ANÁLISIS ESTADÍSTICO, Serie E
1. Matriz de correlación (phaix)
1) 2) 3) 4) 5) 6) 7) 8) 9) 10) 11) 12) 13) 14) 15)
ES-CORES-SCOES-OVIES-SLMES-BARES-GDLES-ZARES-MADES-VALES-MURES-SEVES-ALMES-TENES-PALCU-HAB
1) ES-COR 1.000
2) ES-SCO 0.827 1.000
3) ES-OVI 0.841 0.760 1.000
4) ES-SLM 0.867 0.851 0.863 1.000
5) ES-BAR 0.778 0.805 0.781 0.819 1.000
6) ES-GDL 0.871 0.855 0.850 0.917 0.786 1.000
7) ES-ZAR 0.837 0.821 0.876 0.860 0.765 0.846 1.000
8) ES-MAD 0.858 0.821 0.853 0.882 0.788 0.866 0.872 1.000
9) ES-VAL 0.843 0.904 0.819 0.867 0.799 0.871 0.878 0.878 1.000
10) ES-MUR 0.872 0.855 0.796 0.879 0.736 0.880 0.869 0.850 0.890 1.000
11) ES-SEV 0.846 0.830 0.816 0.870 0.796 0.834 0.903 0.882 0.908 0.859 1.000
12) ES-ALM 0.793 0.778 0.825 0.835 0.782 0.822 0.826 0.805 0.772 0.829 0.791 1.000
13) ES-TEN 0.768 0.754 0.759 0.759 0.767 0.752 0.775 0.750 0.744 0.750 0.784 0.793 1.000
14) ES-PAL 0.816 0.801 0.775 0.820 0.736 0.805 0.792 0.811 0.816 0.842 0.801 0.770 0.772 1.000
15) CU-HAB 0.599 0.648 0.560 0.587 0.637 0.646 0.559 0.581 0.619 0.586 0.587 0.659 0.632 0.644 1.000
16) CU-SCU 0.578 0.532 0.551 0.533 0.578 0.566 0.546 0.546 0.560 0.581 0.552 0.577 0.531 0.633 0.761
17) RD-STI 0.569 0.583 0.559 0.521 0.600 0.575 0.516 0.464 0.545 0.515 0.495 0.606 0.546 0.562 0.704
18) PR-SJU 0.537 0.549 0.501 0.516 0.566 0.566 0.486 0.486 0.537 0.552 0.491 0.596 0.572 0.640 0.737
19) PR-DOR 0.576 0.586 0.500 0.536 0.561 0.604 0.484 0.507 0.576 0.565 0.536 0.613 0.569 0.628 0.816
20) EU-NYK 0.545 0.558 0.559 0.521 0.546 0.550 0.541 0.490 0.495 0.515 0.495 0.632 0.637 0.585 0.756
21) EU-NOR 0.480 0.530 0.452 0.484 0.507 0.525 0.417 0.417 0.460 0.473 0.421 0.532 0.465 0.511 0.653
22) MX-MON 0.545 0.534 0.531 0.573 0.518 0.575 0.516 0.516 0.569 0.515 0.547 0.580 0.515 0.515 0.652
23) MX-AGS 0.547 0.515 0.519 0.530 0.482 0.574 0.501 0.478 0.547 0.517 0.507 0.559 0.509 0.538 0.737
24) MX-MEX 0.583 0.591 0.548 0.552 0.578 0.628 0.546 0.546 0.583 0.588 0.573 0.579 0.547 0.625 0.736
25) HO-NAC 0.561 0.574 0.550 0.565 0.537 0.615 0.584 0.533 0.561 0.576 0.616 0.597 0.627 0.553 0.590
26) NI-LEO 0.513 0.527 0.474 0.491 0.489 0.519 0.462 0.462 0.467 0.486 0.442 0.547 0.457 0.508 0.614
27) NI-MAN 0.578 0.550 0.551 0.533 0.518 0.566 0.527 0.527 0.560 0.564 0.552 0.558 0.554 0.616 0.704
28) EL-SSA 0.549 0.538 0.548 0.533 0.535 0.597 0.528 0.484 0.549 0.539 0.511 0.607 0.517 0.579 0.689
29) CR-SJO 0.543 0.532 0.495 0.528 0.506 0.569 0.522 0.478 0.501 0.533 0.506 0.578 0.511 0.553 0.681
30) PN-PAN 0.497 0.509 0.464 0.455 0.500 0.524 0.450 0.450 0.475 0.511 0.455 0.552 0.529 0.572 0.705
31) CO-MED 0.483 0.497 0.416 0.461 0.457 0.488 0.456 0.408 0.506 0.479 0.485 0.539 0.507 0.523 0.654
32) VE-VNC 0.529 0.542 0.546 0.509 0.507 0.581 0.504 0.504 0.529 0.544 0.461 0.564 0.564 0.631 0.679
33) VE-TAC 0.605 0.593 0.561 0.569 0.524 0.655 0.563 0.518 0.562 0.572 0.501 0.621 0.582 0.613 0.683
34) PE-ARE 0.592 0.641 0.577 0.602 0.585 0.639 0.596 0.553 0.592 0.599 0.581 0.587 0.625 0.599 0.710
35) BO-PAZ 0.569 0.579 0.593 0.599 0.578 0.618 0.592 0.547 0.590 0.579 0.599 0.652 0.562 0.621 0.668
36) CH-ARI 0.552 0.589 0.569 0.556 0.529 0.631 0.525 0.550 0.528 0.545 0.506 0.562 0.529 0.545 0.708
37) CH-SCH 0.552 0.542 0.572 0.558 0.507 0.581 0.528 0.528 0.506 0.523 0.485 0.564 0.536 0.501 0.654
38) CH-CON 0.599 0.587 0.598 0.582 0.558 0.651 0.552 0.528 0.552 0.588 0.509 0.637 0.564 0.544 0.679
39) PA-ASU 0.497 0.464 0.454 0.449 0.417 0.478 0.468 0.419 0.450 0.470 0.474 0.479 0.493 0.470 0.573
40) UR-MTV 0.544 0.514 0.504 0.491 0.492 0.549 0.506 0.485 0.485 0.588 0.511 0.558 0.571 0.569 0.613
41) AR-SAL 0.552 0.495 0.515 0.506 0.476 0.534 0.475 0.450 0.456 0.500 0.480 0.511 0.529 0.545 0.582
42) AR-SJN 0.510 0.463 0.448 0.477 0.416 0.515 0.452 0.452 0.453 0.536 0.477 0.442 0.486 0.536 0.517
43) AR-NEU 0.503 0.472 0.444 0.461 0.434 0.486 0.456 0.433 0.459 0.517 0.484 0.442 0.482 0.496 0.553
44) AR-BUE 0.475 0.466 0.415 0.455 0.452 0.502 0.405 0.450 0.432 0.491 0.432 0.437 0.423 0.470 0.569
16) 17) 18) 19) 20) 21) 22) 23) 24) 25) 26) 27) 28) 29) 30)
CU-SCURD-STIPR-SJUPR-DOREU-NYKEU-NORMX-MONMX-AGSMX-MEXHO-NACNI-LEONI-MANEL-SSACR-SJOPN-PAN
16) CU-SCU 1.000
17) RD-STI 0.685 1.000
18) PR-SJU 0.689 0.766 1.000
19) PR-DOR 0.694 0.727 0.843 1.000
20) EU-NYK 0.639 0.781 0.766 0.755 1.000
21) EU-NOR 0.572 0.631 0.690 0.723 0.657 1.000
22) MX-MON 0.593 0.625 0.589 0.727 0.594 0.631 1.000
23) MX-AGS 0.625 0.690 0.703 0.815 0.663 0.669 0.856 1.000
24) MX-MEX 0.680 0.662 0.693 0.789 0.613 0.733 0.735 0.845 1.000
25) HO-NAC 0.584 0.646 0.609 0.661 0.677 0.597 0.615 0.652 0.676 1.000
26) NI-LEO 0.645 0.737 0.667 0.712 0.737 0.667 0.678 0.703 0.647 0.667 1.000
27) NI-MAN 0.750 0.685 0.689 0.735 0.639 0.645 0.685 0.726 0.752 0.652 0.732 1.000
28) EL-SSA 0.681 0.693 0.653 0.763 0.666 0.668 0.746 0.800 0.753 0.735 0.754 0.720 1.000
29) CR-SJO 0.674 0.685 0.621 0.660 0.659 0.681 0.712 0.745 0.703 0.571 0.745 0.674 0.719 1.000
30) PN-PAN 0.657 0.709 0.746 0.805 0.709 0.727 0.627 0.699 0.706 0.618 0.797 0.737 0.721 0.713 1.000
31) CO-MED 0.615 0.727 0.740 0.702 0.668 0.587 0.610 0.668 0.638 0.544 0.603 0.679 0.595 0.686 0.634
32) VE-VNC 0.679 0.756 0.822 0.702 0.697 0.611 0.523 0.642 0.684 0.601 0.658 0.679 0.644 0.637 0.736
33) VE-TAC 0.697 0.791 0.720 0.732 0.736 0.661 0.600 0.699 0.685 0.672 0.746 0.677 0.744 0.713 0.738
34) PE-ARE 0.659 0.670 0.681 0.692 0.696 0.625 0.593 0.706 0.728 0.660 0.656 0.659 0.660 0.674 0.653
35) BO-PAZ 0.585 0.690 0.599 0.642 0.718 0.602 0.580 0.634 0.628 0.652 0.651 0.625 0.683 0.629 0.651
36) CH-ARI 0.620 0.758 0.657 0.678 0.697 0.588 0.576 0.643 0.666 0.627 0.686 0.664 0.646 0.639 0.714
37) CH-SCH 0.594 0.697 0.630 0.650 0.610 0.611 0.581 0.642 0.638 0.544 0.603 0.615 0.620 0.613 0.685
38) CH-CON 0.594 0.727 0.630 0.650 0.727 0.611 0.639 0.668 0.616 0.601 0.712 0.637 0.719 0.637 0.710
39) PA-ASU 0.567 0.598 0.563 0.535 0.598 0.483 0.478 0.528 0.469 0.588 0.535 0.524 0.586 0.554 0.496
40) UR-MTV 0.627 0.588 0.670 0.658 0.637 0.575 0.490 0.563 0.615 0.555 0.555 0.591 0.564 0.579 0.642
41) AR-SAL 0.531 0.606 0.600 0.651 0.667 0.514 0.515 0.562 0.523 0.597 0.572 0.554 0.621 0.537 0.582
42) AR-SJN 0.557 0.501 0.517 0.533 0.524 0.482 0.429 0.463 0.486 0.469 0.494 0.522 0.529 0.523 0.520
43) AR-NEU 0.524 0.552 0.547 0.568 0.663 0.491 0.414 0.488 0.520 0.517 0.547 0.544 0.518 0.489 0.554
44) AR-BUE 0.538 0.491 0.566 0.537 0.518 0.463 0.436 0.506 0.514 0.403 0.514 0.498 0.535 0.552 0.524
31) 32) 33) 34) 35) 36) 37) 38) 39) 40) 41) 42) 43) 44)
CO-MEDVE-VNCVE-TACPE-AREBO-PAZCH-ARICH-SCHCH-CONPA-ASUUR-MTVAR-SALAR-SJNAR-NEUAR-BUE
31) CO-MED 1.000
32) VE-VNC 0.703 1.000
33) VE-TAC 0.685 0.761 1.000
34) PE-ARE 0.623 0.695 0.675 1.000
35) BO-PAZ 0.539 0.565 0.651 0.683 1.000
36) CH-ARI 0.564 0.733 0.714 0.700 0.643 1.000
37) CH-SCH 0.541 0.649 0.660 0.671 0.591 0.818 1.000
38) CH-CON 0.514 0.622 0.710 0.671 0.719 0.818 0.784 1.000
39) PA-ASU 0.584 0.639 0.626 0.616 0.502 0.551 0.500 0.528 1.000
40) UR-MTV 0.593 0.661 0.642 0.708 0.585 0.618 0.570 0.616 0.680 1.000
41) AR-SAL 0.507 0.620 0.662 0.575 0.589 0.647 0.536 0.620 0.696 0.690 1.000
42) AR-SJN 0.421 0.554 0.520 0.629 0.590 0.555 0.532 0.532 0.593 0.692 0.671 1.000
43) AR-NEU 0.488 0.565 0.578 0.592 0.610 0.616 0.513 0.616 0.660 0.758 0.723 0.737 1.000
44) AR-BUE 0.457 0.583 0.548 0.563 0.458 0.556 0.507 0.533 0.652 0.706 0.662 0.645 0.699 1.000
2.1. Cluster (Método 1: Máxima vecindad)
R = 1.000 0.5 0
1) ES-COR 0.000 __________________________________________________+__________________________________________________*
2) ES-SCO 0.872 ____________| ||| | |
9) ES-VAL 0.904 _________|||| ||| | |
11) ES-SEV 0.908 ________||||| ||| | |
7) ES-ZAR 0.903 _________|||| ||| | |
10) ES-MUR 0.890 __________||| ||| | |
4) ES-SLM 0.882 ___________|| ||| | |
6) ES-GDL 0.917 _______| || ||| | |
8) ES-MAD 0.882 ___________|| ||| | |
3) ES-OVI 0.876 ____________| ||| | |
14) ES-PAL 0.842 _______________||| | |
12) ES-ALM 0.835 ________________|| | |
5) ES-BAR 0.819 _________________| | |
13) ES-TEN 0.793 ____________________| |
15) CU-HAB 0.659 _________________________________|
18) PR-SJU 0.816 __________________||| ||||||||
19) PR-DOR 0.843 _______________| |||| ||||||||
32) VE-VNC 0.822 _________________|||| ||||||||
22) MX-MON 0.815 __________________||| ||||||||
23) MX-AGS 0.856 ______________|| || ||||||||
24) MX-MEX 0.845 _______________| || ||||||||
30) PN-PAN 0.805 ___________________|| ||||||||
28) EL-SSA 0.800 ___________________|| ||||||||
26) NI-LEO 0.797 ____________________| ||||||||
17) RD-STI 0.766 _______________________||||||||
33) VE-TAC 0.791 ____________________|| ||||||||
20) EU-NYK 0.781 _____________________| ||||||||
16) CU-SCU 0.761 _______________________||||||||
36) CH-ARI 0.758 _______________________||||||||
38) CH-CON 0.818 _________________| |||||||
37) CH-SCH 0.818 _________________| |||||||
27) NI-MAN 0.752 ________________________|||||||
29) CR-SJO 0.745 _________________________||||||
31) CO-MED 0.740 _________________________||||||
25) HO-NAC 0.735 __________________________|||||
21) EU-NOR 0.733 __________________________|||||
34) PE-ARE 0.728 __________________________|||||
35) BO-PAZ 0.719 ___________________________||||
40) UR-MTV 0.708 ____________________________|||
43) AR-NEU 0.758 _______________________| || ||
42) AR-SJN 0.737 __________________________|| ||
41) AR-SAL 0.723 ___________________________| ||
44) AR-BUE 0.706 _____________________________||
39) PA-ASU 0.696 ______________________________|
[cluster.awk ver.2000/10/10] Input=@61 / Method[m] = 1
2.2. Cluster (Método 2: Mínima vecindad)
R = 1.000 0.5 0
1) ES-COR 0.000 __________________________________________________+__________________________________________________*
4) ES-SLM 0.867 ____________| || | | | |
6) ES-GDL 0.917 _______| | || | | | |
10) ES-MUR 0.879 ___________| || | | | |
8) ES-MAD 0.834 ________________|| | | | |
9) ES-VAL 0.878 ___________| | | | | |
11) ES-SEV 0.908 ________| | | | | |
2) ES-SCO 0.821 _________________| | | | |
14) ES-PAL 0.801 ___________________| | | |
3) ES-OVI 0.760 _______________________| | |
7) ES-ZAR 0.876 ____________| | | |
12) ES-ALM 0.825 _________________| | |
5) ES-BAR 0.736 __________________________| |
13) ES-TEN 0.767 _______________________| |
15) CU-HAB 0.408 ___________________________________________________________|
16) CU-SCU 0.761 _______________________| | | |
17) RD-STI 0.615 ______________________________________| | |
33) VE-TAC 0.791 ____________________| | | | | |
32) VE-VNC 0.756 ________________________| | | | |
18) PR-SJU 0.697 ______________________________| | | |
19) PR-DOR 0.843 _______________| | | | |
20) EU-NYK 0.755 ________________________| | | |
31) CO-MED 0.668 _________________________________| | |
21) EU-NOR 0.514 ________________________________________________| |
26) NI-LEO 0.645 ___________________________________| | | | |
30) PN-PAN 0.797 ____________________| | | | | |
27) NI-MAN 0.732 __________________________| | | | |
22) MX-MON 0.627 _____________________________________| | | |
23) MX-AGS 0.856 ______________| | | | | |
24) MX-MEX 0.735 __________________________| | | | |
28) EL-SSA 0.753 ________________________| | | | |
29) CR-SJO 0.703 _____________________________| | | |
36) CH-ARI 0.576 __________________________________________| | |
38) CH-CON 0.818 _________________| | | |
37) CH-SCH 0.784 _____________________| | |
25) HO-NAC 0.544 _____________________________________________| |
34) PE-ARE 0.652 __________________________________| |
35) BO-PAZ 0.683 _______________________________| |
39) PA-ASU 0.403 ___________________________________________________________|
41) AR-SAL 0.696 ______________________________| | |
40) UR-MTV 0.652 __________________________________| |
43) AR-NEU 0.758 _______________________| | |
44) AR-BUE 0.699 _____________________________| |
42) AR-SJN 0.593 ________________________________________|
[cluster.awk ver.2000/10/10] Input=@61 / Method[m] = 2
2.3. Cluster (Método 3: Término medio)
R = 1.000 0.5 0
1) ES-COR 0.000 __________________________________________________+__________________________________________________*
4) ES-SLM 0.870 ____________|| || || | | |
6) ES-GDL 0.917 _______| | | || || | | |
10) ES-MUR 0.879 ___________| | || || | | |
7) ES-ZAR 0.859 _____________| || || | | |
9) ES-VAL 0.891 __________|| || || | | |
11) ES-SEV 0.908 ________| | || || | | |
8) ES-MAD 0.877 ___________| || || | | |
2) ES-SCO 0.845 _______________|| || | | |
3) ES-OVI 0.830 ________________| || | | |
14) ES-PAL 0.808 __________________|| | | |
12) ES-ALM 0.804 ___________________| | | |
5) ES-BAR 0.781 _____________________| | |
13) ES-TEN 0.764 _______________________| |
15) CU-HAB 0.533 ______________________________________________|
18) PR-SJU 0.776 ______________________|| | || || | |
19) PR-DOR 0.843 _______________| | | || || | |
20) EU-NYK 0.759 _______________________| | || || | |
17) RD-STI 0.729 __________________________| || || | |
33) VE-TAC 0.791 ____________________| | || || | |
32) VE-VNC 0.758 _______________________| || || | |
31) CO-MED 0.697 ______________________________|| || | |
16) CU-SCU 0.681 _______________________________| || | |
27) NI-MAN 0.750 ________________________| | || | |
22) MX-MON 0.684 _______________________________| || | |
23) MX-AGS 0.856 ______________| | | | || | |
24) MX-MEX 0.790 ____________________| | | || | |
28) EL-SSA 0.766 _______________________| | || | |
26) NI-LEO 0.701 _____________________________| || | |
30) PN-PAN 0.797 ____________________| | || | |
29) CR-SJO 0.729 __________________________| || | |
21) EU-NOR 0.659 _________________________________|| | |
34) PE-ARE 0.649 __________________________________| | |
35) BO-PAZ 0.683 _______________________________| | | |
36) CH-ARI 0.666 _________________________________| | |
38) CH-CON 0.818 _________________| | | |
37) CH-SCH 0.801 ___________________| | |
25) HO-NAC 0.628 _____________________________________| |
39) PA-ASU 0.552 ____________________________________________|
41) AR-SAL 0.696 ______________________________| |
40) UR-MTV 0.666 _________________________________|
43) AR-NEU 0.758 _______________________| | |
42) AR-SJN 0.714 ____________________________| |
44) AR-BUE 0.683 _______________________________|
[cluster.awk ver.2000/10/10] Input=@61 / Method[m] = 3