Date post: | 08-Jul-2018 |
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8/19/2019 Discriminant e
1/45
8/19/2019 Discriminant e
2/45
2 8.16666667 4.83333333 5.83333333 4.16666667
2 7.16666667 7.83333333 7.83333333 7.16666667
3 2.16666667 2.83333333 -2.16666667 -0.83333333
3 -0.83333333 0.83333333 -1.16666667 0.16666667
3 2.16666667 1.83333333 -1.16666667 0.16666667
3 1.16666667 2.83333333 0.83333333 -0.83333333
3 3.16666667 -0.16666667 -1.16666667 -0.833333333 4.16666667 1.83333333 -3.16666667 1.16666667
4 2.16666667 1.83333333 -1.16666667 1.16666667
4 -2.83333333 0.83333333 -2.16666667 -0.83333333
4 -0.83333333 2.83333333 1.83333333 1.16666667
4 1.16666667 -2.16666667 -3.16666667 -3.83333333
4 -1.83333333 4.83333333 -0.16666667 1.16666667
Distancia a
GrupoXC1= matriz X
centrada por
grupo
1 -5.4 -3.2 -3.4 -5.6
1 -7.4 -5.2 -6.4 -4.6
1 -8.4 -4.2 -4.4 -4.6
1 -10.4 -6.2 -9.4 -7.6
1 -6.4 -3.2 -6.4 -3.6
1 -7.4 -8.2 -7.4 -8.62 -1.4 0.8 -0.4 1.4
2 -0.4 -1.2 -1.4 -1.6
2 1.6 -2.2 0.6 0.4
2 0.6 -0.2 -0.4 -1.6
2 -0.4 2.8 1.6 1.4
3 -5.4 -2.2 -8.4 -6.6
3 -8.4 -4.2 -7.4 -5.6
3 -5.4 -3.2 -7.4 -5.6
3 -6.4 -2.2 -5.4 -6.6
3 -4.4 -5.2 -7.4 -6.6
3 -3.4 -3.2 -9.4 -4.6
4 -5.4 -3.2 -7.4 -4.6
4 -10.4 -4.2 -8.4 -6.6
4 -8.4 -2.2 -4.4 -4.6
4 -6.4 -7.2 -9.4 -9.6
4 -9.4 -0.2 -6.4 -4.6
8/19/2019 Discriminant e
3/45
Distancia a
GrupoXC1= matriz X
centrada por
grupo
1 0.16666667 0.16666667 4.16666667 0.333333331 -1.83333333 -1.83333333 1.16666667 1.33333333
1 -2.83333333 -0.83333333 3.16666667 1.33333333
1 -4.83333333 -2.83333333 -1.83333333 -1.66666667
1 -0.83333333 0.16666667 1.16666667 2.33333333
1 -1.83333333 -4.83333333 0.16666667 -2.66666667
2 4.16666667 4.16666667 7.16666667 7.33333333
2 5.16666667 2.16666667 6.16666667 4.33333333
2 7.16666667 1.16666667 8.16666667 6.33333333
2 6.16666667 3.16666667 7.16666667 4.33333333
2 5.16666667 6.16666667 9.16666667 7.333333333 0.16666667 1.16666667 -0.83333333 -0.66666667
3 -2.83333333 -0.83333333 0.16666667 0.33333333
3 0.16666667 0.16666667 0.16666667 0.33333333
3 -0.83333333 1.16666667 2.16666667 -0.66666667
3 1.16666667 -1.83333333 0.16666667 -0.66666667
3 2.16666667 0.16666667 -1.83333333 1.33333333
4 0.16666667 0.16666667 0.16666667 1.33333333
4 -4.83333333 -0.83333333 -0.83333333 -0.66666667
4 -2.83333333 1.16666667 3.16666667 1.33333333
4 -0.83333333 -3.83333333 -1.83333333 -3.666666674 -3.83333333 3.16666667 1.16666667 1.33333333
Distancia a
GrupoXC1= matriz X
grupo
1 2.6 0.2 3.8 0.4
1 0.6 -1.8 0.8 1.4
1 -0.4 -0.8 2.8 1.4
1 -2.4 -2.8 -2.2 -1.6
1 1.6 0.2 0.8 2.4
1 0.6 -4.8 -0.2 -2.6
2 6.6 4.2 6.8 7.4
2 7.6 2.2 5.8 4.4
2 9.6 1.2 7.8 6.4
8/19/2019 Discriminant e
4/45
2 8.6 3.2 6.8 4.4
2 7.6 6.2 8.8 7.4
3 2.6 1.2 -1.2 -0.6
3 -0.4 -0.8 -0.2 0.4
3 2.6 0.2 -0.2 0.4
3 1.6 1.2 1.8 -0.6
3 3.6 -1.8 -0.2 -0.63 4.6 0.2 -2.2 1.4
4 2.6 0.2 -0.2 1.4
4 -2.4 -0.8 -1.2 -0.6
4 -0.4 1.2 2.8 1.4
4 1.6 -3.8 -2.2 -3.6
4 -1.4 3.2 0.8 1.4
Resumen
grupo d1 d2 d3 d4 min1 5.821 20.482 9.059 8.491 5.821
1 1.320 32.360 10.767 6.879 1.320
1 1.950 32.425 14.972 8.432 1.950
1 6.048 66.077 11.771 4.888 4.888
1 3.181 26.106 5.078 4.342 3.181
1 3.393 46.803 13.103 8.954 3.393
2 31.187 2.022 33.147 38.501 2.022
2 25.506 1.152 23.912 31.344 1.152
2 47.758 5.007 54.872 62.945 5.007
2 34.415 2.082 29.479 38.798 2.082
2 42.421 2.243 39.872 47.128 2.243
3 18.406 46.948 2.978 7.558 2.978
3 1.598 41.558 4.824 1.023 1.023
3 7.084 31.651 0.052 2.675 0.052
3 9.404 35.461 3.853 4.169 3.853
3 5.643 28.434 1.812 5.024 1.812
3 19.939 37.513 5.516 13.130 5.516
4 6.129 28.640 1.190 3.468 1.190
4 5.946 60.328 8.860 2.462 2.462
4 2.684 32.044 8.237 3.323 2.684
4 8.876 53.791 5.448 5.924 5.448
4 12.006 50.151 7.129 3.568 3.568
Cálculo de W1, W2, W3, W12, W23
1 1.2505151 -1.44273491 0.66852166 3.2336838
2 3.72314942 -1.16417536 1.90676082 4.26139004
3 2.33779797 0.42459877 -0.61523708 2.1868643
8/19/2019 Discriminant e
5/45
4 1.40263659 0.01785869 -0.21633283 2.35963104
12 -2.47263432 -0.27855955 -1.23823916 -1.02770623
13 -1.08728287 -1.86733368 1.28375874 1.0468195
14 -0.15212149 -1.4605936 0.88485449 0.8740527723 1.38535145 -1.58877413 2.5219979 2.07452573
24 2.32051283 -1.18203405 2.12309365 1.901759
34 0.93516138 0.40674008 -0.39890425 -0.17276673
Clasificación de los individuos con distancias entre proyecciones de los individuos y de los pro
Entre P1 y P2 con W12
grupo Z12
1 -34.5628557 9.54769551 24.2087839
1 -26.3734567 1.35829654 32.39818291 -26.6558603 1.64070008 32.1157793
1 -11.879158 13.1360021 46.8924815
1 -30.4309163 5.41575618 28.3407232
1 -20.188714 4.82644618 38.5829256
2 -56.4762922 31.4611321 2.29534735
2 -54.0704496 29.0552894 4.70118997
2 -63.2690495 38.2538893 4.49740989
2 -58.0598826 33.0447224 0.71175695
2 -61.9825239 36.9673638 3.21088438
3 -27.6225132 2.60735303 31.1491264
3 -21.9134365 3.10172362 36.858203
3 -29.609899 4.59473887 29.1617405
3 -28.8645964 3.84943619 29.9070432
3 -30.497708 5.48254787 28.2739315
3 -33.1063956 8.09123542 25.665244
4 -30.6376053 5.62244511 28.1340343
4 -14.7022225 10.3129376 44.069417
4 -27.2129793 2.19781918 31.5586602
4 -19.4357233 5.57943687 39.3359163
4 -22.8209858 2.19417437 35.9506538
Entre P1 y P con W1
grupo Z1
1 3.94453241 0.3545883 3.02443358
1 5.38945188 1.09033117 4.46935305
1 5.85068875 1.55156804 4.93058992
1 2.02968816 2.26943255 1.10958934
8/19/2019 Discriminant e
6/45
1 3.19019596 1.10892475 2.27009714
1 5.3901671 1.09104639 4.47006828
2 6.26660492 1.96748421 5.34650609
2 5.52865783 1.22953711 4.608559
2 10.202823 5.90370225 9.28272414
2 4.80079723 0.50167652 3.8806984
2 4.96300522 0.6638845 4.042906393 -2.81438641 7.11350712 3.73448524
3 2.32207251 1.9770482 1.40197368
3 0.40511445 3.89400627 0.51498438
3 -0.00770145 4.30682216 0.92780028
3 2.30012738 1.99899333 1.38002856
3 -0.79478475 5.09390546 1.71488357
4 1.27916721 3.0199535 0.35906839
4 0.86740823 3.43171248 0.0526906
4 2.92950156 1.36961916 2.00940273
4 1.13369027 3.16543045 0.213591444 -1.60927313 5.90839384 2.52937196
Indicadores lineales transformados
X1 X2 X3 X4 !"#
$1 1.2505151 -1.44273491 0.66852166 3.2336838 -13.178921
$2 3.72314942 -1.16417536 1.90676082 4.26139004 -55.0723209
$3 2.33779797 0.42459877 -0.61523708 2.1868643 -15.4315519
$4 1.40263659 0.01785869 -0.21633283 2.35963104 -10.5693112
X1 X2 X3 X4 !"#
$12 -2.47263432 -0.27855955 -1.23823916 -1.02770623 41.8933999
$13 -1.08728287 -1.86733368 1.28375874 1.0468195 2.25263089
$14 -0.15212149 -1.4605936 0.88485449 0.87405277 -2.60960977
$23 1.38535145 -1.58877413 2.5219979 2.07452573 -39.640769
$24 2.32051283 -1.18203405 2.12309365 1.901759 -44.5030096
$34 0.93516138 0.40674008 -0.39890425 -0.17276673 -4.86224066
8/19/2019 Discriminant e
7/45
Clasificación utilizando los indicadores lineales transformados
grupo $1 $2 $3 $4 %&X
1 15.6764484 8.3459042 14.0574183 14.3415258 15.6764484
1 17.2890068 1.76906368 12.5652004 14.5091647 17.2890068
1 15.9328002 0.69526054 9.42152701 12.6917212 15.9328002
1 3.27358006 -26.7406618 0.41232601 3.85350167 3.853501671 18.8877359 7.42525241 17.9390602 18.3071497 18.8877359
1 8.01395468 -13.6907312 3.15918391 5.23339734 8.01395468
2 39.5489208 54.1318131 38.5693441 35.8919256 54.1318131
2 33.3153326 45.4923823 34.1125887 30.3962846 45.4923823
2 45.0635086 66.4391582 41.5068403 37.4702954 66.4391582
2 33.7916345 49.9581172 36.2597484 31.600447 49.9581172
2 39.2510094 59.3401335 40.5258655 36.8976139 59.3401335
3 7.6574214 -6.61346527 15.3713382 13.0814176 15.3713382
3 10.6935514 -9.28641195 9.08037394 10.9810886 10.9810886
3 13.0023618 0.71886094 16.5183666 15.2068571 16.51836663 8.41247127 -4.61633224 11.187829 11.0297825 11.187829
3 13.9046629 2.50897104 15.8201027 14.2141453 15.8201027
3 17.4000325 8.61302818 24.611301 20.804427 24.611301
4 16.2360456 4.98025098 18.7052309 17.5664881 18.7052309
4 4.29031571 -22.9008616 2.83315078 6.03251725 6.03251725
4 13.0473303 -1.63309018 10.2707245 12.7274386 13.0473303
4 3.25100775 -19.2066688 4.96519051 4.72692725 4.96519051
4 7.57430212 -11.4981119 10.0125983 11.793185 11.793185
!alores propios de "coincide co
x1-X' -2.16666667 -1.96969697 -0.83333333 -1.21212121
x2-X' 5.4 3.06363636 5.4 4.55454545
x3-X' -0.16666667 -0.3030303 -2.16666667 -1.37878788
x4-X' -2.6 -0.33636364 -1.8 -1.44545455
(1 (2
4.69444444 4.26767677 1.80555556 2.62626263 29.16
4.26767677 3.87970615 1.64141414 2.38751148 16.5436364
1.80555556 1.64141414 0.69444444 1.01010101 29.16
2.62626263 2.38751148 1.01010101 1.46923783 24.5945455
(
M= W-1
8/19/2019 Discriminant e
8/45
207.933333 113 182.2 158.9
113 71.3242424 99.5333333 89.030303
182.2 99.5333333 194.333333 159.966667
158.9 89.030303 159.966667 134.387879
)a*ores propios +unci,n #igena*oriscriminante
1 7.50962
2 1.20147
3 0.0987701
!ectores propios de
*am/da 0.0987701
%u-0.58023851 -0.05573002
0.78725155 0.08315314
0.20185695 0.02499243
-0.0530398 -0.01953411
Clasificación de los individuos con distancias entre proyecciones de los individuos y de los pro
Proyecci&n de los promedios so're e(es can&nicos
1 2 3
pym1 7.862 -0.411 0.16710909
pym2 17.557 1.008 0.69151595
pym3 7.796 2.229 0.05841534
pym 6.51530549 1.08177399 1.52163754
Proyecci&n indi)iduos
Grupo *1 *2 *3
1 10.40903 0.34146334 0.91630821
1 8.48397024 -0.82454674 -0.15632851
1 8.77377134 -1.4689252 1.61487546
1 3.73176681 -0.18203622 0.35068403
1 9.0696431 0.57795264 0.78489627
M= W-1
8/19/2019 Discriminant e
9/45
1 6.70514276 -0.9086445 -2.50778091
2 16.9692101 0.65141405 1.97865261
2 16.0308472 1.27957021 -0.21882656
2 19.6236358 -0.29917923 -1.86892083
2 16.9526887 1.90565821 0.19004342
2 18.2100018 1.50148705 3.37663109
3 6.79316294 3.74310562 0.74731483 6.56018009 0.30995071 1.0623444
3 8.11406191 2.20650517 0.1088804
3 7.91149782 1.94222125 1.93312417
3 8.73417143 1.6082118 -1.99282141
3 8.66472542 3.56313756 -1.50835033
4 8.60642709 1.82641063 0.05584061
4 4.2882905 0.35209969 2.07400428
4 8.26418783 -0.08843429 3.18937855
4 5.41339297 1.49631941 -2.65144198
4 6.00422907 1.82247453 4.94040626
8/19/2019 Discriminant e
10/45
s1
2.96667 1.63333 2.63333 1.36667
1.63333 3.76667 2.76667 3.23333
2.63333 2.76667 4.56667 2.23333
1.36667 3.23333 2.23333 3.76667
s3
2.96667 -0.0333333 -1.23333 0.333333
-0.0333333 1.36667 0.166667 -0.0666667
-1.23333 0.166667 1.76667 -0.666667
0.333333 -0.0666667 -0.666667 0.666667
52.0667 -6.0000165 4.8 3.100015
-6.0000165 67.2667 34.466685 42.8333165
4.8 34.466685 51.6667 26.0333153.100015 42.8333165 26.033315 50.566685
x1 4.83333333 3.16666667 4.16666667 6.83333333
x2 12.4 8.2 10.4 12.6
x3 6.83333333 4.83333333 2.83333333 6.66666667
x4 4.4 4.8 3.2 6.6
pos
0.8276006 0.83142993 0.95342697 -1.18653893-0.06186006 -0.62713698 -0.15229769 1.02871955
-0.45129418 -0.5323266 0.7903839 0.48696131
-0.79926627 0.45293416 -1.12567541 -0.40773629
0.48218448 0.44935222 -0.78930581 0.76742666
0.00263543 -0.57425274 0.32346805 -0.68883231
1.94920418 0.07601227 0.82055867 1.94475311
2.42368125 0.48956283 0.90279106 0.45512788
2.69184712 -1.42352274 1.95750082 2.22813099
!C1"#-1
8/19/2019 Discriminant e
11/45
2.85682867 1.0959739 1.14018816 -0.20731607
2.44161035 1.15477146 1.37015708 0.71783525
1.43365463 3.2538462 -1.99317382 -2.11460279
-0.12891152 0.68731725 -0.80138996 -0.10239177
1.12681742 1.80532901 -1.26927735 -0.88552142
0.83535335 2.38935893 -0.25134137 -2.24239588
1.33055021 0.99696573 -0.78187763 -0.820168611.92623312 2.07118494 -2.60549229 -0.11583654
1.02884738 1.31610948 -1.34453172 -0.07040521
-0.70391459 1.15188563 -1.13220325 -0.64631352
-0.18316826 0.89931917 0.30343436 -0.49147775
0.7581655 1.25180218 -1.03090871 -1.94062933
-0.13932259 2.68385152 -1.22006313 -1.22143802
-1.64503371 0.55287039 -0.28481219 -2.21424516
-2.53449438 -0.90569653 -1.39053685 0.00101332
-2.92392849 -0.81088614 -0.44785526 -0.54074492
-3.27190058 0.17437462 -2.36391457 -1.43544252
-1.99044984 0.17079267 -2.02754497 -0.26027957
-2.46999889 -0.85281228 -0.91477111 -1.71653854-0.52343013 -0.20254727 -0.41768049 0.91704687
-0.04895306 0.21100328 -0.3354481 -0.57257835
0.21921281 -1.70208229 0.71926166 1.20042476
0.38419435 0.81741436 -0.098051 -1.2350223
-0.03102396 0.87621192 0.13191793 -0.30987098
-1.03897969 2.97528665 -3.23141298 -3.14230902
-2.60154584 0.4087577 -2.03962912 -1.130098
-1.34581689 1.52676947 -2.5075165 -1.91322766
-1.63728096 2.11079938 -1.48958053 -3.27010211
-1.14208411 0.71840619 -2.02011679 -1.84787484
-0.5464012 1.79262539 -3.84373145 -1.14354278
-1.44378693 1.03754993 -2.58277088 -1.09811145
-3.17654891 0.87332608 -2.37044241 -1.67401975
-2.65580257 0.62075963 -0.9348048 -1.51918399
-1.71446882 0.97324264 -2.26914787 -2.96833557
-2.6119569 2.40529198 -2.45830229 -2.24914426
!C1"#-1
8/19/2019 Discriminant e
12/45
-0.25968227 -1.03590375 2.23718571 -0.13971943-1.14914293 -2.49447066 1.13146105 2.07553906
-1.53857704 -2.39966027 2.07414264 1.53378081
-1.88654914 -1.41439951 0.15808332 0.63908322
-0.60509839 -1.41798146 0.49445292 1.81424616
-1.08464744 -2.44158641 1.60722678 0.3579872
0.86192131 -1.7913214 2.10431741 2.99157261
1.33639838 -1.37777085 2.18654979 1.50194738
1.60456425 -3.29085642 3.24125956 3.2749505
1.7695458 -0.77135977 2.4239469 0.83950343
1.35432748 -0.71256221 2.65391582 1.764654750.34637176 1.38651252 -0.70941508 -1.06778329
-1.21619439 -1.18001643 0.48236878 0.94442773
0.03953456 -0.06200467 0.01448139 0.16129808
-0.25192952 0.52202525 1.03241736 -1.19557638
0.24326734 -0.87036794 0.5018811 0.22665089
0.83895025 0.20385126 -1.32173355 0.93098296
-0.05843549 -0.5512242 -0.06077299 0.97641429
-1.79119746 -0.71544805 0.15155549 0.40050598
-1.27045113 -0.9680145 1.5871931 0.55534175
-0.32911737 -0.61553149 0.25285003 -0.89380983-1.22660546 0.81651785 0.06369561 -0.17461852
0.67547911 -0.62916367 1.83828146 -0.31248616
-0.21398155 -2.08773058 0.7325568 1.90277232
-0.60341566 -1.99292019 1.67523839 1.36101408
-0.95138776 -1.00765943 -0.24082092 0.46631648
0.33006299 -1.01124138 0.09554868 1.64147943
-0.14948606 -2.03484633 1.20832254 0.18522046
1.79708269 -1.38458132 1.70541316 2.81880588
2.27155976 -0.97103077 1.78764555 1.32918065
2.53972563 -2.88411634 2.84235531 3.10218376
!C1"#-1
!C1"#-1
8/19/2019 Discriminant e
13/45
2.70470718 -0.36461969 2.02504265 0.6667367
2.28948886 -0.30582214 2.25501157 1.59188802
1.28153314 1.7932526 -1.10831933 -1.24055002
-0.28103301 -0.77327635 0.08346453 0.771661
0.97469594 0.34473541 -0.38442285 -0.01146865
0.68323186 0.92876533 0.63351312 -1.36834311
1.17842872 -0.46362786 0.10297686 0.053884161.77411163 0.61059134 -1.7206378 0.75821623
0.87672589 -0.14448412 -0.45967723 0.80364755
-0.85603608 -0.30870797 -0.24734876 0.22773925
-0.33528975 -0.56127442 1.18828885 0.38257501
0.60604401 -0.20879142 -0.14605422 -1.06657656
-0.29144408 1.22325793 -0.33520864 -0.34738526
!*asicacion1
1
1
4
1
1
2
2
2
2
2
3
4
3
3
3
3
3
4
1
3
4
1 2 3 4
1.2505151 3.72314942 2.33779797 1.40263659
-1.44273491 -1.16417536 0.42459877 0.01785869
8/19/2019 Discriminant e
14/45
0.66852166 1.90676082 -0.61523708 -0.21633283
3.2336838 4.26139004 2.1868643 2.35963104
12 13 14 23 24
-2.47263432 -1.08728287 -0.15212149 1.38535145 2.32051283
-0.27855955 -1.86733368 -1.4605936 -1.58877413 -1.18203405-1.23823916 1.28375874 0.88485449 2.5219979 2.12309365
-1.02770623 1.0468195 0.87405277 2.07452573 1.901759
edios
Entre P2 y
PreClas grupo Z23
1 1 33.9292549
1 1 28.84463231 1 30.9145025
1 1 12.4877812
1 1 29.1269612
1 1 22.7908539
2 2 55.203238
2 2 51.0205626
2 2 64.5730869
2 2 53.3391378
2 2 58.4550369
1 3 17.6559655
1 3 21.2739831
1 3 23.8412633
1 3 23.8366078
1 3 26.3296373
1 3 23.6424961
1 4 25.915789
1 4 13.9067566
1 4 27.7369542
1 4 15.4689096
1 4 18.1300587
PreClas !*asicacion grupo
1 1 1
1 1 1
1 1 1
4 4 1
8/19/2019 Discriminant e
15/45
1 1 1
1 1 1
1 2 2
1 2 2
1 2 2
1 2 2
1 2 24 3 3
4 4 3
4 3 3
4 3 3
4 3 3
4 3 3
4 3 4
4 4 4
1 1 4
4 3 44 4 4
$1 $2 $3
X1 1.2505151 3.72314942 2.33779797
X2 -1.44273491 -1.16417536 0.42459877
X3 0.66852166 1.90676082 -0.61523708
X4 3.2336838 4.26139004 2.1868643
!"# -13.178921 -55.0723209 -15.4315519
$12 $13 $14 $23
X1 -2.47263432 -1.08728287 -0.15212149 1.38535145
X2 -0.27855955 -1.86733368 -1.4605936 -1.58877413
X3 -1.23823916 1.28375874 0.88485449 2.5219979
X4 -1.02770623 1.0468195 0.87405277 2.07452573
!"# 41.8933999 2.25263089 -2.60960977 -39.640769
S
1 2 3
x1 1.25052 3.72315 2.3378
x2 -1.44274 -1.16418 0.424595
x3 0.66852 1.90676 -0.615238
x4 3.23369 4.2614 2.18687
!S"&"# -14.5652 -56.4587 -16.8179
8/19/2019 Discriminant e
16/45
!$&S+
1
1
1
41
1
2
2
2
2
2
3
4
33
3
3
3
4
1
3
4
n #$Plus%
x1-X' x2-X' x3-X' x4-X'
-2.16666667 5.4 -0.16666667 -2.6
-1.96969697 3.06363636 -0.3030303 -0.33636364
-0.83333333 5.4 -2.16666667 -1.8
-1.21212121 4.55454545 -1.37878788 -1.44545455
(3
16.5436364 29.16 24.5945455 0.02777778 0.05050505
9.38586777 16.5436364 13.9534711 0.05050505 0.09182736
16.5436364 29.16 24.5945455 0.36111111 0.65656566
13.9534711 24.5945455 20.7438843 0.22979798 0.41781451
-1
8/19/2019 Discriminant e
17/45
0.02077159 0.00744794 -0.00415579 -0.00544278
0.00744794 0.03976794 -0.01352638 -0.02717886
-0.00415579 -0.01352638 0.03087089 -0.0041808
-0.00544278 -0.02717886 -0.0041808 0.04528423
$: di; norma-0.05731022 0.00158019 0.00026153
0.07775691 0.00539623
0.01993743 0.005055
-0.00523875 -0.01429536
edios sobre el espacio generado por las variables canónicas
Distancia de proy de indi)iduos
a proy de promedios
a pym1 a pym2 a pym3 apym
7.61342114 51.591954 11.1245872 16.075574
0.66237946 86.4011887 9.84226969 10.3252697
4.04660328 84.1366779 17.0515995 11.6154277
17.1466772 192.676577 22.4182487 10.716436
2.81714075 72.2334044 4.87465714 7.3212643
8/19/2019 Discriminant e
18/45
8.74172555 131.677033 17.6198925 20.234017
87.3472217 2.129547 90.3179129 109.678194
69.7327212 3.23257493 68.7857744 93.6138731
142.488759 12.533845 149.991457 185.231241
88.0030637 1.4231686 83.9612372 111.390896
121.034407 7.8796301 119.984807 140.383082
18.7343674 123.35121 3.77382017 7.759466493.01622241 121.560628 6.21806087 0.80867511
6.91704569 90.9506881 0.10401892 5.81692503
8.6578968 95.4558031 3.60996285 2.85904374
9.50196386 85.4133602 5.47237355 17.5519245
19.2432739 90.4466809 4.98922648 19.9579977
5.57128802 81.1919318 0.81827438 7.07583392
16.9912262 178.407199 19.8909408 5.79712937
9.3996031 93.8025265 15.391681 7.20933693
17.5780517 158.887941 13.5581812 18.8006518
31.2239668 152.18969 27.2104987 12.4978159
8/19/2019 Discriminant e
19/45
s2
1.3 -1.35 0.3 -0.55
-1.35 3.7 1.15 1.6
0.3 1.15 1.3 1.2
-0.55 1.6 1.2 2.3
s4
4.3 -2.15 -0.85 -0.8
-2.15 6.7 3.8 5.15
-0.85 3.8 3.7 3.35
-0.8 5.15 3.35 4.8
S s iner
2.89259444 -0.33333425 0.26666667 0.17222306 0.374
-0.33333425 3.73703889 1.91481583 2.37962869 0.134
0.26666667 1.91481583 2.87037222 1.44629528 -0.0750.17222306 2.37962869 1.44629528 2.80926028 -0.098
5.821042781.31976858
1.94963167
6.0483199
3.18066968
3.39321838
31.1874869
25.5062294
47.7583476
8/19/2019 Discriminant e
20/45
34.4152553
42.4213004
18.4061949
1.5980803
7.08444427
9.40364129
5.6429124519.9387267
6.12851763
5.94603102
2.68361682
8.87591172
12.0057066
20.4821312
32.3596549
32.4247109
66.0768036
26.1056367
46.80259012.02170219
1.15212999
5.00704842
2.08228982
2.24305225
46.9479682
41.5580069
31.6514459
35.4612483
28.4342961
37.5127352
28.6401068
60.3283857
32.0444579
53.7912649
50.1505347
8/19/2019 Discriminant e
21/45
9.0591029810.7673815
14.972178
11.770828
5.0780212
13.1027599
33.1466402
23.9117172
54.8716842
29.4790275
39.87158822.97836133
4.82443516
0.05243457
3.85292593
1.81203271
5.51618954
1.19014694
8.86036088
8.23682841
5.447546217.12911428
8.49088806
6.8794528
8.43178963
4.88847669
4.34184207
8.95433305
38.5014772
31.3443256
62.944774
8/19/2019 Discriminant e
22/45
38.7976302
47.1280913
7.55820249
1.02300578
2.67545362
4.16901885
5.0239476713.1299376
3.46763252
2.46162794
3.3234004
5.92407272
3.5679408
con 12 con 13
m1 -25.0151602 m1
m2 -58.7716396
8/19/2019 Discriminant e
23/45
m3
con 23 con 24
m2 56.5182124 m2
34 m3 22.7633255
0.93516138 m4
0.40674008-0.39890425
-0.17276673
3 con W23
PreClas
22.5889575 11.1659294 3
27.6735801 6.08130677 325.6037099 8.15117699 3
44.0304312 10.2755443 3
27.3912512 6.36363569 3
33.7273586 0.02752834 3
1.31497446 32.4399124 2
5.49764985 28.2572371 2
8.05487443 41.8097613 2
3.17907464 30.5758123 2
1.93682451 35.6917114 2
38.8622469 5.10735998 3
35.2442293 1.48934243 3
32.6769491 1.07793778 3
32.6816047 1.07328226 3
30.1885752 3.56631175 3
32.8757163 0.87917062 3
30.6024234 3.15246351 3
42.6114559 8.85656896 3
28.7812582 4.97362873 3
41.0493028 7.29441587 3
38.3881537 4.63326677 3
Entre P1 y P3 con W13
Z13
-0.63360079 1.96743828 5.20549848
2.47117558 1.1373381 8.31027486
4.25864225 2.92480476 10.0977415
0.60862315 0.72521434 6.44772243
8/19/2019 Discriminant e
24/45
-1.30395514 2.63779262 4.53514414
2.60213987 1.26830238 8.44123915
-1.27305426 2.60689174 4.56604502
-3.04988701 4.3837245 2.78921226
1.3040374 0.02980009 7.14313668
-4.72074482 6.05458231 1.11835446
-3.527487 4.86132449 2.31161227-9.96654766 11.3003851 4.12744838
-0.63945346 1.97329095 5.19964582
-5.76863574 7.10247323 0.07046353
-5.02798858 6.36182607 0.8111107
-4.16807076 5.50190825 1.67102851
-9.46389946 10.7977369 3.62480018
-4.72181624 6.05565373 1.11728303
-0.79546596 2.12930345 5.04363332
0.5239749 0.80986259 6.36307418
-3.96681365 5.30065114 1.87228563-4.69092706 6.02476454 1.14817222
$4
1.40263659
0.01785869
-0.21633283
2.35963104
-10.5693112
$24 $34
2.32051283 0.93516138
-1.18203405 0.40674008
2.12309365 -0.39890425
1.901759 -0.17276673
-44.5030096 -4.86224066
4
1.40264 -2.47263 -1.08728 -0.15212 1.38535
0.0178555 -0.27856 -1.867335 -1.4605955 -1.588775
-0.216334 -1.23824 1.283758 0.884854 2.521998
2.35964 -1.02771 1.04682 0.87405 2.07453
-11.9556 41.8935 2.2527 -2.6096 -39.6408
8/19/2019 Discriminant e
25/45
(4
0.36111111 0.22979798 6.76 0.87454545 4.68
0.65656566 0.41781451 0.87454545 0.1131405 0.60545455
4.69444444 2.98737374 4.68 0.60545455 3.24
2.98737374 1.90105601 3.75818182 0.48619835 2.60181818
%
8/19/2019 Discriminant e
26/45
3.539 1.980 2.848 2.567
-0.741 -0.088 -1.661 -1.092
2.568 1.266 3.227 2.512
2.231 1.062 2.735 2.132
restriccion 0.60289119 0.402103 -0.580238511.00000118 -0.25479176 0.69024546 0.78725155
0.57374202 -0.46626046 0.20185695
0.49236518 -0.38009454 -0.0530398
min Clasi+ ndicador
7.61342114 1 1
0.66237946 1 1
4.04660328 1 1
10.716436 4 4
2.81714075 1 1
8/19/2019 Discriminant e
27/45
8.74172555 1 1
2.129547 2 2
3.23257493 2 2
12.533845 2 2
1.4231686 2 2
7.8796301 2 2
3.77382017 3 30.80867511 4 4
0.10401892 3 3
2.85904374 4 3
5.47237355 3 3
4.98922648 3 3
0.81827438 3 3
5.79712937 4 4
7.20933693 4 1
13.5581812 3 3
12.4978159 4 4
8/19/2019 Discriminant e
28/45
0.134 -0.075 -0.098
0.716 -0.243 -0.489
-0.243 0.556 -0.075-0.489 -0.075 0.815
8/19/2019 Discriminant e
29/45
8/19/2019 Discriminant e
30/45
8/19/2019 Discriminant e
31/45
con 14
1.33383749 m1 4.29912071
8/19/2019 Discriminant e
32/45
-5.83909928
m4 0.92009883
65.1240172 con 34
m3 6.0741729
23.8820021 m4 3.65030843
Entre P3 y P con W3
grupo Z3
1 4.5781332 1.49603969
1 2.91827629 3.15589661 1.5920465 4.4821264
1 1.42106501 4.65310789
1 4.4941511 1.5800218
1 2.78802723 3.28614566
2 7.53965917 1.46548628
2 8.57854484 2.50437194
2 8.89878556 2.82461267
2 9.52154205 3.44736915
2 8.49049222 2.41631932
3 7.15216125 1.07798835
3 2.96152597 3.11264693
3 6.17375019 0.09957729
3 5.02028713 1.05388577
3 6.46819814 0.39402525
3 8.66911471 2.59494181
4 6.00098346 0.07318944
4 1.66287419 4.41129871
4 2.40552666 3.66864624
4 5.10050392 0.97366898
4 3.08165393 2.99251897
Entre P2 y P con W2
PreClas grupo Z2
1 1 38.5073881
1 1 31.7629086
1 1 32.506549
1 1 13.9088462
8/19/2019 Discriminant e
33/45
1 1 33.6211123
1 1 25.5788811
1 2 62.7428971
3 2 59.5991074
1 2 73.4718724
3 2 62.8606798
3 2 66.94552923 3 24.8081268
1 3 24.2355091
3 3 30.0150135
3 3 28.8568949
3 3 32.7978354
3 3 32.3116108
3 4 31.9167725
1 4 15.5696308
1 4 30.1424809
3 4 20.56941363 4 21.2117127
2.32051 0.93516
-1.1820355 0.4067395
2.123094 -0.398904
1.90176 -0.17277
-44.5031 -4.8623
8/19/2019 Discriminant e
34/45
3.75818182
0.48619835
2.60181818
2.08933884
8/19/2019 Discriminant e
35/45
8/19/2019 Discriminant e
36/45
1 1 1
2 2 2
2 2 2
2 2 2
2 2 2
2 2 2
3 3 34 4 4
3 3 3
3 3 3
3 3 3
3 3 3
3 3 3
4 4 4
1 1 1
3 3 3
4 4 4
8/19/2019 Discriminant e
37/45
8/19/2019 Discriminant e
38/45
8/19/2019 Discriminant e
39/45
8/19/2019 Discriminant e
40/45
8/19/2019 Discriminant e
41/45
PreClas
0.92782477 4
0.73203213 42.05826193 4
2.22924342 4
0.84384267 4
0.8622812 4
3.88935075 3
4.92823641 3
5.24847714 3
5.87123362 3
4.84018379 3
3.50185282 3
0.68878246 4
2.52344176 3
1.3699787 3
2.81788972 3
5.01880628 3
2.35067503 3
1.98743424 4
1.24478177 4
1.45019549 3
0.5686545 4
PreClas
26.6166291 14.625386 4
33.3611086 7.88090651 4
32.6174682 8.62454693 4
51.215171 9.97315587 4
8/19/2019 Discriminant e
42/45
31.5029049 9.73911024 4
39.5451361 1.69687901 4
2.38112006 38.8608951 2
5.52490978 35.7171053 2
8.34785523 49.5898704 2
2.26333735 38.9786778 2
1.82151196 43.0635271 240.3158904 0.92612471 4
40.8885081 0.35350698 4
35.1090037 6.13301141 4
36.2671223 4.97489283 4
32.3261818 8.91583334 4
32.8124064 8.42960877 4
33.2072447 8.03477041 4
49.5543864 8.31237132 4
34.9815363 6.26047882 4
44.5546036 3.31258851 443.9123045 2.6702894 4
8/19/2019 Discriminant e
43/45
8/19/2019 Discriminant e
44/45
8/19/2019 Discriminant e
45/45