ANÁLISIS ESTADÍSTICO, Serie A

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 0.754 1.000 3) ES-OVI 0.698 0.644 1.000 4) ES-SLM 0.739 0.713 0.680 1.000 5) ES-BAR 0.673 0.628 0.612 0.680 1.000 6) ES-GDL 0.744 0.710 0.653 0.793 0.685 1.000 7) ES-ZAR 0.729 0.697 0.661 0.787 0.677 0.768 1.000 8) ES-MAD 0.717 0.693 0.655 0.750 0.676 0.726 0.750 1.000 9) ES-VAL 0.729 0.695 0.660 0.738 0.686 0.753 0.689 0.720 1.000 10) ES-MUR 0.676 0.719 0.610 0.714 0.594 0.703 0.699 0.691 0.692 1.000 11) ES-SEV 0.700 0.648 0.642 0.694 0.669 0.734 0.707 0.680 0.703 0.647 1.000 12) ES-ALM 0.685 0.667 0.614 0.682 0.675 0.708 0.701 0.699 0.708 0.662 0.699 1.000 13) ES-TEN 0.596 0.554 0.580 0.571 0.587 0.570 0.578 0.557 0.580 0.507 0.596 0.599 1.000 14) ES-PAL 0.664 0.665 0.592 0.672 0.611 0.660 0.646 0.652 0.659 0.644 0.619 0.622 0.612 1.000 15) CU-HAB 0.336 0.386 0.320 0.329 0.309 0.348 0.349 0.343 0.344 0.379 0.336 0.322 0.327 0.362 1.000 16) CU-SCU 0.278 0.310 0.253 0.251 0.243 0.253 0.284 0.274 0.252 0.301 0.259 0.263 0.280 0.284 0.638 17) RD-STI 0.198 0.227 0.180 0.176 0.190 0.199 0.217 0.202 0.206 0.217 0.193 0.229 0.227 0.206 0.338 18) PR-SJU 0.257 0.280 0.233 0.219 0.219 0.252 0.258 0.245 0.260 0.295 0.268 0.263 0.253 0.268 0.420 19) PR-DOR 0.229 0.251 0.194 0.209 0.193 0.226 0.233 0.224 0.227 0.236 0.194 0.218 0.229 0.228 0.347 20) EU-NYK 0.338 0.388 0.292 0.326 0.311 0.321 0.337 0.317 0.342 0.368 0.318 0.313 0.304 0.336 0.484 21) EU-NOR 0.245 0.270 0.206 0.218 0.195 0.229 0.240 0.236 0.248 0.282 0.225 0.233 0.212 0.238 0.390 22) MX-MON 0.198 0.215 0.176 0.188 0.175 0.210 0.185 0.192 0.211 0.240 0.194 0.178 0.173 0.209 0.329 23) MX-AGS 0.295 0.321 0.236 0.272 0.231 0.270 0.262 0.292 0.311 0.326 0.263 0.263 0.240 0.281 0.398 24) MX-MEX 0.332 0.354 0.263 0.285 0.279 0.287 0.289 0.303 0.320 0.341 0.295 0.301 0.267 0.304 0.438 25) HO-NAC 0.217 0.239 0.191 0.193 0.162 0.194 0.214 0.186 0.190 0.213 0.187 0.193 0.192 0.215 0.310 26) NI-LEO 0.184 0.211 0.175 0.178 0.142 0.184 0.191 0.204 0.202 0.228 0.178 0.178 0.190 0.213 0.341 27) NI-MAN 0.301 0.360 0.280 0.301 0.261 0.299 0.300 0.279 0.308 0.331 0.282 0.262 0.304 0.335 0.499 28) EL-SSA 0.260 0.256 0.200 0.236 0.199 0.243 0.233 0.250 0.258 0.271 0.238 0.230 0.211 0.257 0.348 29) CR-SJO 0.213 0.245 0.164 0.208 0.157 0.194 0.210 0.222 0.205 0.252 0.172 0.206 0.203 0.250 0.354 30) PN-PAN 0.251 0.292 0.209 0.229 0.219 0.240 0.260 0.223 0.258 0.280 0.227 0.235 0.249 0.250 0.431 31) CO-MED 0.284 0.293 0.251 0.277 0.247 0.279 0.281 0.294 0.273 0.274 0.291 0.256 0.278 0.289 0.336 32) VE-VNC 0.267 0.265 0.216 0.274 0.272 0.260 0.262 0.247 0.270 0.262 0.241 0.260 0.258 0.289 0.371 33) VE-TAC 0.279 0.272 0.233 0.271 0.250 0.247 0.264 0.270 0.288 0.274 0.248 0.256 0.271 0.302 0.381 34) PE-ARE 0.351 0.368 0.277 0.334 0.273 0.345 0.342 0.310 0.351 0.347 0.326 0.324 0.326 0.357 0.410 35) BO-PAZ 0.251 0.270 0.223 0.268 0.205 0.275 0.277 0.246 0.233 0.289 0.250 0.247 0.236 0.281 0.358 36) CH-ARI 0.262 0.301 0.235 0.284 0.240 0.291 0.297 0.282 0.289 0.293 0.283 0.267 0.243 0.292 0.366 37) CH-SCH 0.283 0.329 0.235 0.285 0.235 0.282 0.304 0.274 0.281 0.304 0.274 0.257 0.272 0.286 0.362 38) CH-CON 0.281 0.305 0.229 0.293 0.240 0.280 0.313 0.261 0.279 0.288 0.254 0.269 0.235 0.280 0.379 39) PA-ASU 0.277 0.297 0.225 0.268 0.218 0.287 0.288 0.272 0.264 0.266 0.260 0.287 0.238 0.254 0.306 40) UR-MTV 0.308 0.323 0.224 0.287 0.256 0.299 0.286 0.286 0.292 0.318 0.277 0.297 0.266 0.303 0.330 41) AR-SAL 0.248 0.260 0.191 0.242 0.203 0.244 0.263 0.241 0.209 0.229 0.212 0.239 0.215 0.216 0.256 42) AR-SJN 0.306 0.344 0.276 0.298 0.251 0.321 0.318 0.297 0.294 0.308 0.304 0.279 0.275 0.313 0.359 43) AR-NEU 0.271 0.320 0.226 0.283 0.209 0.285 0.297 0.282 0.229 0.274 0.256 0.260 0.239 0.262 0.315 44) AR-BUE 0.278 0.292 0.233 0.275 0.216 0.287 0.279 0.274 0.276 0.259 0.253 0.262 0.235 0.268 0.292 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 0.308 1.000 18) PR-SJU 0.392 0.476 1.000 19) PR-DOR 0.350 0.434 0.714 1.000 20) EU-NYK 0.384 0.403 0.529 0.454 1.000 21) EU-NOR 0.315 0.353 0.447 0.403 0.493 1.000 22) MX-MON 0.287 0.314 0.324 0.270 0.402 0.366 1.000 23) MX-AGS 0.337 0.378 0.403 0.336 0.485 0.416 0.587 1.000 24) MX-MEX 0.352 0.383 0.384 0.326 0.507 0.425 0.636 0.754 1.000 25) HO-NAC 0.313 0.288 0.307 0.352 0.348 0.483 0.351 0.345 0.395 1.000 26) NI-LEO 0.288 0.341 0.356 0.312 0.378 0.456 0.353 0.402 0.387 0.484 1.000 27) NI-MAN 0.403 0.387 0.417 0.334 0.539 0.495 0.409 0.488 0.489 0.444 0.622 1.000 28) EL-SSA 0.320 0.310 0.341 0.295 0.428 0.467 0.390 0.454 0.468 0.464 0.481 0.502 1.000 29) CR-SJO 0.327 0.331 0.318 0.320 0.444 0.422 0.387 0.441 0.434 0.389 0.424 0.480 0.439 1.000 30) PN-PAN 0.411 0.383 0.485 0.440 0.546 0.487 0.393 0.460 0.487 0.414 0.392 0.475 0.431 0.463 1.000 31) CO-MED 0.319 0.342 0.354 0.335 0.426 0.405 0.360 0.411 0.450 0.393 0.356 0.434 0.428 0.409 0.423 32) VE-VNC 0.345 0.340 0.330 0.323 0.402 0.361 0.328 0.363 0.395 0.329 0.338 0.407 0.390 0.371 0.397 33) VE-TAC 0.328 0.326 0.329 0.310 0.406 0.350 0.331 0.359 0.397 0.351 0.347 0.414 0.379 0.409 0.424 34) PE-ARE 0.352 0.344 0.369 0.322 0.493 0.424 0.355 0.465 0.478 0.339 0.363 0.473 0.458 0.435 0.482 35) BO-PAZ 0.289 0.305 0.292 0.239 0.405 0.321 0.266 0.357 0.362 0.308 0.320 0.404 0.353 0.373 0.437 36) CH-ARI 0.284 0.234 0.286 0.243 0.396 0.284 0.274 0.319 0.353 0.268 0.298 0.392 0.339 0.316 0.355 37) CH-SCH 0.300 0.228 0.269 0.238 0.420 0.311 0.259 0.344 0.345 0.300 0.304 0.381 0.331 0.344 0.368 38) CH-CON 0.293 0.238 0.281 0.261 0.443 0.315 0.260 0.337 0.365 0.307 0.331 0.399 0.318 0.355 0.390 39) PA-ASU 0.240 0.229 0.195 0.187 0.318 0.235 0.205 0.255 0.265 0.223 0.231 0.311 0.236 0.252 0.292 40) UR-MTV 0.258 0.234 0.262 0.248 0.351 0.278 0.196 0.291 0.298 0.227 0.236 0.309 0.239 0.283 0.310 41) AR-SAL 0.188 0.200 0.211 0.190 0.322 0.255 0.176 0.254 0.263 0.189 0.229 0.287 0.236 0.247 0.275 42) AR-SJN 0.278 0.274 0.289 0.221 0.413 0.299 0.251 0.303 0.351 0.239 0.267 0.388 0.297 0.290 0.320 43) AR-NEU 0.253 0.236 0.253 0.241 0.318 0.243 0.180 0.258 0.290 0.233 0.232 0.331 0.247 0.261 0.298 44) AR-BUE 0.229 0.232 0.255 0.209 0.317 0.250 0.187 0.246 0.263 0.203 0.246 0.309 0.265 0.236 0.256 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 0.419 1.000 33) VE-TAC 0.431 0.738 1.000 34) PE-ARE 0.394 0.402 0.422 1.000 35) BO-PAZ 0.322 0.353 0.334 0.503 1.000 36) CH-ARI 0.319 0.328 0.338 0.482 0.473 1.000 37) CH-SCH 0.336 0.331 0.329 0.479 0.473 0.770 1.000 38) CH-CON 0.331 0.335 0.339 0.487 0.484 0.753 0.754 1.000 39) PA-ASU 0.271 0.305 0.295 0.401 0.370 0.379 0.405 0.369 1.000 40) UR-MTV 0.270 0.256 0.268 0.383 0.343 0.363 0.362 0.358 0.581 1.000 41) AR-SAL 0.253 0.222 0.228 0.329 0.329 0.325 0.370 0.348 0.531 0.551 1.000 42) AR-SJN 0.333 0.278 0.277 0.421 0.368 0.454 0.435 0.421 0.561 0.558 0.562 1.000 43) AR-NEU 0.285 0.249 0.256 0.382 0.357 0.384 0.393 0.384 0.608 0.621 0.652 0.679 1.000 44) AR-BUE 0.263 0.251 0.242 0.418 0.355 0.413 0.396 0.387 0.607 0.636 0.613 0.646 0.741 1.000

2.1. Cluster (Método 1: Máxima vecindad)

R = 1.000 0.5 0 1) ES-COR 0.000 __________________________________________________+__________________________________________________* 2) ES-SCO 0.754 ________________________||||| ||| | | 4) ES-SLM 0.744 _________________________|||| ||| | | 6) ES-GDL 0.793 ____________________|| | ||| ||| | | 7) ES-ZAR 0.787 _____________________| | ||| ||| | | 9) ES-VAL 0.753 ________________________| ||| ||| | | 8) ES-MAD 0.750 ________________________| ||| ||| | | 11) ES-SEV 0.734 __________________________||| ||| | | 10) ES-MUR 0.719 ___________________________|| ||| | | 12) ES-ALM 0.708 ____________________________| ||| | | 3) ES-OVI 0.698 ______________________________||| | | 5) ES-BAR 0.686 _______________________________|| | | 14) ES-PAL 0.672 ________________________________| | | 13) ES-TEN 0.612 ______________________________________| | 15) CU-HAB 0.388 _____________________________________________________________| 16) CU-SCU 0.638 ____________________________________| ||| ||| 18) PR-SJU 0.499 __________________________________________________||| ||| 19) PR-DOR 0.714 ____________________________| | |||| ||| 20) EU-NYK 0.529 _______________________________________________| |||| ||| 30) PN-PAN 0.546 _____________________________________________|| |||| ||| 26) NI-LEO 0.539 ______________________________________________| |||| ||| 27) NI-MAN 0.622 _____________________________________| |||| ||| 22) MX-MON 0.507 _________________________________________________|||| ||| 23) MX-AGS 0.636 ____________________________________| |||| ||| 24) MX-MEX 0.754 ________________________| |||| ||| 28) EL-SSA 0.502 _________________________________________________|||| ||| 21) EU-NOR 0.495 __________________________________________________||| ||| 34) PE-ARE 0.493 __________________________________________________||| ||| 35) BO-PAZ 0.503 _________________________________________________| || ||| 36) CH-ARI 0.487 ___________________________________________________|| ||| 37) CH-SCH 0.770 ______________________| | || ||| 38) CH-CON 0.754 ________________________| || ||| 25) HO-NAC 0.484 ___________________________________________________|| ||| 29) CR-SJO 0.480 ____________________________________________________| ||| 17) RD-STI 0.476 ____________________________________________________| ||| 39) PA-ASU 0.454 ______________________________________________________||| 40) UR-MTV 0.608 _______________________________________| || 41) AR-SAL 0.636 ____________________________________| || 42) AR-SJN 0.652 __________________________________| || 43) AR-NEU 0.679 _______________________________| || 44) AR-BUE 0.741 _________________________| || 31) CO-MED 0.450 _______________________________________________________|| 32) VE-VNC 0.431 ________________________________________________________| 33) VE-TAC 0.738 _________________________| [cluster.awk ver.2000/10/10] Input=a-crr.txt / Method[m] = 1

2.2. Cluster (Método 2: Mínima vecindad)

R = 1.000 0.5 0 1) ES-COR 0.000 __________________________________________________+__________________________________________________* 2) ES-SCO 0.754 ________________________| | | | | | | | 4) ES-SLM 0.693 ______________________________| | | | | | | 6) ES-GDL 0.793 ____________________| | | | | | | | | 7) ES-ZAR 0.768 ______________________| | | | | | | | 8) ES-MAD 0.726 ___________________________| | | | | | | 10) ES-MUR 0.676 ________________________________| | | | | | 14) ES-PAL 0.644 ___________________________________| | | | | 3) ES-OVI 0.592 ________________________________________| | | | 5) ES-BAR 0.612 ______________________________________| | | | 9) ES-VAL 0.669 ________________________________| | | | 12) ES-ALM 0.708 ____________________________|| | | | 11) ES-SEV 0.699 _____________________________| | | | 13) ES-TEN 0.507 _________________________________________________| | | 34) PE-ARE 0.191 _________________________________________________________________________________| | 35) BO-PAZ 0.503 _________________________________________________| | | | 36) CH-ARI 0.473 ____________________________________________________| | | 37) CH-SCH 0.770 ______________________| | | | 38) CH-CON 0.753 ________________________| | | 39) PA-ASU 0.325 ___________________________________________________________________| | 40) UR-MTV 0.581 _________________________________________| | | 41) AR-SAL 0.531 ______________________________________________| | 42) AR-SJN 0.562 ___________________________________________| | 43) AR-NEU 0.646 ___________________________________| | 44) AR-BUE 0.741 _________________________| | 15) CU-HAB 0.142 ______________________________________________________________________________________| 16) CU-SCU 0.638 ____________________________________| | | 17) RD-STI 0.308 _____________________________________________________________________| | 18) PR-SJU 0.434 ________________________________________________________| | 19) PR-DOR 0.714 ____________________________| | 20) EU-NYK 0.270 _________________________________________________________________________| 30) PN-PAN 0.546 _____________________________________________| | | | | | 21) EU-NOR 0.487 ___________________________________________________| | | | | 29) CR-SJO 0.422 _________________________________________________________| | | | 22) MX-MON 0.366 _______________________________________________________________| | | 23) MX-AGS 0.587 _________________________________________| | | 24) MX-MEX 0.754 ________________________| | | 25) HO-NAC 0.345 _________________________________________________________________| | 26) NI-LEO 0.444 _______________________________________________________| | 27) NI-MAN 0.622 _____________________________________| | | 28) EL-SSA 0.481 ___________________________________________________| | 31) CO-MED 0.328 ___________________________________________________________________| 32) VE-VNC 0.419 __________________________________________________________| 33) VE-TAC 0.738 _________________________| [cluster.awk ver.2000/10/10] Input=a-crr.txt / Method[m] = 2

2.3. Cluster (Método 3: Término medio)

R = 1.000 0.5 0 1) ES-COR 0.000 __________________________________________________+__________________________________________________* 2) ES-SCO 0.754 ________________________| ||| | | | | 4) ES-SLM 0.717 ____________________________||| | | | | 6) ES-GDL 0.793 ____________________|| | | || | | | | 7) ES-ZAR 0.778 _____________________| | | || | | | | 8) ES-MAD 0.742 _________________________| | || | | | | 9) ES-VAL 0.725 ___________________________| || | | | | 10) ES-MUR 0.699 _____________________________|| | | | | 11) ES-SEV 0.689 ______________________________| | | | | 12) ES-ALM 0.699 _____________________________| | | | | 5) ES-BAR 0.664 _________________________________| | | | 3) ES-OVI 0.648 ___________________________________| | | 14) ES-PAL 0.642 ___________________________________| | | 13) ES-TEN 0.576 __________________________________________| | 15) CU-HAB 0.261 __________________________________________________________________________| 16) CU-SCU 0.638 ____________________________________| | | 17) RD-STI 0.362 _______________________________________________________________| | 18) PR-SJU 0.410 ___________________________________________________________| || | 19) PR-DOR 0.714 ____________________________| | || | 20) EU-NYK 0.460 ______________________________________________________| || | 30) PN-PAN 0.546 _____________________________________________| | || | 21) EU-NOR 0.490 ___________________________________________________| || | 22) MX-MON 0.390 _____________________________________________________________|| | 23) MX-AGS 0.611 ______________________________________| | | | 24) MX-MEX 0.754 ________________________| | | | 25) HO-NAC 0.413 __________________________________________________________| | | 26) NI-LEO 0.464 _____________________________________________________| | | | 27) NI-MAN 0.622 _____________________________________| | | | | 28) EL-SSA 0.491 __________________________________________________| | | | 29) CR-SJO 0.433 ________________________________________________________| | | 31) CO-MED 0.375 ______________________________________________________________| | 32) VE-VNC 0.425 _________________________________________________________| | 33) VE-TAC 0.738 _________________________| | 34) PE-ARE 0.299 ______________________________________________________________________| 35) BO-PAZ 0.503 _________________________________________________| | | 36) CH-ARI 0.480 ____________________________________________________| | 37) CH-SCH 0.770 ______________________| | | 38) CH-CON 0.754 ________________________| | 39) PA-ASU 0.380 ______________________________________________________________| 40) UR-MTV 0.578 __________________________________________| 41) AR-SAL 0.592 ________________________________________| 42) AR-SJN 0.609 ______________________________________| 43) AR-NEU 0.663 _________________________________| 44) AR-BUE 0.741 _________________________| [cluster.awk ver.2000/10/10] Input=a-crr.txt / Method[m] = 3