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Werkloosheid

R Software Module: esteq.wasp (opens new window with default values)

Title produced by software: Estimate Equation

Date of computation: Sun, 25 Nov 2007 12:00:10 -0700

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2007/Nov/25/t1196016750qyrcve6ye247gk1.htm/, Retrieved Sun, 25 Nov 2007 19:52:30 +0100

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Dataseries X:

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7.4 6.4 8.7 7.2 6.3 8.5 7 6 8.2 6.6 5.3 8.3 6.4 5.2 8 6.4 5.1 8.1 6.8 5.4 8.7 7.3 5.8 9.3 7 5.6 8.9 7 5.6 8.8 6.7 5.4 8.4 6.7 5.4 8.4 6.3 5.5 7.3 6.2 5.5 7.2 6 5.3 7 6.3 5.7 7 6.2 5.6 6.9 6.1 5.5 6.9 6.2 5.6 7.1 6.6 5.9 7.5 6.6 6 7.4 7.8 7 8.9 7.4 6.6 8.3 7.4 6.6 8.3 7.5 6.3 9 7.4 6.3 8.9 7.4 6.3 8.8 7 6.3 7.8 6.9 6.2 7.8 6.9 6.2 7.8 7.6 6.3 9.2 7.7 6.4 9.3 7.6 6.4 9.2 8.2 7.8 8.6 8 7.7 8.5 8.1 7.7 8.5 8.3 7.7 9 8.2 7.7 9 8.1 7.6 8.8 7.7 7.5 8 7.6 7.4 7.9 7.7 7.4 8.1 8.2 7.5 9.3 8.4 7.6 9.4 8.4 7.6 9.4 8.6 8.1 9.3 8.4 7.8 9 8.5 8 9.1 8.7 7.9 9.7 8.7 7.9 9.7 8.6 7.8 9.6 7.4 6.7 8.3 7.3 6.6 8.2 7.4 6.6 8.4 9 7.7 10.6 9.2 7.9 10.9 9.2 8 10.9 8.5 7.7 9.6 8.3 7.5 9.3 8.3 7.6 9.3 8.6 7.8 9.6 8.6 7.8 9.5 8.5 7.7 9.5 8.1 7.4 9 8.1 7.5 8.9 8 7.2 9 8.6 7.5 10.1 8.7 7.6 10.2 8.7 7.6 10.2 8.6 7.8 9.5 8.4 7.7 9.3 8.4 7.7 9.3 8.7 8.2 9.4 8.7 8.2 9.3 8.5 8.1 9.1 8.3 7.8 9 8.3 7.8 8.9 8.3 7.7 9 8.1 6.7 9.8 8.2 6.7 10 8.1 6.7 9.8 8.1 7.2 9.4 7.9 6.9 9 7.7 6.8 8.9 8.1 7.2 9.3 8 7.1 9.1 7.7 6.9 8.8 7.8 6.9 8.9 7.6 6.7 8.7 7.4 6.5 8.6 7.7 6.6 9.1 7.9 6.6 9.3 7.6 6.5 8.9

Text written by user:

Output produced by software:

This free online calculator computes equations with the following options: constant, linear deterministic trend, first differences, hyperbolic, exponential, geometric, quadratic, cubic, quartic, seasonal dummies, predetermination (lagged endogenous variables), Ordinary Least Squares, Bootstrap, Jackknife.

Econometric Regression Equation

Multiple Linear Regression - Estimated Regression Equation

Totaal[t] = +0.54510187199862 Mannen[t] +0.44564420507012 Vrouwen[t] +0.0026284264233137 +0.055981907407673 Totaal[t-1] -0.10956993817495 Totaal[t-2] +0.12365475336952 Totaal[t-3] -0.081384201263525 Totaal[t-4] -0.12157532195115 Totaal[t-5] -0.070156069586576 Totaal[t-6] +0.028663054141955 Totaal[t-7] +0.11688963222489 Totaal[t-8] -0.010917976767564 Totaal[t-9] -0.16545110010008 Totaal[t-10] +0.046756450173074 Totaal[t-11] +0.032703485447354 Totaal[t-12] -0.025338411318284 Mannen[t-1] -0.018909180531137 Vrouwen[t-1] +0.059596148583814 Mannen[t-2] +0.036648691645544 Vrouwen[t-2] -0.063469765814636 Mannen[t-3] -0.047961003408646 Vrouwen[t-3] +0.025358545327739 Mannen[t-4] +0.045284023092035 Vrouwen[t-4] +0.081225772283705 Mannen[t-5] +0.050330756330897 Vrouwen[t-5] +0.04356064400415 Mannen[t-6] +0.031406952356272 Vrouwen[t-6] -0.0048328134074658 Mannen[t-7] -0.022428663729575 Vrouwen[t-7] -0.057813318751616 Mannen[t-8] -0.061487048220215 Vrouwen[t-8] -0.037411976109498 Mannen[t-9] +0.034110727618138 Vrouwen[t-9] +0.13284011906532 Mannen[t-10] +0.050603719488033 Vrouwen[t-10] -0.032971118921695 Mannen[t-11] -0.027520801426142 Vrouwen[t-11] -0.025187930442604 Mannen[t-12] -0.0036469598605791 Vrouwen[t-12] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.E.	T-STAT H0: parameter = 0	2-tail p-value	1-tail p-value
Mannen[t]	0.545102	0.022435	24.296561	0	0
Vrouwen[t]	0.445644	0.02122	21.001634	0	0
Constant	0.002628	0.119973	0.021909	0.982625	0.491312
Totaal[t-1]	0.055982	0.160329	0.349169	0.728707	0.364353
Totaal[t-2]	-0.10957	0.17858	-0.613561	0.542815	0.271407
Totaal[t-3]	0.123655	0.178517	0.692678	0.492324	0.246162
Totaal[t-4]	-0.081384	0.176668	-0.460662	0.647417	0.323709
Totaal[t-5]	-0.121575	0.169671	-0.716538	0.477625	0.238813
Totaal[t-6]	-0.070156	0.17606	-0.398479	0.692296	0.346148
Totaal[t-7]	0.028663	0.174695	0.164075	0.870459	0.43523
Totaal[t-8]	0.11689	0.178972	0.653116	0.517241	0.258621
Totaal[t-9]	-0.010918	0.183208	-0.059593	0.952762	0.476381
Totaal[t-10]	-0.165451	0.18891	-0.875821	0.386109	0.193055
Totaal[t-11]	0.046756	0.184058	0.254031	0.800711	0.400356
Totaal[t-12]	0.032703	0.190612	0.171571	0.864599	0.432299
Mannen[t-1]	-0.025338	0.095852	-0.264349	0.792804	0.396402
Vrouwen[t-1]	-0.018909	0.074623	-0.253396	0.801199	0.400599
Mannen[t-2]	0.059596	0.106853	0.557741	0.579982	0.289991
Vrouwen[t-2]	0.036649	0.081302	0.450774	0.654471	0.327236
Mannen[t-3]	-0.06347	0.10863	-0.584273	0.562162	0.281081
Vrouwen[t-3]	-0.047961	0.077806	-0.616417	0.540946	0.270473
Mannen[t-4]	0.025359	0.108076	0.234637	0.815631	0.407815
Vrouwen[t-4]	0.045284	0.075461	0.600099	0.551664	0.275832
Mannen[t-5]	0.081226	0.103013	0.788502	0.434831	0.217416
Vrouwen[t-5]	0.050331	0.072638	0.692896	0.492189	0.246094
Mannen[t-6]	0.043561	0.106994	0.407133	0.685978	0.342989
Vrouwen[t-6]	0.031407	0.074962	0.418971	0.677372	0.338686
Mannen[t-7]	-0.004833	0.105858	-0.045654	0.963803	0.481901
Vrouwen[t-7]	-0.022429	0.073582	-0.304813	0.762014	0.381007
Mannen[t-8]	-0.057813	0.10875	-0.531617	0.597792	0.298896
Vrouwen[t-8]	-0.061487	0.07557	-0.813643	0.420438	0.210219
Mannen[t-9]	-0.037412	0.107982	-0.346465	0.730723	0.365361
Vrouwen[t-9]	0.034111	0.079507	0.429027	0.670096	0.335048
Mannen[t-10]	0.13284	0.109471	1.213475	0.231729	0.115864
Vrouwen[t-10]	0.050604	0.082707	0.61184	0.543942	0.271971
Mannen[t-11]	-0.032971	0.108617	-0.303553	0.762967	0.381484
Vrouwen[t-11]	-0.027521	0.080823	-0.340508	0.735172	0.367586
Mannen[t-12]	-0.025188	0.109118	-0.230832	0.818566	0.409283
Vrouwen[t-12]	-0.003647	0.0831	-0.043886	0.965203	0.482602

Variable	Elasticity	S.E.^*	T-STAT H0: \|elast\| = 1	2-tail p-value	1-tail p-value
%Mannen[t]	0.490002	0.020168	-25.28803	0	0
%Vrouwen[t]	0.503122	0.023956	-20.741001	0	0
%Constant	0.000334	0.015229	-65.641121	0	0
%Totaal[t-1]	0.055903	0.160103	-5.89682	1E-06	0
%Totaal[t-2]	-0.109209	0.177993	-5.004646	1E-05	5E-06
%Totaal[t-3]	0.123112	0.177733	-4.933723	1.3E-05	7E-06
%Totaal[t-4]	-0.080976	0.175782	-5.228207	5E-06	3E-06
%Totaal[t-5]	-0.120908	0.16874	-5.209744	5E-06	3E-06
%Totaal[t-6]	-0.069661	0.174818	-5.32175	4E-06	2E-06
%Totaal[t-7]	0.028403	0.173107	-5.61269	1E-06	1E-06
%Totaal[t-8]	0.115534	0.176897	-4.999899	1.1E-05	5E-06
%Totaal[t-9]	-0.010766	0.180652	-5.475897	2E-06	1E-06
%Totaal[t-10]	-0.162962	0.186068	-4.498566	5.3E-05	2.7E-05
%Totaal[t-11]	0.046002	0.181087	-5.268177	4E-06	2E-06
%Totaal[t-12]	0.03214	0.187326	-5.166721	6E-06	3E-06
%Mannen[t-1]	-0.022733	0.085998	-11.363806	0	0
%Vrouwen[t-1]	-0.021333	0.084189	-11.624612	0	0
%Mannen[t-2]	0.053357	0.095667	-9.895216	0	0
%Vrouwen[t-2]	0.041295	0.091609	-10.465145	0	0
%Mannen[t-3]	-0.056726	0.097088	-9.715664	0	0
%Vrouwen[t-3]	-0.054019	0.087634	-10.794677	0	0
%Mannen[t-4]	0.022628	0.09644	-10.134506	0	0
%Vrouwen[t-4]	0.051025	0.085028	-11.160734	0	0
%Mannen[t-5]	0.072366	0.091777	-10.107499	0	0
%Vrouwen[t-5]	0.056759	0.081916	-11.514752	0	0
%Mannen[t-6]	0.038707	0.095072	-10.111215	0	0
%Vrouwen[t-6]	0.035408	0.084513	-11.413529	0	0
%Mannen[t-7]	-0.004281	0.093765	-10.619359	0	0
%Vrouwen[t-7]	-0.025262	0.082876	-11.761387	0	0
%Mannen[t-8]	-0.051036	0.096002	-9.884847	0	0
%Vrouwen[t-8]	-0.069148	0.084985	-10.953112	0	0
%Mannen[t-9]	-0.032915	0.095002	-10.17959	0	0
%Vrouwen[t-9]	0.038307	0.089288	-10.770649	0	0
%Mannen[t-10]	0.116706	0.096175	-9.184225	0	0
%Vrouwen[t-10]	0.056774	0.092791	-10.165013	0	0
%Mannen[t-11]	-0.028936	0.095323	-10.187075	0	0
%Vrouwen[t-11]	-0.030855	0.090614	-10.69534	0	0
%Mannen[t-12]	-0.022073	0.095626	-10.22662	0	0
%Vrouwen[t-12]	-0.004085	0.093076	-10.700041	0	0
Variable	Stand. Coeff.	S.E.^*	T-STAT H0: coeff = 0	2-tail p-value	1-tail p-value
S-Mannen[t]	0.554734	0.022832	24.296561	0	0
S-Vrouwen[t]	0.520155	0.024767	21.001634	0	0
S-Constant	0	0	0	1	0.5
S-Totaal[t-1]	0.056776	0.162603	0.349169	0.728707	0.364353
S-Totaal[t-2]	-0.112706	0.183692	-0.613561	0.542815	0.271407
S-Totaal[t-3]	0.128111	0.184951	0.692678	0.492324	0.246162
S-Totaal[t-4]	-0.084759	0.183993	-0.460662	0.647417	0.323709
S-Totaal[t-5]	-0.126913	0.17712	-0.716538	0.477625	0.238813
S-Totaal[t-6]	-0.074013	0.185738	-0.398479	0.692296	0.346148
S-Totaal[t-7]	0.030826	0.187879	0.164075	0.870459	0.43523
S-Totaal[t-8]	0.12797	0.195938	0.653116	0.517241	0.258621
S-Totaal[t-9]	-0.012093	0.202918	-0.059593	0.952762	0.476381
S-Totaal[t-10]	-0.184199	0.210316	-0.875821	0.386109	0.193055
S-Totaal[t-11]	0.052187	0.205434	0.254031	0.800711	0.400356
S-Totaal[t-12]	0.0365	0.21274	0.171571	0.864599	0.432299
S-Mannen[t-1]	-0.026454	0.100074	-0.264349	0.792804	0.396402
S-Vrouwen[t-1]	-0.022114	0.087269	-0.253396	0.801199	0.400599
S-Mannen[t-2]	0.063798	0.114386	0.557741	0.579982	0.289991
S-Vrouwen[t-2]	0.042879	0.095123	0.450774	0.654471	0.327236
S-Mannen[t-3]	-0.069167	0.118382	-0.584273	0.562162	0.281081
S-Vrouwen[t-3]	-0.056094	0.091001	-0.616417	0.540946	0.270473
S-Mannen[t-4]	0.028085	0.119695	0.234637	0.815631	0.407815
S-Vrouwen[t-4]	0.052931	0.088204	0.600099	0.551664	0.275832
S-Mannen[t-5]	0.091074	0.115503	0.788502	0.434831	0.217416
S-Vrouwen[t-5]	0.058898	0.085003	0.692896	0.492189	0.246094
S-Mannen[t-6]	0.049931	0.12264	0.407133	0.685978	0.342989
S-Vrouwen[t-6]	0.036763	0.087746	0.418971	0.677372	0.338686
S-Mannen[t-7]	-0.005702	0.124899	-0.045654	0.963803	0.481901
S-Vrouwen[t-7]	-0.026379	0.086542	-0.304813	0.762014	0.381007
S-Mannen[t-8]	-0.069862	0.131414	-0.531617	0.597792	0.298896
S-Vrouwen[t-8]	-0.072716	0.08937	-0.813643	0.420438	0.210219
S-Mannen[t-9]	-0.046096	0.133045	-0.346465	0.730723	0.365361
S-Vrouwen[t-9]	0.040374	0.094105	0.429027	0.670096	0.335048
S-Mannen[t-10]	0.164667	0.135699	1.213475	0.231729	0.115864
S-Vrouwen[t-10]	0.060087	0.098207	0.61184	0.543942	0.271971
S-Mannen[t-11]	-0.040982	0.135007	-0.303553	0.762967	0.381484
S-Vrouwen[t-11]	-0.0327	0.096033	-0.340508	0.735172	0.367586
S-Mannen[t-12]	-0.031346	0.135797	-0.230832	0.818566	0.409283
S-Vrouwen[t-12]	-0.004323	0.098499	-0.043886	0.965203	0.482602
^*Note	computed against deterministic endogenous series
Variable	Partial Correlation
Mannen[t]	0.966219
Vrouwen[t]	0.95554
Constant	0.003381
Totaal[t-1]	0.0538
Totaal[t-2]	-0.094253
Totaal[t-3]	0.106277
Totaal[t-4]	-0.070903
Totaal[t-5]	-0.109895
Totaal[t-6]	-0.061371
Totaal[t-7]	0.025309
Totaal[t-8]	0.10027
Totaal[t-9]	-0.009195
Totaal[t-10]	-0.133925
Totaal[t-11]	0.039168
Totaal[t-12]	0.026465
Mannen[t-1]	-0.040756
Vrouwen[t-1]	-0.03907
Mannen[t-2]	0.085744
Vrouwen[t-2]	0.069388
Mannen[t-3]	-0.089791
Vrouwen[t-3]	-0.094688
Mannen[t-4]	0.036182
Vrouwen[t-4]	0.092203
Mannen[t-5]	0.120778
Vrouwen[t-5]	0.10631
Mannen[t-6]	0.062698
Vrouwen[t-6]	0.064514
Mannen[t-7]	-0.007044
Vrouwen[t-7]	-0.046982
Mannen[t-8]	-0.081756
Vrouwen[t-8]	-0.12457
Mannen[t-9]	-0.053385
Vrouwen[t-9]	0.066056
Mannen[t-10]	0.184045
Vrouwen[t-10]	0.093991
Mannen[t-11]	-0.046788
Vrouwen[t-11]	-0.052469
Mannen[t-12]	-0.035596
Vrouwen[t-12]	-0.006772
Critical Values (alpha = 5%)
1-tail CV at 5%	1.69
2-tail CV at 5%	2.02

Multiple Linear Regression - Regression Statistics
Multiple R	0.999068
R-squared	0.998137
Adjusted R-squared	0.996452
F-TEST	592.218215
Observations	81
Degrees of Freedom	42
Multiple Linear Regression - Residual Statistics
Standard Error	0.044923
Sum Squared Errors	0.084759
Log Likelihood	162.992898
# e[t] > 0	52
# e[t] < 0	41
# Runs	41
Stand. Normal Runs Statistic	-1.237269

Multiple Linear Regression - Ad Hoc Selection Test Statistics
Akaike (1969) Final Prediction Error	0.00299
Akaike (1973) Log Information Criterion	-5.89943
Akaike (1974) Information Criterion	0.002741
Schwarz (1978) Log Criterion	-4.746547
Schwarz (1978) Criterion	0.008682
Craven-Wahba (1979) Generalized Cross Validation	0.003892
Hannan-Quinn (1979) Criterion	0.004353
Rice (1984) Criterion	0.028253
Shibata (1981) Criterion	0.002054

Multiple Linear Regression - Analysis of Variance
ANOVA	DF	Sum of Squares	Mean Square
Regression	38	45.415241	1.195138
Residual	42	0.084759	0.002018
Total	80	45.5	0.56875
F-TEST	592.218215
p-value	0

Charts produced by software:

Parameters:

R code (references can be found in the software module):

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa

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