Multiple Linear Regression - Estimated Regression Equation
WlhBe[t] = + 563.25 -24.7115384615384X[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)563.255.93765494.860700
X-24.711538461538412.861988-1.92130.0595310.029766


Multiple Linear Regression - Regression Statistics
Multiple R0.242654261833831
R-squared0.0588810907861214
Adjusted R-squared0.0429299228333438
F-TEST (value)3.69133413681274
F-TEST (DF numerator)1
F-TEST (DF denominator)59
p-value0.0595310492716236
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation41.1372713944857
Sum Squared Residuals99844.2307692306


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1613563.25000000000149.7499999999988
2611563.2547.75
3594563.2530.75
4595563.2531.75
5591563.2527.75
6589563.2525.7500000000000
7584563.2520.7500000000000
8573563.259.75000000000002
9567563.253.75000000000002
10569563.255.75000000000002
11621563.2557.75
12629563.2565.75
13628563.2564.75
14612563.2548.75
15595563.2531.75
16597563.2533.75
17593563.2529.75
18590563.2526.7500000000000
19580563.2516.7500000000000
20574563.2510.7500000000000
21573563.259.75000000000002
22573563.259.75000000000002
23620563.2556.75
24626563.2562.75
25620563.2556.75
26588563.2524.7500000000000
27566563.252.75000000000002
28557563.25-6.24999999999998
29561563.25-2.24999999999998
30549563.25-14.2500000000000
31532563.25-31.25
32526563.25-37.25
33511563.25-52.25
34499563.25-64.25
35555563.25-8.24999999999997
36565563.251.75000000000002
37542563.25-21.2500000000000
38527563.25-36.25
39510563.25-53.25
40514563.25-49.25
41517563.25-46.25
42508563.25-55.25
43493563.25-70.25
44490563.25-73.25
45469563.25-94.25
46478563.25-85.25
47528563.25-35.25
48534563.25-29.25
49518538.538461538462-20.5384615384615
50506538.538461538462-32.5384615384615
51502538.538461538462-36.5384615384615
52516538.538461538462-22.5384615384615
53528538.538461538462-10.5384615384615
54533538.538461538462-5.53846153846154
55536538.538461538462-2.53846153846154
56537538.538461538462-1.53846153846154
57524538.538461538462-14.5384615384615
58536538.538461538462-2.53846153846154
59587538.53846153846248.4615384615385
60597538.53846153846258.4615384615385
61581538.53846153846242.4615384615385


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
50.03168334872908060.06336669745816130.96831665127092
60.01176275956305400.02352551912610800.988237240436946
70.005670913167334920.01134182633466980.994329086832665
80.005926294325763660.01185258865152730.994073705674236
90.006546373211905720.01309274642381140.993453626788094
100.004597343506980050.00919468701396010.99540265649302
110.007351136851975530.01470227370395110.992648863148024
120.01463692274752770.02927384549505540.985363077252472
130.02117312611368380.04234625222736750.978826873886316
140.0156653221402570.0313306442805140.984334677859743
150.009199528421835090.01839905684367020.990800471578165
160.005454681987198310.01090936397439660.994545318012802
170.003234279199313380.006468558398626750.996765720800687
180.001958630972236630.003917261944473270.998041369027763
190.001396780579792720.002793561159585440.998603219420207
200.001171970406391050.00234394081278210.99882802959361
210.0009810876424704990.001962175284941000.99901891235753
220.0007981594811689320.001596318962337860.999201840518831
230.001808799976235310.003617599952470630.998191200023765
240.007290057913705950.01458011582741190.992709942086294
250.02463460365190670.04926920730381350.975365396348093
260.03346748838585690.06693497677171380.966532511614143
270.04980659595295220.09961319190590450.950193404047048
280.08049259197988340.1609851839597670.919507408020117
290.1159471309713830.2318942619427670.884052869028617
300.1765616788644490.3531233577288980.82343832113555
310.2911130905184020.5822261810368030.708886909481598
320.4134227237098220.8268454474196440.586577276290178
330.5753977265032960.8492045469934070.424602273496704
340.7359438425135630.5281123149728740.264056157486437
350.7553251123451670.4893497753096650.244674887654833
360.8196562974688320.3606874050623360.180343702531168
370.840765533332040.3184689333359180.159234466667959
380.852292412082470.295415175835060.14770758791753
390.8664612315965920.2670775368068160.133538768403408
400.8681978737475860.2636042525048290.131802126252414
410.8642957941011250.2714084117977490.135704205898875
420.8588549212496820.2822901575006370.141145078750318
430.86260539868370.27478920263260.1373946013163
440.8630035325106050.2739929349787900.136996467489395
450.9122009070860940.1755981858278120.0877990929139062
460.9443114334957640.1113771330084710.0556885665042356
470.9150958394392290.1698083211215420.0849041605607708
480.8715934987854710.2568130024290580.128406501214529
490.8272275936627150.3455448126745710.172772406337285
500.812363774280290.3752724514394220.187636225719711
510.8299516454426860.3400967091146290.170048354557315
520.8104366902319450.3791266195361090.189563309768055
530.7539992820130590.4920014359738830.246000717986941
540.674425090188050.6511498196238990.325574909811949
550.5752814770369420.8494370459261170.424718522963058
560.4683111518162710.9366223036325420.531688848183729


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level80.153846153846154NOK
5% type I error level200.384615384615385NOK
10% type I error level230.442307692307692NOK