Methode 'Praktische Logica':
Methode van Causale analyse
Principes van Causale analyse
voor een 'N=1' steekproef:
Deductieve validiteit.
Voorspellende kracht van correlatiewaarden (uit steekproefonderzoek) voor een specifiek geval.
Zie verder ..
Statistische voorspelling voor
'N=1': bij variabele steekproefgroottes
en variabele foutkansen.
Tabellen met
Voorbeelden van analyse-uitkomsten:
|
Predictive power of sample correlation for deduction to {N=1} samples.
|
|
Sample size: N=
|
Max. induction error: Alpha=
|
Max. sign estimation error:
|
Min. confidence level (%):
|
Cor[r]
Min. Sample corr.
|
t[r]
Min. Sample corr. t-value
|
Prb[r]
Min. Sample corr. cumulat. prob.
|
Cor[rho]
Max. Popul. correlation (gradient)
|
Cor[df]
Correlation difference
|
Pvv
Max. Variance accounted for, total (ppt.)
|
InfIpv
Max. Inference improvement, average (ratio)
|
InfMtl
Max. Mutual information, average (bits)
|
SgnEst
Max. Accuracy of sign estimation, average (pct.)
|
zx1Cnf
Min. Confidence of indiv. sign prediction (z)
|
SgnCnf
Max. Confidence of indiv. sign prediction (pct.)
|
|
10
|
0.050
|
0.050
|
95.000
|
0.999900000
|
199.984999688
|
1.000000000
|
0.999653213
|
0.000246787
|
0.999306547
|
37.974448607
|
5.246957112
|
99.161681872
|
1.618149644
|
96.601119818
|
|
100
|
0.050
|
0.050
|
95.000
|
0.999500000
|
312.932111051
|
1.000000000
|
0.999301734
|
0.000198266
|
0.998603955
|
26.763951944
|
4.742219254
|
98.810399914
|
1.618718788
|
95.177230362
|
|
1000
|
0.050
|
0.050
|
95.000
|
0.999500000
|
998.624835657
|
1.000000000
|
0.999445099
|
0.000054901
|
0.998890506
|
30.021858820
|
4.907941400
|
98.939543424
|
1.618486591
|
95.700665227
|
|
10000
|
0.050
|
0.050
|
95.000
|
0.999275000
|
2624.438000828
|
1.000000000
|
0.999250753
|
0.000024247
|
0.998502067
|
25.837700611
|
4.691405780
|
98.767733196
|
1.618801373
|
95.004307350
|
|
100000
|
0.050
|
0.050
|
95.000
|
0.999275000
|
8299.948704458
|
1.000000000
|
0.999267419
|
0.000007581
|
0.998535376
|
26.129847475
|
4.707626798
|
98.781517426
|
1.618774374
|
95.060172555
|
|
1000000
|
0.050
|
0.050
|
95.000
|
0.999275000
|
26246.978592995
|
1.000000000
|
0.999272611
|
0.000002389
|
0.998545752
|
26.222901315
|
4.712755410
|
98.785843400
|
1.618765963
|
95.077705133
|
|
10000000
|
0.050
|
0.050
|
95.000
|
0.999275000
|
83000.308751872
|
1.000000000
|
0.999274246
|
0.000000754
|
0.998549018
|
26.252395970
|
4.714377194
|
98.787208170
|
1.618763316
|
95.083236368
|
|
100000000
|
0.050
|
0.050
|
95.000
|
0.999250000
|
258053.627591919
|
1.000000000
|
0.999249753
|
0.000000247
|
0.998500069
|
25.820486387
|
4.690444272
|
98.766911247
|
1.618802993
|
95.000976144
|
|
1000000000
|
0.050
|
0.050
|
95.000
|
0.999250000
|
816037.229003670
|
1.000000000
|
0.999249922
|
0.000000078
|
0.998500407
|
25.823389047
|
4.690606446
|
98.767049920
|
1.618802720
|
95.001538163
|
|
6700000000
|
0.050
|
0.050
|
95.000
|
0.999250000
|
2112259.996708589
|
1.000000000
|
0.999249970
|
0.000000030
|
0.998500502
|
25.824212897
|
4.690652472
|
98.767089274
|
1.618802642
|
95.001697655
|
|
Predictive power of sample correlation for deduction to {N=1} samples.
|
|
Sample size: N=
|
Max. induction error: Alpha=
|
Max. sign estimation error:
|
Min. confidence level (%):
|
Cor[r]
Min. Sample corr.
|
t[r]
Min. Sample corr. t-value
|
Prb[r]
Min. Sample corr. cumulat. prob.
|
Cor[rho]
Max. Popul. correlation (gradient)
|
Cor[df]
Correlation difference
|
Pvv
Max. Variance accounted for, total (ppt.)
|
InfIpv
Max. Inference improvement, average (ratio)
|
InfMtl
Max. Mutual information, average (bits)
|
SgnEst
Max. Accuracy of sign estimation, average (pct.)
|
zx1Cnf
Min. Confidence of indiv. sign prediction (z)
|
SgnCnf
Max. Confidence of indiv. sign prediction (pct.)
|
|
10
|
0.010
|
0.010
|
99.000
|
0.999997500
|
1264.908692354
|
1.000000000
|
0.999985485
|
0.000012015
|
0.999970971
|
185.601288591
|
7.536062917
|
99.828497189
|
1.900279214
|
99.183099984
|
|
100
|
0.010
|
0.010
|
99.000
|
0.999990000
|
2213.577760131
|
1.000000000
|
0.999983960
|
0.000006040
|
0.999967920
|
176.557288729
|
7.463992570
|
99.819712009
|
1.900282112
|
99.141255229
|
|
1000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
7063.940224938
|
1.000000000
|
0.999988412
|
0.000001588
|
0.999976824
|
207.722365189
|
7.698512747
|
99.846761269
|
1.900273652
|
99.270094071
|
|
10000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
22358.275906585
|
1.000000000
|
0.999989524
|
0.000000476
|
0.999979047
|
218.463845961
|
7.771250735
|
99.854295801
|
1.900271540
|
99.305982097
|
|
100000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
70709.440682626
|
1.000000000
|
0.999989852
|
0.000000148
|
0.999979704
|
221.968097078
|
7.794208526
|
99.856596075
|
1.900270916
|
99.316938639
|
|
1000000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
223604.897090825
|
1.000000000
|
0.999989953
|
0.000000047
|
0.999979907
|
223.087679704
|
7.801467031
|
99.857315764
|
1.900270723
|
99.320366621
|
|
10000000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
707101.407166244
|
1.000000000
|
0.999989985
|
0.000000015
|
0.999979971
|
223.442889925
|
7.803762328
|
99.857542592
|
1.900270662
|
99.321447039
|
|
100000000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
2236051.184600058
|
1.000000000
|
0.999989995
|
0.000000005
|
0.999979991
|
223.555334709
|
7.804488163
|
99.857614247
|
1.900270643
|
99.321788339
|
|
1000000000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
7071014.771692939
|
1.000000000
|
0.999989999
|
0.000000001
|
0.999979997
|
223.590904641
|
7.804717692
|
99.857636898
|
1.900270637
|
99.321896232
|
|
6700000000
|
0.010
|
0.010
|
99.000
|
0.999990000
|
18302867.942211670
|
1.000000000
|
0.999989999
|
0.000000001
|
0.999979999
|
223.601000614
|
7.804782834
|
99.857643326
|
1.900270635
|
99.321926849
|
|
Predictive power of sample correlation for deduction to {N=1} samples.
|
|
Sample size: N=
|
Max. induction error: Alpha=
|
Max. sign estimation error:
|
Min. confidence level (%):
|
Cor[r]
Min. Sample corr.
|
t[r]
Min. Sample corr. t-value
|
Prb[r]
Min. Sample corr. cumulat. prob.
|
Cor[rho]
Max. Popul. correlation (gradient)
|
Cor[df]
Correlation difference
|
Pvv
Max. Variance accounted for, total (ppt.)
|
InfIpv
Max. Inference improvement, average (ratio)
|
InfMtl
Max. Mutual information, average (bits)
|
SgnEst
Max. Accuracy of sign estimation, average (pct.)
|
zx1Cnf
Min. Confidence of indiv. sign prediction (z)
|
SgnCnf
Max. Confidence of indiv. sign prediction (pct.)
|
|
10
|
0.001
|
0.001
|
99.900
|
0.999999990
|
19999.999805264
|
1.000000000
|
0.999999897
|
0.000000093
|
0.999999793
|
2198.782823370
|
11.102489399
|
99.985523359
|
1.923132314
|
99.930214236
|
|
100
|
0.001
|
0.001
|
99.900
|
0.999999900
|
22135.941966366
|
1.000000000
|
0.999999813
|
0.000000087
|
0.999999625
|
1633.825236072
|
10.674037957
|
99.980517506
|
1.923132475
|
99.906083140
|
|
1000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
70639.926768982
|
1.000000000
|
0.999999878
|
0.000000022
|
0.999999757
|
2027.576366144
|
10.985540537
|
99.984300966
|
1.923132349
|
99.924321599
|
|
10000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
223584.419237600
|
1.000000000
|
0.999999894
|
0.000000006
|
0.999999787
|
2168.008763132
|
11.082154873
|
99.985317869
|
1.923132320
|
99.929223654
|
|
100000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
707099.657222865
|
1.000000000
|
0.999999898
|
0.000000002
|
0.999999796
|
2214.320859103
|
11.112648571
|
99.985624942
|
1.923132311
|
99.930703928
|
|
1000000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
2236065.574269562
|
1.000000000
|
0.999999899
|
0.000000001
|
0.999999799
|
2229.168073575
|
11.122289681
|
99.985720687
|
1.923132309
|
99.931165469
|
|
10000000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
7071066.576148271
|
1.000000000
|
0.999999900
|
0.000000000
|
0.999999800
|
2233.883772087
|
11.125338410
|
99.985750830
|
1.923132308
|
99.931310778
|
|
100000000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
22360677.879778120
|
1.000000000
|
0.999999900
|
0.000000000
|
0.999999800
|
2235.377078998
|
11.126302500
|
99.985760349
|
1.923132308
|
99.931356665
|
|
1000000000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
70710672.761839660
|
1.000000000
|
0.999999900
|
0.000000000
|
0.999999800
|
2235.849511107
|
11.126607372
|
99.985763358
|
1.923132307
|
99.931371169
|
|
6700000000
|
0.001
|
0.001
|
99.900
|
0.999999900
|
183030038.467171300
|
1.000000000
|
0.999999900
|
0.000000000
|
0.999999800
|
2235.983608975
|
11.126693897
|
99.985764212
|
1.923132307
|
99.931375285
|
|