Dati(1,1).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.80814 0.15251 0.96319 0.8526 0.11717 0.97827 0.92738 0.057723 0.99473 2 0.82599 0.13832 0.96972 0.78071 0.17431 0.95191 0.88525 0.091211 0.98683 3 0.67992 0.25443 0.89755 0.75995 0.19082 0.94238 0.87408 0.10009 0.98414 4 0.69681 0.24101 0.90808 0.76202 0.18917 0.94336 0.87076 0.10274 0.9833 5 0.59625 0.32094 0.83699 0.69912 0.23917 0.90947 0.85919 0.11193 0.98017 6 0.62866 0.29518 0.8621 0.66308 0.26782 0.88649 0.85538 0.11496 0.97908 7 0.58727 0.32808 0.82966 0.65202 0.27661 0.87891 0.86096 0.11052 0.98067 8 0.60984 0.31014 0.84777 0.64911 0.27892 0.87688 0.86178 0.10987 0.9809 9 0.60243 0.31603 0.84194 0.65063 0.27771 0.87794 0.86323 0.10872 0.98129 10 0.59819 0.3194 0.83855 0.65191 0.2767 0.87883 0.86117 0.11036 0.98073 11 0.6162 0.30508 0.8527 0.64767 0.28006 0.87587 0.85904 0.11205 0.98013 12 0.60931 0.31056 0.84736 0.64032 0.28591 0.87063 0.85632 0.11421 0.97936 13 0.63427 0.29072 0.86624 0.62784 0.29583 0.8615 0.84939 0.11972 0.97732 14 0.63447 0.29056 0.86639 0.61516 0.30591 0.8519 0.8432 0.12464 0.97541 15 0.63983 0.2863 0.87028 0.60274 0.31578 0.84218 0.83993 0.12724 0.97438 16 0.63914 0.28685 0.86978 0.59437 0.32243 0.83547 0.83625 0.13016 0.97319 17 0.62033 0.3018 0.85585 0.58834 0.32723 0.83054 0.83263 0.13304 0.97199 18 0.62098 0.30128 0.85635 0.58392 0.33074 0.82688 0.82921 0.13576 0.97083 19 0.60189 0.31645 0.84151 0.57978 0.33403 0.82341 0.82675 0.13772 0.96998 20 0.60349 0.31518 0.84278 0.5753 0.3376 0.81963 0.82418 0.13976 0.96909 21 0.596 0.32114 0.83678 0.57079 0.34118 0.81578 0.82081 0.14244 0.96789 22 0.59613 0.32104 0.83689 0.5658 0.34515 0.81147 0.81783 0.14481 0.96681 23 0.60094 0.31721 0.84075 0.56003 0.34973 0.80643 0.81547 0.14668 0.96595 24 0.59984 0.31808 0.83988 0.555 0.35373 0.80198 0.81291 0.14872 0.965 25 0.60941 0.31048 0.84744 0.55091 0.35698 0.79832 0.81021 0.15087 0.96398 26 0.60867 0.31107 0.84686 0.54736 0.3598 0.79512 0.80768 0.15287 0.96301 27 0.61508 0.30597 0.85184 0.5441 0.36239 0.79216 0.80554 0.15458 0.96218 28 0.61506 0.30599 0.85182 0.54097 0.36488 0.78929 0.80322 0.15642 0.96128 29 0.61373 0.30704 0.8508 0.53842 0.36691 0.78695 0.80088 0.15828 0.96035 30 0.61351 0.30722 0.85062 0.53575 0.36903 0.78448 0.79865 0.16005 0.95946 Dati(1,2).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.73668 0.31456 0.93066 0.91718 0.098936 0.99314 0.94549 0.065116 0.99703 2 0.71026 0.34611 0.91605 0.91136 0.10588 0.99214 0.93941 0.072376 0.99633 3 0.80246 0.23597 0.96098 0.92189 0.093309 0.9939 0.95601 0.05255 0.99806 4 0.89657 0.12355 0.9893 0.92426 0.090479 0.99426 0.96158 0.0459 0.99852 5 0.87721 0.14668 0.98492 0.91515 0.10135 0.9928 0.95058 0.059037 0.99756 6 0.86247 0.16429 0.98109 0.90983 0.10771 0.99187 0.9457 0.064869 0.99705 7 0.87856 0.14507 0.98525 0.91105 0.10626 0.99209 0.95752 0.050751 0.9982 8 0.89951 0.12004 0.9899 0.91124 0.10603 0.99212 0.96239 0.044924 0.99859 9 0.88451 0.13796 0.98666 0.90503 0.11345 0.99098 0.95764 0.050603 0.99821 10 0.87687 0.14709 0.98484 0.90092 0.11836 0.99018 0.95476 0.054039 0.99795 11 0.88034 0.14294 0.98568 0.89824 0.12156 0.98964 0.96023 0.047506 0.99842 12 0.88308 0.13966 0.98633 0.89803 0.12181 0.9896 0.9634 0.043723 0.99866 13 0.8729 0.15183 0.98384 0.89424 0.12633 0.98882 0.96108 0.046496 0.99849 14 0.86808 0.15759 0.9826 0.89177 0.12928 0.98829 0.96003 0.047748 0.9984 15 0.86999 0.1553 0.9831 0.88777 0.13407 0.9874 0.96189 0.045528 0.99855 16 0.87135 0.15368 0.98345 0.88742 0.13449 0.98732 0.9634 0.043719 0.99866 17 0.86386 0.16262 0.98147 0.88476 0.13767 0.98672 0.96222 0.045129 0.99857 18 0.85945 0.16789 0.98025 0.88366 0.13898 0.98646 0.96227 0.045069 0.99858 19 0.85936 0.168 0.98022 0.87954 0.1439 0.98549 0.9625 0.044792 0.99859 20 0.86078 0.16631 0.98062 0.87917 0.14434 0.9854 0.96304 0.044147 0.99863 21 0.8563 0.17166 0.97935 0.87697 0.14696 0.98486 0.96252 0.04477 0.9986 22 0.85295 0.17566 0.97838 0.87676 0.14721 0.98481 0.96298 0.044228 0.99863 23 0.8503 0.17883 0.97759 0.87304 0.15167 0.98388 0.96282 0.04441 0.99862 24 0.85134 0.17759 0.9779 0.87278 0.15197 0.98382 0.96288 0.044347 0.99862 25 0.84955 0.17972 0.97737 0.8708 0.15434 0.98331 0.96272 0.044536 0.99861 26 0.84785 0.18175 0.97685 0.87111 0.15397 0.98339 0.96322 0.043931 0.99865 27 0.84298 0.18757 0.97534 0.86773 0.15801 0.9825 0.96275 0.044501 0.99861 28 0.84337 0.1871 0.97547 0.86761 0.15815 0.98247 0.9626 0.044682 0.9986 29 0.84334 0.18714 0.97546 0.86568 0.16046 0.98196 0.96254 0.044749 0.9986 30 0.84305 0.18749 0.97537 0.86625 0.15977 0.98211 0.96293 0.044282 0.99863 Dati(1,3).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 -0.12265 1.7265 -0.26035 0.90576 0.14493 0.99112 0.95715 0.065901 0.99816 2 -0.81089 2.7848 -2.2793 0.89111 0.16746 0.98814 0.95187 0.074013 0.99768 3 -0.80295 2.7726 -2.2506 0.88715 0.17354 0.98727 0.95079 0.075677 0.99758 4 -0.38052 2.123 -0.90585 0.88495 0.17693 0.98676 0.95182 0.074087 0.99768 5 -0.079392 1.6599 -0.16509 0.87326 0.19491 0.98394 0.95147 0.074625 0.99765 6 -0.099322 1.6906 -0.20851 0.85175 0.22798 0.97802 0.95175 0.074198 0.99767 7 0.17707 1.2655 0.32279 0.83493 0.25385 0.97275 0.95139 0.074761 0.99764 8 0.47686 0.8045 0.72632 0.82213 0.27354 0.96836 0.95126 0.074949 0.99762 9 0.52936 0.72376 0.7785 0.81104 0.29059 0.96429 0.95143 0.074685 0.99764 10 0.55152 0.68968 0.79887 0.79748 0.31145 0.95898 0.95117 0.075085 0.99762 11 0.6714 0.50533 0.89202 0.78234 0.33472 0.95263 0.95143 0.074697 0.99764 12 0.70436 0.45465 0.9126 0.76693 0.35842 0.94568 0.95141 0.074727 0.99764 13 0.6952 0.46873 0.9071 0.75464 0.37732 0.9398 0.9514 0.074736 0.99764 14 0.70384 0.45544 0.91229 0.7425 0.396 0.93369 0.95134 0.074838 0.99763 15 0.70966 0.44649 0.9157 0.73111 0.41351 0.9277 0.95147 0.074629 0.99764 16 0.71012 0.44579 0.91597 0.71786 0.43388 0.9204 0.95148 0.07461 0.99765 17 0.70961 0.44657 0.91567 0.70499 0.45368 0.91297 0.95146 0.074645 0.99764 18 0.71004 0.44591 0.91592 0.693 0.47211 0.90575 0.95148 0.07462 0.99765 19 0.70858 0.44815 0.91508 0.68137 0.49 0.89847 0.95148 0.074618 0.99765 20 0.71028 0.44554 0.91606 0.67108 0.50582 0.89181 0.95148 0.074619 0.99765 21 0.71033 0.44546 0.91609 0.65947 0.52367 0.88404 0.95148 0.074615 0.99765 22 0.70961 0.44656 0.91568 0.64888 0.53997 0.87671 0.95142 0.0747 0.99764 23 0.7099 0.44613 0.91584 0.63771 0.55714 0.86875 0.95141 0.074716 0.99764 24 0.71035 0.44543 0.9161 0.62758 0.57272 0.8613 0.95141 0.074719 0.99764 25 0.71027 0.44556 0.91605 0.61764 0.588 0.8538 0.95144 0.074682 0.99764 26 0.70997 0.44602 0.91588 0.60759 0.60345 0.84602 0.95143 0.074686 0.99764 27 0.7103 0.44551 0.91607 0.59828 0.61778 0.83862 0.95143 0.07469 0.99764 28 0.71037 0.44541 0.91611 0.58823 0.63324 0.83044 0.95143 0.074694 0.99764 29 0.71021 0.44564 0.91602 0.57932 0.64694 0.82302 0.95142 0.074701 0.99764 30 0.71021 0.44565 0.91602 0.5699 0.66142 0.81501 0.95143 0.0747 0.99764 Dati(1,4).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.81499 0.26311 0.96577 0.85316 0.20883 0.97844 0.9707 0.041673 0.99914 2 0.73422 0.37798 0.92936 0.83004 0.24171 0.97111 0.96695 0.047003 0.99891 3 0.63481 0.51935 0.86663 0.85072 0.2123 0.97771 0.95683 0.061393 0.99814 4 0.58577 0.58908 0.82842 0.83275 0.23785 0.97203 0.95445 0.064784 0.99792 5 0.58168 0.5949 0.82501 0.82501 0.24885 0.96938 0.95093 0.069788 0.99759 6 0.59423 0.57706 0.83535 0.82346 0.25107 0.96883 0.94971 0.071523 0.99747 7 0.59852 0.57096 0.83881 0.82444 0.24967 0.96918 0.94907 0.072423 0.99741 8 0.63093 0.52487 0.86378 0.82432 0.24984 0.96914 0.9483 0.073517 0.99733 9 0.67536 0.46167 0.89461 0.84466 0.22091 0.97587 0.94807 0.073852 0.9973 10 0.70917 0.4136 0.91542 0.83923 0.22864 0.97415 0.94768 0.074411 0.99726 11 0.73858 0.37177 0.93166 0.83855 0.22961 0.97393 0.94777 0.07428 0.99727 12 0.77508 0.31987 0.94941 0.83649 0.23253 0.97327 0.94755 0.074584 0.99725 13 0.80513 0.27714 0.96202 0.83831 0.22995 0.97386 0.9476 0.074513 0.99725 14 0.82408 0.25018 0.96905 0.83892 0.22908 0.97405 0.94752 0.074632 0.99725 15 0.8396 0.22811 0.97427 0.83578 0.23354 0.97303 0.94757 0.074555 0.99725 16 0.85237 0.20995 0.97821 0.84097 0.22616 0.97471 0.9475 0.074668 0.99724 17 0.85887 0.20071 0.98008 0.83848 0.2297 0.97391 0.94754 0.07461 0.99725 18 0.86184 0.19648 0.98091 0.83991 0.22767 0.97437 0.94749 0.07468 0.99724 19 0.8637 0.19384 0.98142 0.83782 0.23063 0.9737 0.94752 0.074631 0.99725 20 0.86429 0.193 0.98158 0.83934 0.22847 0.97419 0.94748 0.074694 0.99724 21 0.86421 0.1931 0.98156 0.83948 0.22827 0.97423 0.9475 0.074663 0.99724 22 0.86408 0.1933 0.98153 0.83834 0.22989 0.97387 0.94747 0.074701 0.99724 23 0.86389 0.19357 0.98147 0.83991 0.22767 0.97437 0.94749 0.074681 0.99724 24 0.86374 0.19378 0.98143 0.83863 0.22949 0.97396 0.94747 0.074707 0.99724 25 0.86375 0.19377 0.98144 0.83986 0.22774 0.97435 0.94748 0.074692 0.99724 26 0.86378 0.19372 0.98144 0.83842 0.22978 0.97389 0.94746 0.074713 0.99724 27 0.86382 0.19366 0.98145 0.8395 0.22825 0.97424 0.94747 0.0747 0.99724 28 0.8639 0.19355 0.98148 0.83926 0.2286 0.97416 0.94746 0.07472 0.99724 29 0.86397 0.19346 0.98149 0.8391 0.22882 0.97411 0.94747 0.074709 0.99724 30 0.864 0.19341 0.9815 0.83958 0.22814 0.97426 0.94745 0.074729 0.99724 Dati(1,5).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.83071 0.21381 0.97134 0.77629 0.28254 0.94996 0.97277 0.034387 0.99926 2 0.79641 0.25713 0.95855 0.66354 0.42494 0.8868 0.96925 0.038842 0.99905 3 0.78034 0.27742 0.95175 0.60908 0.49372 0.84718 0.96974 0.038211 0.99908 4 0.77822 0.2801 0.95082 0.56112 0.55429 0.80739 0.96846 0.039835 0.99901 5 0.79339 0.26094 0.95731 0.558 0.55824 0.80463 0.9663 0.042568 0.99886 6 0.8297 0.21508 0.971 0.55386 0.56346 0.80096 0.96453 0.044794 0.99874 7 0.90175 0.12409 0.99035 0.61212 0.48988 0.84955 0.96455 0.044767 0.99874 8 0.8952 0.13236 0.98902 0.62225 0.47708 0.85731 0.96391 0.045577 0.9987 9 0.89804 0.12877 0.9896 0.64769 0.44496 0.87588 0.96321 0.046466 0.99865 10 0.90245 0.1232 0.99048 0.66157 0.42743 0.88546 0.96233 0.047582 0.99858 11 0.9028 0.12276 0.99055 0.69504 0.38515 0.907 0.9623 0.047612 0.99858 12 0.91209 0.11103 0.99227 0.70846 0.36821 0.915 0.96192 0.048099 0.99855 13 0.90998 0.11369 0.9919 0.72657 0.34534 0.92523 0.96168 0.048394 0.99853 14 0.89797 0.12886 0.98959 0.73882 0.32986 0.93178 0.9612 0.048999 0.99849 15 0.90218 0.12354 0.99043 0.75717 0.30669 0.94103 0.9612 0.049006 0.99849 16 0.90256 0.12306 0.99051 0.7676 0.29352 0.94599 0.96106 0.049174 0.99848 17 0.9025 0.12315 0.99049 0.77927 0.27877 0.95128 0.96097 0.049295 0.99848 18 0.89829 0.12846 0.98965 0.78813 0.26758 0.95511 0.96073 0.049594 0.99846 19 0.90878 0.1152 0.99168 0.79868 0.25426 0.95947 0.96073 0.049599 0.99846 20 0.91026 0.11334 0.99195 0.80598 0.24504 0.96236 0.96069 0.049645 0.99845 21 0.91045 0.1131 0.99198 0.81343 0.23564 0.96519 0.96067 0.049672 0.99845 22 0.90744 0.1169 0.99143 0.81945 0.22802 0.9674 0.96056 0.049814 0.99844 23 0.90756 0.11675 0.99145 0.82576 0.22006 0.96964 0.96058 0.049788 0.99845 24 0.91016 0.11346 0.99193 0.83066 0.21388 0.97132 0.96058 0.049789 0.99845 25 0.90998 0.1137 0.9919 0.83539 0.20789 0.9729 0.96058 0.049788 0.99845 26 0.90812 0.11604 0.99156 0.83939 0.20284 0.97421 0.96048 0.049918 0.99844 27 0.90556 0.11927 0.99108 0.8433 0.1979 0.97545 0.96044 0.049967 0.99843 28 0.90991 0.11378 0.99188 0.84654 0.19382 0.97645 0.96042 0.049986 0.99843 29 0.91046 0.11309 0.99198 0.84957 0.18999 0.97737 0.96043 0.04997 0.99843 30 0.91022 0.11339 0.99194 0.85219 0.18668 0.97815 0.96034 0.050088 0.99843 Dati(1,6).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.88843 0.14696 0.98755 0.94308 0.074977 0.99676 0.94185 0.076592 0.99662 2 0.87414 0.16578 0.98416 0.94081 0.077966 0.9965 0.93187 0.089742 0.99536 3 0.9177 0.1084 0.99323 0.92815 0.094645 0.99484 0.94138 0.077207 0.99656 4 0.90767 0.12162 0.99147 0.9268 0.096419 0.99464 0.93875 0.080677 0.99625 5 0.87552 0.16396 0.98451 0.91026 0.11821 0.99195 0.92737 0.095661 0.99473 6 0.89093 0.14366 0.9881 0.90739 0.12199 0.99142 0.92258 0.10198 0.99401 7 0.90723 0.12219 0.99139 0.89894 0.13311 0.98979 0.92503 0.098748 0.99438 8 0.90111 0.13025 0.99022 0.8951 0.13817 0.989 0.92465 0.099242 0.99432 9 0.89687 0.13584 0.98936 0.88882 0.14644 0.98764 0.92411 0.099963 0.99424 10 0.90119 0.13016 0.99024 0.88586 0.15034 0.98697 0.92404 0.10005 0.99423 11 0.90085 0.1306 0.99017 0.88134 0.1563 0.98592 0.92416 0.099891 0.99425 12 0.89788 0.13451 0.98957 0.8786 0.15991 0.98526 0.92562 0.09797 0.99447 13 0.89684 0.13588 0.98936 0.87494 0.16473 0.98436 0.92655 0.096743 0.99461 14 0.8977 0.13475 0.98953 0.87294 0.16736 0.98385 0.92738 0.095649 0.99473 15 0.89735 0.13521 0.98946 0.87112 0.16976 0.98339 0.92625 0.097146 0.99456 16 0.89676 0.13599 0.98934 0.86974 0.17158 0.98303 0.92796 0.094886 0.99481 17 0.8965 0.13632 0.98929 0.86799 0.17389 0.98257 0.93271 0.088627 0.99547 18 0.89631 0.13658 0.98925 0.86676 0.1755 0.98225 0.93199 0.089579 0.99537 19 0.89647 0.13636 0.98928 0.86584 0.17671 0.982 0.93066 0.091327 0.99519 20 0.89618 0.13675 0.98922 0.86494 0.1779 0.98176 0.93324 0.087937 0.99554 21 0.89604 0.13693 0.98919 0.86407 0.17904 0.98152 0.93456 0.086197 0.99572 22 0.89581 0.13724 0.98914 0.86341 0.17991 0.98134 0.9335 0.087597 0.99558 23 0.89604 0.13693 0.98919 0.86314 0.18027 0.98127 0.93248 0.088938 0.99544 24 0.89588 0.13715 0.98916 0.86258 0.181 0.98112 0.93371 0.087311 0.99561 25 0.89581 0.13723 0.98915 0.86214 0.18158 0.981 0.93482 0.085852 0.99575 26 0.89572 0.13736 0.98913 0.86177 0.18207 0.98089 0.93385 0.087137 0.99562 27 0.89587 0.13715 0.98916 0.8617 0.18216 0.98087 0.93343 0.087678 0.99557 28 0.89573 0.13735 0.98913 0.86132 0.18266 0.98077 0.93469 0.086031 0.99573 29 0.89575 0.13732 0.98913 0.86116 0.18287 0.98072 0.93475 0.085946 0.99574 30 0.8957 0.13737 0.98912 0.86095 0.18315 0.98067 0.93428 0.08657 0.99568 Dati(1,7).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.42999 0.6307 0.67509 0.35673 0.71177 0.5862 0.96648 0.037086 0.99888 2 -0.187 1.3134 -0.40897 -0.3426 1.4856 -0.80257 0.94542 0.060395 0.99702 3 -0.67891 1.8577 -1.8187 -0.86273 2.0611 -2.4698 0.92929 0.07824 0.995 4 -0.9298 2.1353 -2.7241 -1.1234 2.3495 -3.5088 0.92076 0.087683 0.99372 5 -1.0745 2.2954 -3.3034 -1.2843 2.5275 -4.218 0.91659 0.092291 0.99304 6 -1.0879 2.3103 -3.3594 -1.292 2.536 -4.2531 0.91748 0.091303 0.99319 7 -1.0258 2.2415 -3.1037 -1.2538 2.4938 -4.0795 0.92207 0.08623 0.99393 8 -0.98023 2.1911 -2.9213 -1.2223 2.4589 -3.9386 0.9235 0.084641 0.99415 9 -0.94351 2.1505 -2.7772 -1.1631 2.3934 -3.6788 0.92475 0.083264 0.99434 10 -0.88481 2.0855 -2.5525 -1.1038 2.3279 -3.4261 0.92597 0.081911 0.99452 11 -0.82453 2.0188 -2.3289 -1.0538 2.2725 -3.2181 0.92797 0.079697 0.99481 12 -0.77882 1.9682 -2.1642 -0.99776 2.2105 -2.991 0.92863 0.07897 0.99491 13 -0.73325 1.9178 -2.0042 -0.94464 2.1517 -2.7816 0.93001 0.07744 0.9951 14 -0.68232 1.8615 -1.8302 -0.89614 2.098 -2.5953 0.93097 0.076382 0.99523 15 -0.63573 1.8099 -1.6756 -0.84678 2.0434 -2.4106 0.93236 0.074841 0.99542 16 -0.59431 1.7641 -1.5418 -0.79983 1.9915 -2.2394 0.93307 0.074057 0.99552 17 -0.55216 1.7174 -1.4092 -0.75547 1.9424 -2.0817 0.93431 0.072681 0.99569 18 -0.51015 1.671 -1.2806 -0.71186 1.8941 -1.9305 0.93506 0.071859 0.99578 19 -0.47136 1.628 -1.1649 -0.67016 1.848 -1.7894 0.93615 0.070649 0.99592 20 -0.43446 1.5872 -1.0577 -0.63032 1.8039 -1.6579 0.93679 0.06994 0.996 21 -0.3979 1.5468 -0.95413 -0.59169 1.7612 -1.5335 0.93779 0.068837 0.99613 22 -0.36274 1.5078 -0.85705 -0.55466 1.7202 -1.417 0.93838 0.06818 0.9962 23 -0.32952 1.4711 -0.76763 -0.51917 1.6809 -1.3079 0.93921 0.067262 0.9963 24 -0.29746 1.4356 -0.6834 -0.48496 1.6431 -1.2051 0.93974 0.066675 0.99637 25 -0.26632 1.4012 -0.60357 -0.45216 1.6068 -1.1088 0.94051 0.065827 0.99646 26 -0.23656 1.3682 -0.52907 -0.42068 1.572 -1.0183 0.94097 0.065313 0.99652 27 -0.2081 1.3367 -0.4595 -0.39043 1.5385 -0.93331 0.94162 0.064593 0.99659 28 -0.18065 1.3064 -0.39394 -0.36143 1.5064 -0.8535 0.94204 0.064128 0.99664 29 -0.15425 1.2772 -0.33229 -0.33362 1.4756 -0.77855 0.9426 0.063507 0.99671 30 -0.12899 1.2492 -0.27463 -0.30695 1.4461 -0.70811 0.94298 0.063094 0.99675 Dati(1,8).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.41846 0.79777 0.66181 0.59024 0.56211 0.8321 0.95498 0.061763 0.99797 2 0.26219 1.0122 0.45563 0.48036 0.71286 0.72997 0.95221 0.065558 0.99772 3 0.11881 1.2088 0.2235 0.37129 0.86249 0.60472 0.96135 0.053017 0.99851 4 0.11674 1.2117 0.21986 0.37186 0.8617 0.60544 0.96266 0.051231 0.99861 5 -0.00039729 1.3724 -0.00079473 0.36307 0.87376 0.59432 0.9558 0.060629 0.99805 6 -0.23558 1.695 -0.52665 0.31948 0.93357 0.53689 0.95335 0.063995 0.99782 7 -0.39178 1.9093 -0.93704 0.26734 1.0051 0.46321 0.96206 0.052042 0.99856 8 -0.53985 2.1124 -1.3711 0.24226 1.0395 0.42583 0.96298 0.050781 0.99863 9 -0.7762 2.4366 -2.1549 0.21334 1.0792 0.38116 0.95781 0.057872 0.99822 10 -1.0539 2.8176 -3.2184 0.16544 1.1449 0.30351 0.95543 0.061148 0.99801 11 -1.3277 3.1932 -4.4183 0.1193 1.2082 0.22437 0.96105 0.053429 0.99848 12 -1.6416 3.6239 -5.9781 0.081706 1.2597 0.15674 0.9619 0.05226 0.99855 13 -2.025 4.1498 -8.1506 0.038088 1.3196 0.074725 0.95813 0.057442 0.99825 14 -2.4564 4.7416 -10.9467 -0.013805 1.3908 -0.0278 0.95598 0.060384 0.99806 15 -2.9334 5.396 -14.4716 -0.06456 1.4604 -0.13329 0.95908 0.056135 0.99833 16 -3.4826 6.1493 -19.0934 -0.11432 1.5287 -0.24171 0.95937 0.055744 0.99835 17 -4.1164 7.0188 -25.1774 -0.16929 1.6041 -0.36724 0.95659 0.059547 0.99812 18 -4.8341 8.0034 -33.0365 -0.22867 1.6855 -0.50963 0.95478 0.062032 0.99796 19 -5.6478 9.1197 -43.1934 -0.28883 1.7681 -0.66108 0.9565 0.059679 0.99811 20 -6.5786 10.3966 -56.4356 -0.35107 1.8534 -0.82538 0.95672 0.059368 0.99813 21 -7.6412 11.8543 -73.6711 -0.41774 1.9449 -1.01 0.95474 0.062088 0.99795 22 -8.8495 13.5119 -96.0132 -0.4879 2.0412 -1.2139 0.95321 0.064192 0.99781 23 -10.2255 15.3995 -125.0116 -0.56047 2.1407 -1.4351 0.95404 0.063056 0.99789 24 -11.795 17.5526 -162.7131 -0.63649 2.245 -1.6781 0.95402 0.063075 0.99789 25 -13.584 20.0068 -211.6944 -0.71679 2.3552 -1.9474 0.95251 0.065153 0.99774 26 -15.6223 22.8029 -275.2997 -0.80093 2.4706 -2.2433 0.95115 0.067011 0.99761 27 -17.9458 25.9904 -357.943 -0.88878 2.5911 -2.5675 0.95138 0.066698 0.99764 28 -20.5954 29.6252 -465.3601 -0.98102 2.7176 -2.9245 0.95131 0.066794 0.99763 29 -23.6158 33.7687 -604.9384 -1.078 2.8507 -3.3181 0.95011 0.068446 0.99751 30 -27.0586 38.4916 -786.2838 -1.1796 2.9901 -3.7508 0.94882 0.070215 0.99738 Dati(1,9).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.60515 1.895 0.84409 0.25704 3.5656 0.44801 0.87601 0.59506 0.98463 2 0.19487 3.864 0.35177 -0.36989 6.5745 -0.87661 0.8399 0.76837 0.97437 3 -0.10964 5.3254 -0.2313 -0.56579 7.5146 -1.4517 0.82837 0.82367 0.97054 4 -0.22054 5.8577 -0.48972 -0.231 5.9079 -0.51536 0.83151 0.80862 0.97161 5 -0.095933 5.2596 -0.20107 0.31692 3.2782 0.53341 0.83286 0.80212 0.97207 6 0.25899 3.5563 0.45091 0.67158 1.5762 0.89214 0.83207 0.80594 0.9718 7 0.53804 2.2171 0.78659 0.65215 1.6694 0.879 0.83312 0.80091 0.97215 8 0.55958 2.1137 0.80603 0.65799 1.6414 0.88303 0.83393 0.79702 0.97242 9 0.4538 2.6214 0.70166 0.67834 1.5437 0.89653 0.83422 0.79562 0.97252 10 0.36579 3.0437 0.59777 0.61356 1.8546 0.85066 0.83458 0.79391 0.97264 11 0.41638 2.8009 0.65939 0.55822 2.1202 0.80483 0.83465 0.79357 0.97266 12 0.55338 2.1434 0.80053 0.56636 2.0812 0.81195 0.83469 0.79334 0.97267 13 0.59264 1.955 0.83405 0.61378 1.8535 0.85084 0.83568 0.78861 0.973 14 0.55091 2.1553 0.79832 0.65797 1.6415 0.88302 0.8357 0.7885 0.97301 15 0.58153 2.0083 0.82489 0.67288 1.5699 0.89299 0.83571 0.78848 0.97301 16 0.56956 2.0658 0.81472 0.6746 1.5617 0.89411 0.83577 0.78818 0.97303 17 0.52258 2.2913 0.77207 0.67439 1.5627 0.89398 0.83605 0.78685 0.97312 18 0.54934 2.1628 0.79691 0.67217 1.5734 0.89253 0.83606 0.78681 0.97312 19 0.55774 2.1225 0.8044 0.66901 1.5885 0.89044 0.83598 0.78717 0.9731 20 0.49649 2.4165 0.74648 0.66807 1.593 0.88982 0.83598 0.78717 0.9731 21 0.49328 2.4319 0.74323 0.66956 1.5859 0.89081 0.83585 0.78779 0.97306 22 0.54316 2.1925 0.7913 0.6719 1.5746 0.89235 0.83581 0.788 0.97304 23 0.52773 2.2666 0.77696 0.67347 1.5671 0.89338 0.83585 0.78778 0.97306 24 0.50872 2.3578 0.75865 0.6741 1.5641 0.89379 0.83585 0.78777 0.97306 25 0.53238 2.2442 0.78133 0.67431 1.563 0.89393 0.83586 0.78777 0.97306 26 0.50761 2.3631 0.75755 0.67427 1.5633 0.8939 0.8358 0.78803 0.97304 27 0.46749 2.5556 0.71643 0.67409 1.5641 0.89378 0.83585 0.78781 0.97305 28 0.49157 2.4401 0.7415 0.67399 1.5646 0.89372 0.83587 0.78771 0.97306 29 0.51208 2.3417 0.76193 0.67405 1.5643 0.89376 0.83584 0.78784 0.97305 30 0.48524 2.4704 0.73502 0.67419 1.5636 0.89385 0.83586 0.78776 0.97306 Dati(1,10).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.71828 0.42468 0.92063 0.85962 0.21161 0.98029 0.94392 0.084539 0.99685 2 0.66488 0.50519 0.88769 0.87162 0.19353 0.98352 0.94684 0.080138 0.99717 3 0.66144 0.51037 0.88537 0.87263 0.192 0.98378 0.94629 0.080966 0.99712 4 0.55094 0.67694 0.79834 0.85684 0.2158 0.97951 0.93957 0.091095 0.99635 5 0.54755 0.68205 0.79529 0.86519 0.20321 0.98183 0.9421 0.087278 0.99665 6 0.68205 0.4793 0.89891 0.87125 0.19408 0.98342 0.94397 0.084468 0.99686 7 0.67117 0.4957 0.89187 0.8817 0.17834 0.986 0.94168 0.087912 0.9966 8 0.75519 0.36904 0.94007 0.88607 0.17174 0.98702 0.94187 0.087629 0.99662 9 0.74814 0.37966 0.93657 0.88713 0.17014 0.98726 0.94083 0.089189 0.9965 10 0.78125 0.32975 0.95215 0.89189 0.16297 0.98831 0.94208 0.087317 0.99664 11 0.833 0.25175 0.97211 0.89802 0.15373 0.9896 0.94093 0.089041 0.99651 12 0.86376 0.20538 0.98144 0.89935 0.15172 0.98987 0.93811 0.093289 0.99617 13 0.85794 0.21415 0.97982 0.9022 0.14743 0.99044 0.93796 0.093525 0.99615 14 0.86233 0.20753 0.98105 0.90088 0.14942 0.99017 0.93638 0.095898 0.99595 15 0.87724 0.18505 0.98493 0.9011 0.14908 0.99022 0.93442 0.098862 0.9957 16 0.89379 0.1601 0.98872 0.90792 0.1388 0.99152 0.93343 0.10035 0.99557 17 0.89397 0.15983 0.98876 0.908 0.13869 0.99154 0.93158 0.10314 0.99532 18 0.88609 0.17172 0.98702 0.90724 0.13983 0.9914 0.93053 0.10472 0.99517 19 0.8857 0.1723 0.98694 0.90865 0.13771 0.99166 0.92927 0.10662 0.995 20 0.89555 0.15745 0.98909 0.90842 0.13805 0.99161 0.92763 0.1091 0.99476 21 0.89852 0.15297 0.9897 0.90683 0.14046 0.99132 0.9267 0.1105 0.99463 22 0.8933 0.16084 0.98862 0.90634 0.14119 0.99123 0.92531 0.11259 0.99442 23 0.88773 0.16924 0.9874 0.90813 0.13849 0.99156 0.92416 0.11432 0.99425 24 0.89137 0.16376 0.9882 0.9074 0.13959 0.99142 0.92315 0.11585 0.99409 25 0.89641 0.15616 0.98927 0.9068 0.1405 0.99131 0.92176 0.11794 0.99388 26 0.89516 0.15804 0.98901 0.90923 0.13684 0.99176 0.92076 0.11946 0.99372 27 0.88989 0.16599 0.98788 0.9097 0.13612 0.99185 0.91967 0.1211 0.99355 28 0.88903 0.16729 0.98769 0.90906 0.13709 0.99173 0.91848 0.12289 0.99335 29 0.89329 0.16086 0.98861 0.90922 0.13685 0.99176 0.91749 0.12437 0.99319 30 0.89497 0.15833 0.98897 0.91058 0.13479 0.992 0.91632 0.12615 0.993 Dati(1,11).t.pem.mod(p,n).Mpem_AICC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.70043 0.23845 0.91026 0.88236 0.093637 0.98616 0.94022 0.047581 0.99643 2 0.57024 0.34209 0.81531 0.84342 0.12464 0.97548 0.92123 0.062704 0.99379 3 0.57218 0.34054 0.81697 0.87107 0.10263 0.98338 0.9355 0.051342 0.99584 4 0.76167 0.18971 0.9432 0.90881 0.07259 0.99168 0.94793 0.041445 0.99729 5 0.73935 0.20748 0.93206 0.85748 0.11345 0.97969 0.92486 0.05981 0.99435 6 0.64945 0.27904 0.87711 0.85645 0.11426 0.97939 0.92326 0.061081 0.99411 7 0.6559 0.27391 0.88159 0.8872 0.089785 0.98728 0.94208 0.046108 0.99664 8 0.75041 0.19867 0.9377 0.89606 0.082733 0.9892 0.94963 0.040091 0.99746 9 0.80188 0.1577 0.96075 0.87333 0.10083 0.98396 0.94456 0.044133 0.99693 10 0.79147 0.16599 0.95652 0.86924 0.10409 0.9829 0.94456 0.044131 0.99693 11 0.81512 0.14716 0.96582 0.87968 0.09577 0.98552 0.94263 0.045668 0.99671 12 0.81871 0.1443 0.96714 0.87823 0.096931 0.98517 0.94049 0.047371 0.99646 13 0.81819 0.14472 0.96695 0.86474 0.10766 0.98171 0.94631 0.04274 0.99712 14 0.81113 0.15034 0.96433 0.86637 0.10637 0.98214 0.94591 0.043054 0.99707 15 0.82628 0.13828 0.96982 0.8713 0.10244 0.98344 0.93999 0.047771 0.9964 16 0.82887 0.13622 0.97071 0.86934 0.104 0.98293 0.93992 0.047822 0.99639 17 0.83135 0.13425 0.97156 0.86365 0.10853 0.98141 0.94544 0.043431 0.99702 18 0.82984 0.13545 0.97104 0.86382 0.1084 0.98145 0.94571 0.043218 0.99705 19 0.83183 0.13386 0.97172 0.86471 0.10769 0.9817 0.94415 0.044453 0.99688 20 0.83107 0.13447 0.97146 0.86255 0.10941 0.98111 0.94425 0.044379 0.99689 21 0.83115 0.13441 0.97149 0.8596 0.11176 0.98029 0.9447 0.044022 0.99694 22 0.83088 0.13462 0.9714 0.86003 0.11142 0.98041 0.94461 0.044087 0.99693 23 0.83069 0.13477 0.97134 0.85999 0.11145 0.9804 0.94576 0.043177 0.99706 24 0.83052 0.1349 0.97128 0.85862 0.11253 0.98001 0.94531 0.043531 0.99701 25 0.83037 0.13502 0.97123 0.85725 0.11363 0.97962 0.9444 0.044255 0.99691 26 0.8303 0.13508 0.9712 0.85722 0.11365 0.97961 0.94471 0.044009 0.99694 27 0.82977 0.1355 0.97102 0.85686 0.11393 0.97951 0.94574 0.043193 0.99706 28 0.82955 0.13567 0.97095 0.85599 0.11463 0.97926 0.94565 0.043264 0.99705 29 0.82931 0.13587 0.97087 0.85531 0.11517 0.97906 0.94537 0.043482 0.99702 30 0.82929 0.13588 0.97086 0.8552 0.11526 0.97903 0.94552 0.043364 0.99703