Dati(1,1).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.66265 0.26816 0.8862 0.85602 0.11445 0.97927 0.9262 0.058662 0.99455 2 0.48649 0.40819 0.73631 0.77627 0.17784 0.94995 0.88937 0.087942 0.98776 3 0.51247 0.38754 0.76231 0.78836 0.16823 0.95521 0.86959 0.10366 0.98299 4 0.66723 0.26452 0.88926 0.82241 0.14117 0.96846 0.86147 0.11011 0.98081 5 0.75152 0.19751 0.93826 0.80935 0.15155 0.96365 0.83182 0.13369 0.97172 6 0.72668 0.21726 0.9253 0.79146 0.16577 0.95651 0.81874 0.14408 0.96715 7 0.73724 0.20887 0.93096 0.79278 0.16472 0.95706 0.81319 0.14849 0.9651 8 0.76328 0.18817 0.94397 0.79378 0.16393 0.95747 0.80784 0.15275 0.96308 9 0.75989 0.19087 0.94235 0.78623 0.16993 0.9543 0.79923 0.15959 0.95969 10 0.75504 0.19472 0.94 0.7807 0.17432 0.95191 0.79286 0.16466 0.95709 11 0.75661 0.19347 0.94076 0.77819 0.17632 0.9508 0.78888 0.16782 0.95543 12 0.7569 0.19324 0.9409 0.77498 0.17887 0.94937 0.78607 0.17005 0.95423 13 0.75482 0.19489 0.93989 0.77176 0.18143 0.94791 0.78335 0.17222 0.95306 14 0.75389 0.19563 0.93943 0.76949 0.18324 0.94686 0.78064 0.17437 0.95188 15 0.75361 0.19586 0.93929 0.7674 0.1849 0.9459 0.77895 0.17571 0.95114 16 0.75291 0.19641 0.93895 0.76535 0.18652 0.94494 0.77796 0.1765 0.9507 17 0.75237 0.19684 0.93868 0.76383 0.18773 0.94422 0.77719 0.17711 0.95036 18 0.75204 0.1971 0.93852 0.76254 0.18875 0.94361 0.77559 0.17838 0.94964 19 0.75181 0.19728 0.9384 0.76129 0.18975 0.94302 0.77487 0.17895 0.94932 20 0.75163 0.19743 0.93831 0.76031 0.19053 0.94255 0.77476 0.17905 0.94926 21 0.75151 0.19753 0.93825 0.75962 0.19108 0.94222 0.7747 0.17909 0.94924 22 0.75138 0.19763 0.93819 0.75897 0.19159 0.94191 0.77396 0.17968 0.9489 23 0.75129 0.1977 0.93814 0.75838 0.19207 0.94162 0.77368 0.17991 0.94878 24 0.75125 0.19773 0.93813 0.75803 0.19234 0.94145 0.77381 0.1798 0.94884 25 0.75122 0.19776 0.93811 0.75777 0.19255 0.94133 0.77389 0.17974 0.94887 26 0.75117 0.19779 0.93809 0.75748 0.19278 0.94118 0.77342 0.18011 0.94866 27 0.75115 0.19781 0.93808 0.75723 0.19297 0.94106 0.77331 0.18019 0.94861 28 0.75115 0.19781 0.93807 0.75706 0.19312 0.94098 0.7735 0.18005 0.9487 29 0.75113 0.19783 0.93806 0.7569 0.19324 0.9409 0.77356 0.18 0.94873 30 0.75112 0.19784 0.93806 0.75675 0.19336 0.94083 0.77324 0.18025 0.94858 Dati(1,2).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.93459 0.078131 0.99572 0.95346 0.055594 0.99783 0.96809 0.038117 0.99898 2 0.94209 0.069175 0.99665 0.94829 0.061777 0.99733 0.96451 0.042397 0.99874 3 0.93253 0.080593 0.99545 0.94263 0.068538 0.99671 0.9688 0.037272 0.99903 4 0.93381 0.079065 0.99562 0.94159 0.069776 0.99659 0.9698 0.036081 0.99909 5 0.92546 0.089049 0.99444 0.93614 0.076291 0.99592 0.96543 0.041294 0.99881 6 0.9257 0.088755 0.99448 0.93554 0.077008 0.99584 0.9635 0.0436 0.99867 7 0.92487 0.08975 0.99436 0.93517 0.077438 0.9958 0.966 0.040621 0.99884 8 0.92397 0.090823 0.99422 0.93554 0.076999 0.99585 0.967 0.039422 0.99891 9 0.92023 0.09529 0.99364 0.93325 0.079734 0.99554 0.96461 0.042272 0.99875 10 0.92016 0.095378 0.99363 0.93337 0.079597 0.99556 0.9634 0.043717 0.99866 11 0.91892 0.096856 0.99343 0.93298 0.080057 0.99551 0.96431 0.042629 0.99873 12 0.91728 0.098819 0.99316 0.93334 0.079629 0.99556 0.96493 0.041892 0.99877 13 0.91427 0.10241 0.99265 0.93169 0.081606 0.99533 0.96351 0.043592 0.99867 14 0.91384 0.10293 0.99258 0.93191 0.081334 0.99536 0.96288 0.044341 0.99862 15 0.91147 0.10576 0.99216 0.93113 0.082273 0.99526 0.96315 0.044025 0.99864 16 0.90935 0.10829 0.99178 0.93141 0.081932 0.9953 0.96346 0.043644 0.99867 17 0.90627 0.11197 0.99121 0.92985 0.083798 0.99508 0.96249 0.044802 0.99859 18 0.9052 0.11325 0.99101 0.93009 0.083516 0.99511 0.96228 0.045055 0.99858 19 0.90167 0.11746 0.99033 0.92889 0.084947 0.99494 0.96208 0.045296 0.99856 20 0.89902 0.12063 0.9898 0.92911 0.084686 0.99497 0.96219 0.04517 0.99857 21 0.89543 0.12492 0.98907 0.92741 0.086711 0.99473 0.96152 0.045964 0.99852 22 0.89346 0.12727 0.98865 0.92761 0.08648 0.99476 0.96159 0.045881 0.99852 23 0.8888 0.13283 0.98763 0.92606 0.088323 0.99453 0.96138 0.046138 0.99851 24 0.88555 0.13671 0.9869 0.92619 0.088177 0.99455 0.96131 0.046214 0.9985 25 0.88105 0.14209 0.98585 0.92424 0.090495 0.99426 0.96083 0.046791 0.99847 26 0.87799 0.14575 0.98511 0.92441 0.090298 0.99429 0.96106 0.046517 0.99848 27 0.87221 0.15265 0.98367 0.92243 0.092661 0.99398 0.96065 0.04701 0.99845 28 0.86792 0.15778 0.98255 0.92238 0.092721 0.99398 0.96043 0.047273 0.99843 29 0.86223 0.16457 0.98102 0.92006 0.095496 0.99361 0.95995 0.047843 0.9984 30 0.85779 0.16988 0.97978 0.92006 0.095497 0.99361 0.96028 0.047451 0.99842 Dati(1,3).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 -0.12265 1.7265 -0.26035 0.94972 0.077323 0.99747 0.95971 0.06196 0.99838 2 -0.81089 2.7848 -2.2793 0.92396 0.11693 0.99422 0.94507 0.084466 0.99698 3 -0.80295 2.7726 -2.2506 0.90905 0.13987 0.99173 0.93662 0.097472 0.99598 4 -0.38052 2.123 -0.90585 0.90153 0.15144 0.9903 0.92724 0.11189 0.99471 5 -0.079392 1.6599 -0.16509 0.89022 0.16883 0.98795 0.91703 0.1276 0.99312 6 -0.099322 1.6906 -0.20851 0.88338 0.17935 0.9864 0.91104 0.1368 0.99209 7 0.17707 1.2655 0.32279 0.88274 0.18032 0.98625 0.90621 0.14424 0.9912 8 0.47686 0.8045 0.72632 0.88197 0.18151 0.98607 0.90076 0.15261 0.99015 9 0.52936 0.72376 0.7785 0.87868 0.18657 0.98528 0.89615 0.15971 0.98921 10 0.55152 0.68968 0.79887 0.87701 0.18913 0.98487 0.89349 0.16379 0.98866 11 0.6714 0.50533 0.89202 0.87776 0.18799 0.98506 0.89103 0.16758 0.98812 12 0.70436 0.45465 0.9126 0.87791 0.18775 0.98509 0.88876 0.17107 0.98763 13 0.6952 0.46873 0.9071 0.87685 0.18938 0.98484 0.88727 0.17336 0.98729 14 0.70384 0.45544 0.91229 0.87642 0.19004 0.98473 0.88626 0.17492 0.98706 15 0.70966 0.44649 0.9157 0.87695 0.18924 0.98486 0.88517 0.1766 0.98681 16 0.71012 0.44579 0.91597 0.87707 0.18904 0.98489 0.8842 0.17809 0.98659 17 0.70961 0.44657 0.91567 0.87662 0.18974 0.98478 0.88355 0.17908 0.98644 18 0.71004 0.44591 0.91592 0.87648 0.18995 0.98474 0.88297 0.17997 0.9863 19 0.70858 0.44815 0.91508 0.87679 0.18948 0.98482 0.88234 0.18095 0.98616 20 0.71028 0.44554 0.91606 0.87684 0.18939 0.98483 0.88189 0.18163 0.98605 21 0.71033 0.44546 0.91609 0.87662 0.18973 0.98478 0.88157 0.18212 0.98598 22 0.70961 0.44656 0.91568 0.87658 0.1898 0.98477 0.88126 0.1826 0.9859 23 0.7099 0.44613 0.91584 0.87673 0.18957 0.9848 0.88097 0.18305 0.98583 24 0.71035 0.44543 0.9161 0.87675 0.18954 0.98481 0.88073 0.18341 0.98578 25 0.71027 0.44556 0.91605 0.87663 0.18973 0.98478 0.88052 0.18373 0.98573 26 0.70997 0.44602 0.91588 0.87661 0.18975 0.98478 0.88034 0.18401 0.98568 27 0.7103 0.44551 0.91607 0.8767 0.18962 0.9848 0.88019 0.18424 0.98565 28 0.71037 0.44541 0.91611 0.8767 0.18961 0.9848 0.88008 0.18442 0.98562 29 0.71021 0.44564 0.91602 0.87664 0.18971 0.98478 0.87998 0.18457 0.98559 30 0.71021 0.44565 0.91602 0.87664 0.18971 0.98478 0.87989 0.18471 0.98557 Dati(1,4).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.84226 0.22433 0.97512 0.93604 0.090953 0.99591 0.96904 0.044034 0.99904 2 0.80794 0.27313 0.96311 0.91667 0.1185 0.99306 0.95686 0.061348 0.99814 3 0.88742 0.16011 0.98732 0.91661 0.11859 0.99305 0.94444 0.07901 0.99691 4 0.90137 0.14026 0.99027 0.90534 0.13461 0.99104 0.93505 0.092367 0.99578 5 0.85344 0.20843 0.97852 0.8883 0.15886 0.98752 0.92705 0.10374 0.99468 6 0.84828 0.21576 0.97698 0.87854 0.17272 0.98525 0.9223 0.1105 0.99396 7 0.87242 0.18143 0.98372 0.87144 0.18282 0.98347 0.91776 0.11696 0.99324 8 0.8631 0.19469 0.98126 0.86313 0.19464 0.98127 0.91402 0.12227 0.99261 9 0.84792 0.21627 0.97687 0.85604 0.20473 0.97928 0.91141 0.12598 0.99215 10 0.84917 0.21449 0.97725 0.8506 0.21247 0.97768 0.90962 0.12853 0.99183 11 0.85249 0.20978 0.97824 0.84568 0.21946 0.97619 0.90787 0.13102 0.99151 12 0.84677 0.21791 0.97652 0.84155 0.22534 0.97489 0.90662 0.1328 0.99128 13 0.84198 0.22473 0.97503 0.83834 0.22991 0.97386 0.9059 0.13382 0.99115 14 0.84305 0.2232 0.97537 0.83561 0.23379 0.97297 0.90542 0.1345 0.99105 15 0.84245 0.22406 0.97518 0.83322 0.23718 0.97218 0.90501 0.13509 0.99098 16 0.84012 0.22737 0.97444 0.83132 0.23988 0.97155 0.90469 0.13554 0.99092 17 0.83859 0.22955 0.97395 0.82973 0.24215 0.97101 0.90451 0.1358 0.99088 18 0.83877 0.22928 0.97401 0.82833 0.24413 0.97053 0.90437 0.136 0.99085 19 0.83805 0.23031 0.97377 0.82717 0.24579 0.97013 0.90422 0.13621 0.99083 20 0.83715 0.23159 0.97348 0.82626 0.24708 0.96981 0.90412 0.13635 0.99081 21 0.8366 0.23238 0.9733 0.82544 0.24824 0.96953 0.90408 0.13641 0.9908 22 0.83645 0.23259 0.97325 0.82474 0.24925 0.96928 0.90404 0.13647 0.99079 23 0.83614 0.23303 0.97315 0.8242 0.25002 0.96909 0.90399 0.13654 0.99078 24 0.83575 0.23358 0.97302 0.82375 0.25065 0.96894 0.90396 0.13658 0.99078 25 0.83549 0.23395 0.97294 0.82331 0.25127 0.96878 0.90395 0.1366 0.99077 26 0.83534 0.23417 0.97289 0.82295 0.25179 0.96865 0.90392 0.13663 0.99077 27 0.83522 0.23434 0.97285 0.82267 0.25219 0.96855 0.9039 0.13667 0.99076 28 0.835 0.23465 0.97278 0.82241 0.25256 0.96846 0.90388 0.13669 0.99076 29 0.83483 0.23489 0.97272 0.82215 0.25292 0.96837 0.90387 0.13671 0.99076 30 0.83475 0.23501 0.97269 0.82196 0.2532 0.9683 0.90386 0.13673 0.99076 Dati(1,5).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.93069 0.087537 0.9952 0.88775 0.14177 0.9874 0.94105 0.074458 0.99652 2 0.92543 0.094184 0.99444 0.88138 0.14982 0.98593 0.93589 0.08097 0.99589 3 0.92951 0.089028 0.99503 0.90842 0.11566 0.99161 0.95359 0.058614 0.99785 4 0.92534 0.094289 0.99443 0.90226 0.12345 0.99045 0.96129 0.048886 0.9985 5 0.91616 0.10588 0.99297 0.89806 0.12874 0.98961 0.94976 0.063453 0.99748 6 0.91584 0.10629 0.99292 0.90291 0.12262 0.99057 0.95012 0.062998 0.99751 7 0.91552 0.1067 0.99286 0.90418 0.12101 0.99082 0.95599 0.055581 0.99806 8 0.91446 0.10804 0.99268 0.90306 0.12243 0.9906 0.95658 0.054844 0.99811 9 0.91324 0.10957 0.99247 0.90595 0.11878 0.99115 0.95467 0.057253 0.99794 10 0.91325 0.10956 0.99247 0.90857 0.11547 0.99164 0.95524 0.056533 0.998 11 0.91272 0.11023 0.99238 0.90864 0.11539 0.99165 0.95713 0.05414 0.99816 12 0.91251 0.1105 0.99235 0.91005 0.11361 0.99191 0.95695 0.054372 0.99815 13 0.91254 0.11046 0.99235 0.91045 0.1131 0.99198 0.95734 0.053884 0.99818 14 0.91254 0.11046 0.99235 0.91162 0.11162 0.99219 0.95787 0.053213 0.99822 15 0.91208 0.11104 0.99227 0.91244 0.11059 0.99233 0.95854 0.052361 0.99828 16 0.9122 0.11089 0.99229 0.91341 0.10936 0.9925 0.95847 0.052454 0.99828 17 0.91225 0.11083 0.9923 0.91334 0.10945 0.99249 0.95912 0.051631 0.99833 18 0.91221 0.11087 0.99229 0.91348 0.10927 0.99252 0.95958 0.051047 0.99837 19 0.91185 0.11133 0.99223 0.91468 0.10775 0.99272 0.95985 0.05071 0.99839 20 0.91207 0.11105 0.99227 0.91493 0.10744 0.99276 0.95987 0.050678 0.99839 21 0.91207 0.11105 0.99227 0.91491 0.10747 0.99276 0.96032 0.050118 0.99843 22 0.9119 0.11127 0.99224 0.91478 0.10763 0.99274 0.96072 0.049614 0.99846 23 0.91179 0.1114 0.99222 0.91576 0.10639 0.9929 0.96084 0.049455 0.99847 24 0.91193 0.11124 0.99224 0.91568 0.10649 0.99289 0.96092 0.049354 0.99847 25 0.91192 0.11124 0.99224 0.91559 0.10661 0.99288 0.96119 0.04901 0.99849 26 0.91163 0.11161 0.99219 0.91564 0.10655 0.99288 0.96151 0.04861 0.99852 27 0.91175 0.11146 0.99221 0.91622 0.10582 0.99298 0.96157 0.048541 0.99852 28 0.91179 0.11141 0.99222 0.91606 0.10602 0.99295 0.96169 0.048383 0.99853 29 0.9117 0.11152 0.9922 0.91593 0.10618 0.99293 0.96183 0.048202 0.99854 30 0.91148 0.1118 0.99216 0.91616 0.10589 0.99297 0.96205 0.047925 0.99856 Dati(1,6).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.95558 0.058505 0.99803 0.9595 0.053348 0.99836 0.97415 0.03405 0.99933 2 0.94518 0.072212 0.99699 0.94623 0.07082 0.99711 0.96786 0.04233 0.99897 3 0.92635 0.097007 0.99458 0.93078 0.091177 0.99521 0.96161 0.050564 0.99853 4 0.91483 0.11219 0.99275 0.91827 0.10766 0.99332 0.95661 0.057153 0.99812 5 0.90365 0.12691 0.99072 0.9067 0.12289 0.9913 0.95285 0.062102 0.99778 6 0.8979 0.13448 0.98958 0.89991 0.13184 0.98998 0.95109 0.064426 0.99761 7 0.89311 0.1408 0.98857 0.89384 0.13983 0.98873 0.94976 0.066172 0.99748 8 0.88912 0.14604 0.98771 0.88875 0.14654 0.98762 0.94879 0.067451 0.99738 9 0.88589 0.15031 0.98698 0.8844 0.15226 0.98664 0.94795 0.068562 0.99729 10 0.88383 0.15302 0.9865 0.88172 0.15579 0.98601 0.94766 0.068936 0.99726 11 0.88267 0.15455 0.98623 0.87951 0.15871 0.98548 0.94737 0.069324 0.99723 12 0.88146 0.15613 0.98595 0.8776 0.16122 0.98502 0.94716 0.069593 0.99721 13 0.88075 0.15708 0.98578 0.87611 0.16318 0.98465 0.94705 0.069745 0.9972 14 0.87997 0.1581 0.98559 0.87505 0.16458 0.98439 0.94701 0.069792 0.99719 15 0.87976 0.15838 0.98554 0.8743 0.16557 0.9842 0.94699 0.069823 0.99719 16 0.87932 0.15896 0.98544 0.87357 0.16653 0.98402 0.94696 0.069858 0.99719 17 0.87924 0.15907 0.98542 0.87303 0.16724 0.98388 0.94694 0.069893 0.99718 18 0.8789 0.15951 0.98533 0.87259 0.16782 0.98377 0.94693 0.069901 0.99718 19 0.87893 0.15947 0.98534 0.87234 0.16815 0.9837 0.94692 0.069911 0.99718 20 0.87871 0.15976 0.98529 0.87204 0.16855 0.98363 0.94692 0.06992 0.99718 21 0.87878 0.15967 0.98531 0.87186 0.16878 0.98358 0.94691 0.069923 0.99718 22 0.8786 0.15991 0.98526 0.87167 0.16904 0.98353 0.94691 0.069924 0.99718 23 0.87868 0.15979 0.98528 0.8716 0.16913 0.98351 0.94691 0.069923 0.99718 24 0.87854 0.15998 0.98525 0.87146 0.16931 0.98348 0.94691 0.069924 0.99718 25 0.87864 0.15985 0.98527 0.87142 0.16937 0.98347 0.94691 0.069925 0.99718 26 0.87852 0.16001 0.98524 0.87132 0.1695 0.98344 0.94691 0.069925 0.99718 27 0.87862 0.15988 0.98527 0.87131 0.1695 0.98344 0.94691 0.069925 0.99718 28 0.87851 0.16003 0.98524 0.87124 0.1696 0.98342 0.94691 0.069926 0.99718 29 0.8786 0.1599 0.98526 0.87124 0.16959 0.98342 0.94691 0.069926 0.99718 30 0.87851 0.16003 0.98524 0.87118 0.16967 0.98341 0.94691 0.069926 0.99718 Dati(1,7).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.95585 0.048847 0.99805 0.96268 0.041295 0.99861 0.97746 0.024944 0.99949 2 0.92462 0.083409 0.99432 0.93005 0.077402 0.99511 0.97064 0.032485 0.99914 3 0.89396 0.11733 0.98876 0.89753 0.11338 0.9895 0.96522 0.038485 0.99879 4 0.8626 0.15203 0.98112 0.86539 0.14894 0.98188 0.95738 0.047153 0.99818 5 0.83261 0.18522 0.97198 0.83285 0.18495 0.97206 0.95156 0.053593 0.99765 6 0.8092 0.21112 0.9636 0.80386 0.21703 0.96153 0.94645 0.059252 0.99713 7 0.79002 0.23233 0.95591 0.77624 0.24759 0.94993 0.94204 0.064129 0.99664 8 0.77165 0.25266 0.94786 0.74988 0.27676 0.93744 0.93844 0.06811 0.99621 9 0.7566 0.26932 0.94075 0.7255 0.30373 0.92465 0.93551 0.071357 0.99584 10 0.74481 0.28236 0.93488 0.70232 0.32937 0.91139 0.93291 0.074235 0.9955 11 0.73392 0.29441 0.9292 0.68048 0.35354 0.89791 0.93068 0.076703 0.99519 12 0.72446 0.30488 0.92408 0.66019 0.376 0.88453 0.92918 0.078364 0.99498 13 0.71723 0.31288 0.92004 0.64106 0.39716 0.87116 0.92784 0.079848 0.99479 14 0.71095 0.31983 0.91645 0.62316 0.41697 0.85799 0.92683 0.080959 0.99465 15 0.70521 0.32618 0.9131 0.60637 0.43555 0.84505 0.9261 0.081775 0.99454 16 0.70076 0.33111 0.91045 0.59059 0.45301 0.83238 0.92543 0.082511 0.99444 17 0.69708 0.33518 0.90824 0.57576 0.46942 0.82002 0.92496 0.083033 0.99437 18 0.69367 0.33895 0.90616 0.56188 0.48478 0.80805 0.92467 0.083352 0.99433 19 0.69088 0.34204 0.90444 0.54877 0.49928 0.79639 0.92438 0.083671 0.99428 20 0.68868 0.34447 0.90308 0.53645 0.51291 0.78512 0.9242 0.083867 0.99425 21 0.68665 0.34672 0.90181 0.52485 0.52575 0.77423 0.92406 0.084023 0.99423 22 0.68491 0.34865 0.90072 0.51398 0.53777 0.76379 0.92399 0.084099 0.99422 23 0.68357 0.35013 0.89987 0.50384 0.54899 0.75383 0.92399 0.084103 0.99422 24 0.6824 0.35142 0.89913 0.49435 0.55949 0.74432 0.92399 0.084109 0.99422 25 0.68134 0.35259 0.89845 0.48538 0.56942 0.73517 0.92396 0.084134 0.99422 26 0.68051 0.35352 0.89792 0.47691 0.57879 0.72638 0.92399 0.084107 0.99422 27 0.6798 0.35429 0.89747 0.46891 0.58764 0.71794 0.924 0.084096 0.99422 28 0.67915 0.35502 0.89705 0.46135 0.59601 0.70985 0.924 0.084092 0.99422 29 0.67861 0.35561 0.89671 0.45415 0.60397 0.70205 0.924 0.084094 0.99422 30 0.67818 0.35609 0.89643 0.44732 0.61153 0.69454 0.92398 0.084115 0.99422 Dati(1,8).t.pem.mod(p,n).Mpem_BIC 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 0.97304 0.036981 0.99927 2 0.26219 1.0122 0.45563 0.48036 0.71286 0.72997 0.97178 0.038711 0.9992 3 0.11881 1.2088 0.2235 0.37129 0.86249 0.60472 0.97325 0.036698 0.99928 4 0.11674 1.2117 0.21986 0.37186 0.8617 0.60544 0.9728 0.037312 0.99926 5 -0.00039729 1.3724 -0.00079473 0.36307 0.87376 0.59432 0.97069 0.040206 0.99914 6 -0.23558 1.695 -0.52665 0.31948 0.93357 0.53689 0.96978 0.041451 0.99909 7 -0.39178 1.9093 -0.93704 0.26734 1.0051 0.46321 0.97056 0.040383 0.99913 8 -0.53985 2.1124 -1.3711 0.24226 1.0395 0.42583 0.96994 0.041236 0.9991 9 -0.7762 2.4366 -2.1549 0.21334 1.0792 0.38116 0.96827 0.043525 0.99899 10 -1.0539 2.8176 -3.2184 0.16544 1.1449 0.30351 0.96761 0.04443 0.99895 11 -1.3277 3.1932 -4.4183 0.1193 1.2082 0.22437 0.96789 0.044053 0.99897 12 -1.6416 3.6239 -5.9781 0.081706 1.2597 0.15674 0.96752 0.044561 0.99894 13 -2.025 4.1498 -8.1506 0.038088 1.3196 0.074725 0.96641 0.046082 0.99887 14 -2.4564 4.7416 -10.9467 -0.013805 1.3908 -0.0278 0.96596 0.046693 0.99884 15 -2.9334 5.396 -14.4716 -0.06456 1.4604 -0.13329 0.96613 0.04647 0.99885 16 -3.4826 6.1493 -19.0934 -0.11432 1.5287 -0.24171 0.96565 0.047124 0.99882 17 -4.1164 7.0188 -25.1774 -0.16929 1.6041 -0.36724 0.96477 0.04833 0.99876 18 -4.8341 8.0034 -33.0365 -0.22867 1.6855 -0.50963 0.96442 0.048806 0.99873 19 -5.6478 9.1197 -43.1934 -0.28883 1.7681 -0.66108 0.96448 0.048732 0.99874 20 -6.5786 10.3966 -56.4356 -0.35107 1.8534 -0.82538 0.96417 0.049156 0.99872 21 -7.6412 11.8543 -73.6711 -0.41774 1.9449 -1.01 0.96349 0.050079 0.99867 22 -8.8495 13.5119 -96.0132 -0.4879 2.0412 -1.2139 0.9633 0.050343 0.99865 23 -10.2255 15.3995 -125.0116 -0.56047 2.1407 -1.4351 0.96339 0.05022 0.99866 24 -11.795 17.5526 -162.7131 -0.63649 2.245 -1.6781 0.96306 0.050681 0.99864 25 -13.584 20.0068 -211.6944 -0.71679 2.3552 -1.9474 0.96249 0.051456 0.99859 26 -15.6223 22.8029 -275.2997 -0.80093 2.4706 -2.2433 0.96219 0.051864 0.99857 27 -17.9458 25.9904 -357.943 -0.88878 2.5911 -2.5675 0.96214 0.051935 0.99857 28 -20.5954 29.6252 -465.3601 -0.98102 2.7176 -2.9245 0.96183 0.052357 0.99854 29 -23.6158 33.7687 -604.9384 -1.078 2.8507 -3.3181 0.96124 0.053178 0.9985 30 -27.0586 38.4916 -786.2838 -1.1796 2.9901 -3.7508 0.96086 0.05369 0.99847 Dati(1,9).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 -0.14471 5.4937 -0.31037 0.87958 0.57795 0.9855 0.90925 0.43555 0.99176 2 -1.3381 11.2212 -4.4668 0.80063 0.95681 0.96025 0.85965 0.6736 0.9803 3 -2.0244 14.5148 -8.147 0.75493 1.1762 0.93994 0.83238 0.80444 0.9719 4 -2.172 15.2233 -9.0617 0.73762 1.2592 0.93116 0.82311 0.84895 0.96871 5 -1.8379 13.6197 -7.0536 0.73981 1.2487 0.9323 0.8219 0.85475 0.96828 6 -1.1467 10.3024 -3.6082 0.75195 1.1905 0.93847 0.82563 0.83684 0.9696 7 -0.28134 6.1494 -0.64183 0.76431 1.1311 0.94445 0.83253 0.80373 0.97195 8 0.39201 2.9179 0.63035 0.76808 1.113 0.94621 0.83937 0.77091 0.9742 9 0.090314 4.3658 0.17247 0.76308 1.1371 0.94387 0.84427 0.74739 0.97575 10 -0.4664 7.0376 -1.1503 0.75391 1.1811 0.93944 0.8465 0.7367 0.97644 11 -0.80466 8.661 -2.2568 0.74692 1.2146 0.93595 0.84737 0.73249 0.97671 12 -0.86445 8.9479 -2.4762 0.74636 1.2173 0.93567 0.84732 0.73275 0.97669 13 -0.67286 8.0285 -1.7985 0.75055 1.1972 0.93778 0.84629 0.73771 0.97637 14 -0.30712 6.2732 -0.70856 0.75577 1.1721 0.94035 0.84479 0.74488 0.97591 15 0.10537 4.2936 0.19963 0.75885 1.1574 0.94184 0.84347 0.75123 0.9755 16 0.34395 3.1485 0.5696 0.75946 1.1544 0.94214 0.84272 0.75483 0.97526 17 0.23283 3.6819 0.41144 0.7575 1.1638 0.94119 0.84225 0.75709 0.97511 18 0.0024021 4.7877 0.0047984 0.75572 1.1723 0.94033 0.8421 0.75779 0.97507 19 -0.14862 5.5125 -0.31933 0.75525 1.1746 0.9401 0.84217 0.75748 0.97509 20 -0.16872 5.609 -0.36591 0.75598 1.1711 0.94045 0.84235 0.75662 0.97515 21 -0.070086 5.1356 -0.14508 0.75677 1.1673 0.94084 0.84256 0.75561 0.97521 22 0.098003 4.3289 0.1864 0.75682 1.1671 0.94086 0.84272 0.75484 0.97526 23 0.25621 3.5696 0.44677 0.75624 1.1698 0.94058 0.84282 0.75434 0.9753 24 0.31751 3.2754 0.53421 0.7558 1.172 0.94036 0.84288 0.75405 0.97531 25 0.26579 3.5236 0.46094 0.75548 1.1735 0.94021 0.84289 0.75399 0.97532 26 0.17578 3.9556 0.32067 0.7555 1.1734 0.94022 0.84287 0.75409 0.97531 27 0.11529 4.2459 0.21729 0.75547 1.1736 0.9402 0.84284 0.75427 0.9753 28 0.11039 4.2695 0.20859 0.75515 1.1751 0.94005 0.8428 0.75443 0.97529 29 0.15558 4.0526 0.28696 0.75456 1.1779 0.93976 0.84277 0.75457 0.97528 30 0.22543 3.7173 0.40005 0.75383 1.1814 0.9394 0.84275 0.75467 0.97527 Dati(1,10).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.95254 0.07155 0.99775 0.95235 0.071831 0.99773 0.97208 0.042088 0.99922 2 0.93497 0.098028 0.99577 0.93898 0.091985 0.99628 0.97038 0.044647 0.99912 3 0.92649 0.11081 0.9946 0.93233 0.102 0.99542 0.96917 0.046473 0.99905 4 0.9252 0.11276 0.9944 0.92847 0.10783 0.99488 0.96781 0.048525 0.99896 5 0.9276 0.10915 0.99476 0.93121 0.1037 0.99527 0.96795 0.048311 0.99897 6 0.92964 0.10607 0.99505 0.93577 0.096817 0.99588 0.96823 0.047896 0.99899 7 0.92944 0.10637 0.99502 0.93736 0.094422 0.99608 0.96818 0.047972 0.99899 8 0.92864 0.10758 0.99491 0.93734 0.094462 0.99607 0.96831 0.047773 0.999 9 0.92848 0.10781 0.99489 0.93531 0.097514 0.99582 0.96818 0.047961 0.99899 10 0.92854 0.10772 0.99489 0.93349 0.10026 0.99558 0.96814 0.048024 0.99899 11 0.9286 0.10763 0.9949 0.9334 0.10039 0.99557 0.96818 0.04797 0.99899 12 0.92867 0.10753 0.99491 0.93384 0.09974 0.99562 0.96818 0.047974 0.99899 13 0.92866 0.10754 0.99491 0.93447 0.098777 0.99571 0.96816 0.04799 0.99899 14 0.92863 0.10759 0.99491 0.93485 0.098211 0.99576 0.96815 0.04801 0.99899 15 0.92863 0.10759 0.99491 0.93468 0.09847 0.99573 0.96814 0.048022 0.99899 16 0.92864 0.10758 0.99491 0.93439 0.098909 0.99569 0.96815 0.04802 0.99899 17 0.92864 0.10758 0.99491 0.93416 0.099248 0.99567 0.96815 0.048018 0.99899 18 0.92864 0.10757 0.99491 0.9341 0.099339 0.99566 0.96814 0.048023 0.99899 19 0.92864 0.10757 0.99491 0.93424 0.099138 0.99567 0.96815 0.048008 0.99899 20 0.92864 0.10758 0.99491 0.93436 0.098953 0.99569 0.96815 0.048009 0.99899 21 0.92864 0.10758 0.99491 0.93441 0.098877 0.9957 0.96815 0.048009 0.99899 22 0.92864 0.10757 0.99491 0.93439 0.098903 0.9957 0.96815 0.048012 0.99899 23 0.92864 0.10758 0.99491 0.93433 0.098992 0.99569 0.96815 0.048009 0.99899 24 0.92864 0.10758 0.99491 0.93429 0.099058 0.99568 0.96815 0.048007 0.99899 25 0.92864 0.10758 0.99491 0.93429 0.09906 0.99568 0.96815 0.048006 0.99899 26 0.92864 0.10758 0.99491 0.93431 0.099027 0.99568 0.96815 0.048006 0.99899 27 0.92864 0.10758 0.99491 0.93434 0.098986 0.99569 0.96815 0.048006 0.99899 28 0.92864 0.10758 0.99491 0.93435 0.098971 0.99569 0.96815 0.048006 0.99899 29 0.92864 0.10758 0.99491 0.93434 0.098982 0.99569 0.96815 0.048007 0.99899 30 0.92864 0.10758 0.99491 0.93433 0.099 0.99569 0.96815 0.048006 0.99899 Dati(1,11).t.pem.mod(p,n).Mpem_BIC n=700 n=900 n=1300 fit rms cod fit rms cod fit rms cod 1 0.9097 0.071875 0.99185 0.82354 0.14046 0.96886 0.963 0.029449 0.99863 2 0.87614 0.098593 0.98466 0.77355 0.18025 0.94872 0.9479 0.041468 0.99729 3 0.88445 0.091976 0.98665 0.85297 0.11703 0.97838 0.95015 0.03968 0.99752 4 0.88671 0.090177 0.98717 0.91649 0.066476 0.99303 0.95177 0.038392 0.99767 5 0.86306 0.10901 0.98125 0.86753 0.10544 0.98245 0.94497 0.043805 0.99697 6 0.84832 0.12073 0.97699 0.84412 0.12408 0.9757 0.94282 0.045519 0.99673 7 0.8443 0.12394 0.97576 0.8759 0.098779 0.9846 0.94415 0.044459 0.99688 8 0.83751 0.12934 0.9736 0.89034 0.087291 0.98797 0.94356 0.044929 0.99681 9 0.82753 0.13728 0.97025 0.8713 0.10245 0.98344 0.94195 0.046208 0.99663 10 0.82201 0.14168 0.96832 0.86456 0.10781 0.98165 0.94153 0.046542 0.99658 11 0.81876 0.14427 0.96715 0.87662 0.098207 0.98478 0.94174 0.046373 0.99661 12 0.81473 0.14748 0.96567 0.87853 0.096686 0.98525 0.94166 0.046441 0.9966 13 0.811 0.15044 0.96428 0.87239 0.10157 0.98372 0.94152 0.046548 0.99658 14 0.80854 0.1524 0.96334 0.8708 0.10285 0.98331 0.9415 0.046567 0.99658 15 0.80648 0.15404 0.96255 0.875 0.099497 0.98438 0.94151 0.046559 0.99658 16 0.80424 0.15582 0.96168 0.87466 0.099772 0.98429 0.94149 0.046574 0.99658 17 0.80255 0.15717 0.96101 0.87263 0.10139 0.98378 0.94151 0.046554 0.99658 18 0.80123 0.15822 0.96049 0.87219 0.10173 0.98367 0.94148 0.046584 0.99657 19 0.8 0.1592 0.96 0.87351 0.10068 0.984 0.94146 0.046596 0.99657 20 0.79897 0.16002 0.95959 0.87314 0.10098 0.98391 0.94146 0.046598 0.99657 21 0.79826 0.16058 0.9593 0.87253 0.10146 0.98375 0.94149 0.046575 0.99658 22 0.79758 0.16113 0.95903 0.87242 0.10156 0.98372 0.94149 0.046573 0.99658 23 0.79697 0.16161 0.95878 0.87283 0.10123 0.98383 0.94149 0.046575 0.99658 24 0.79656 0.16194 0.95861 0.87267 0.10136 0.98379 0.94148 0.04658 0.99658 25 0.79626 0.16217 0.95849 0.87249 0.1015 0.98374 0.9415 0.046565 0.99658 26 0.79595 0.16243 0.95836 0.87248 0.10151 0.98374 0.94151 0.046554 0.99658 27 0.79571 0.16261 0.95827 0.87265 0.10137 0.98378 0.94152 0.046553 0.99658 28 0.79557 0.16272 0.95821 0.87261 0.1014 0.98377 0.9415 0.046562 0.99658 29 0.79544 0.16283 0.95816 0.87255 0.10145 0.98376 0.94151 0.046557 0.99658 30 0.79532 0.16292 0.95811 0.87258 0.10142 0.98376 0.94153 0.046539 0.99658