | 0.0114309691022763 | 0.00571548455113813 |
269 | 0.999461501681795 | 0.00107699663640918 | 0.000538498318204588 |
270 | 0.999743213522562 | 0.000513572954875955 | 0.000256786477437978 |
271 | 0.999510780643693 | 0.000978438712613483 | 0.000489219356306742 |
272 | 0.998667394968197 | 0.00266521006360507 | 0.00133260503180253 |
273 | 0.999260295513181 | 0.00147940897363887 | 0.000739704486819436 |
274 | 0.997941494014837 | 0.00411701197032593 | 0.00205850598516296 |
275 | 0.996648245875935 | 0.0067035082481292 | 0.0033517541240646 |
276 | 0.990038125198189 | 0.0199237496036224 | 0.00996187480181121 |
277 | 0.992669362228097 | 0.0146612755438058 | 0.0073306377719029 |
278 | 0.976294637417132 | 0.0474107251657352 | 0.0237053625828676 |
279 | 0.927464283899922 | 0.145071432200157 | 0.0725357161000783 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 230 | 0.851851851851852 | NOK |
5% type I error level | 248 | 0.918518518518519 | NOK |
10% type I error level | 262 | 0.97037037037037 | NOK |