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