log2CPM: Compute log2(counts per mil reads) and library size for each...
In BatchQC: Batch Effects Quality Control Software
Description
Usage
Arguments
Value
Examples
Description
Compute log2(counts per mil reads) and library size for each sample
Usage
1
Arguments
qcounts
quantile normalized counts
lib.size
default is colsums(qcounts)
Value
list containing log2(quantile counts per mil reads) and library sizes
Examples
1
2
3
4
5
6
7
8
nbatch <- 3
ncond <- 2
npercond <- 10
data.matrix <- rnaseq_sim(ngenes=50, nbatch=nbatch, ncond=ncond, npercond=
npercond, basemean=10000, ggstep=50, bbstep=2000, ccstep=800,
basedisp=100, bdispstep=-10, swvar=1000, seed=1234)
data.matrix <- as.matrix(data.matrix)
log2CPM(data.matrix)
Example output
sh: 1: cannot create /dev/null: Permission denied
$y
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
[1,] 13.99545 13.91064 14.19065 14.02899 14.15043 13.99802 14.52134 14.15598
[2,] 14.09683 14.25733 13.89770 14.08199 14.34500 14.29178 14.14444 13.91328
[3,] 14.16756 13.91572 13.99159 14.09861 14.32078 14.25928 14.31306 14.18599
[4,] 14.36581 14.16346 14.15698 14.11774 14.05814 14.05906 14.33643 14.14122
[5,] 14.04629 13.99455 14.05667 14.32945 14.26925 14.28014 14.16298 14.24564
[6,] 14.09240 14.28794 14.49533 14.11802 14.29713 14.02792 13.99742 14.16178
[7,] 13.95807 14.11849 14.24175 13.89077 14.50083 14.00893 14.03520 14.20553
[8,] 14.28243 14.24270 14.21272 14.34079 13.79935 14.13792 14.02674 14.26683
[9,] 14.36533 13.89450 14.21643 13.96280 13.92861 14.19511 14.20659 14.06229
[10,] 14.39407 14.14470 14.30857 13.84061 14.16258 14.29082 14.21707 14.21553
[11,] 13.77292 14.16269 14.40418 14.23455 13.98080 14.22122 14.23611 14.18287
[12,] 14.34865 14.35864 14.13268 14.08808 14.31266 13.96400 14.05708 14.14583
[13,] 14.31727 14.09763 14.19091 14.43440 13.93173 14.15330 14.32751 14.31538
[14,] 14.28256 14.32152 14.22063 14.22537 14.34007 14.45809 14.22344 14.44956
[15,] 14.03457 14.21722 14.39089 14.29249 14.07335 14.24750 14.48962 14.08923
[16,] 14.12369 14.31256 14.26094 14.16585 14.02417 14.24837 14.03830 14.16756
[17,] 14.18364 14.24392 14.33716 14.27250 14.34101 14.12632 14.23933 14.14834
[18,] 14.34601 14.21997 14.40542 13.81478 14.26443 14.31990 14.30756 14.44083
[19,] 14.40414 14.28008 14.39992 14.42926 14.42407 14.25978 14.09220 14.13505
[20,] 14.38335 14.09369 14.47123 14.36286 14.29858 14.42322 14.23804 14.23807
[21,] 14.05322 14.27530 13.98950 14.23677 14.24310 14.08089 14.51849 14.30355
[22,] 14.53313 14.32766 14.30233 14.18871 14.13195 14.26520 14.24087 14.05459
[23,] 14.27325 14.19573 14.34010 14.37572 14.27909 14.18043 14.54606 14.15431
[24,] 14.17136 14.11795 14.37083 14.21613 14.13019 14.12333 14.03786 14.53606
[25,] 14.29543 14.35320 14.36324 14.31369 14.29664 14.36067 14.13453 14.22454
[26,] 14.17596 14.65484 14.13079 14.29249 14.38028 14.31361 14.29031 14.28708
[27,] 14.12551 14.37897 14.05867 14.08577 14.38553 14.11925 14.39479 14.48085
[28,] 14.28557 14.29493 14.38033 14.29475 14.24297 14.27391 14.40513 14.09169
[29,] 14.09540 14.25198 14.16983 14.43360 14.38154 14.32923 14.23650 14.46563
[30,] 14.37466 14.30506 14.31204 14.22458 14.30112 14.61290 14.26113 14.27998
[31,] 14.40437 14.37618 14.33210 14.26765 14.24573 14.31134 14.48161 14.53787
[32,] 14.13749 14.37024 14.02989 14.55471 14.22895 14.27575 14.19100 14.13814
[33,] 14.17109 14.30858 14.32276 14.28594 14.42640 14.35629 14.31757 14.14416
[34,] 14.35606 14.43271 14.35108 14.43951 14.29385 14.16284 14.42807 14.64782
[35,] 14.14923 14.27925 14.41591 14.14193 14.49282 14.46035 14.23650 14.30904
[36,] 14.47261 14.56329 14.41279 14.40611 14.38496 14.32558 14.37388 14.32785
[37,] 14.34457 14.22643 14.50351 14.28303 14.42684 14.29938 14.34158 14.22083
[38,] 14.39070 14.36079 14.34057 14.37501 14.25798 14.30358 14.49501 14.43821
[39,] 14.38545 14.32974 14.47112 14.26509 14.25411 14.43245 14.36119 14.46036
[40,] 14.21487 14.33101 14.19234 14.57758 14.32411 14.41614 14.28372 14.18938
[41,] 14.40425 14.44171 14.12658 14.38976 14.66173 14.32380 14.28919 14.46529
[42,] 14.42952 14.34409 14.36808 14.33653 14.45588 14.62283 14.30609 14.11468
[43,] 14.58105 14.27254 14.15618 14.48541 14.40398 14.37670 14.41494 14.24967
[44,] 14.48803 14.29138 14.20848 14.28063 14.22259 14.15595 14.32509 14.41027
[45,] 14.46334 14.52298 14.45919 14.19114 14.49630 14.38522 14.35278 14.31996
[46,] 14.38077 14.24429 14.48720 14.34830 14.48869 14.40490 14.32715 14.49483
[47,] 14.36035 14.18391 14.31145 14.54293 13.91716 14.35559 13.99605 14.61273
[48,] 14.44328 14.58472 14.47924 14.84494 14.29737 14.46249 14.56432 14.41155
[49,] 14.54395 14.47975 14.40810 14.61944 14.49440 14.68118 14.31988 14.33850
[50,] 14.44092 14.59609 14.24463 14.31468 14.50041 14.23172 14.33438 14.37454
[,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
[1,] 14.04547 14.22709 14.15924 14.15639 14.25140 14.43483 14.22963 14.22765
[2,] 14.17109 13.90813 14.02659 14.37491 14.13686 13.93918 13.96763 14.24366
[3,] 14.16094 14.32235 14.35372 14.16675 14.17180 14.03824 14.12891 14.08901
[4,] 13.96352 14.18262 14.16378 14.34931 13.94595 14.04415 14.28466 13.86062
[5,] 14.05489 14.01455 14.43107 14.46732 14.19623 14.28515 14.12597 14.08664
[6,] 13.98907 14.05280 14.48620 14.02953 14.16066 14.00638 14.21226 14.12130
[7,] 14.26465 14.11482 14.21478 14.26848 14.09901 14.29825 13.88098 14.31649
[8,] 14.16266 14.35763 14.28973 14.38404 14.56890 14.11097 14.35468 14.07710
[9,] 13.98952 14.37871 14.37809 14.14737 14.24793 13.96590 14.20900 14.11966
[10,] 13.95500 14.11278 13.95358 14.24223 13.93191 14.19816 14.17243 14.18247
[11,] 14.20497 14.19942 14.16855 14.11021 14.29819 14.23057 14.25992 14.41938
[12,] 14.20715 14.12711 14.37625 14.07737 14.45895 14.26089 14.17885 14.48776
[13,] 14.38617 14.26619 13.86589 14.32747 14.02640 14.16265 13.97646 14.14135
[14,] 14.15444 14.14044 14.02452 14.34324 13.99200 14.21636 14.07306 14.17657
[15,] 14.14284 14.10022 14.18808 14.26479 14.27282 14.14075 14.23201 13.95274
[16,] 14.44395 14.15407 14.20260 14.18196 14.33252 14.33390 14.22820 14.42614
[17,] 14.34299 14.28128 14.15647 14.22654 14.29505 14.25244 14.13972 14.15074
[18,] 14.37664 14.14897 14.17317 14.36539 14.15314 14.21529 14.30039 14.18899
[19,] 14.15005 14.33886 14.26182 14.12773 14.05736 14.53794 14.22343 14.28102
[20,] 14.26157 14.15082 13.87820 14.28113 14.26313 14.17495 14.28763 14.11979
[21,] 14.29148 14.11264 14.19548 14.08102 14.33242 14.21422 14.41844 14.38809
[22,] 14.22282 14.36486 14.29686 13.78644 14.31783 14.19381 14.13896 14.16986
[23,] 14.16622 14.37968 14.32197 14.20411 14.22378 14.28367 14.24562 14.29524
[24,] 14.07959 14.36791 14.11896 14.43520 14.31926 14.21957 14.08272 14.44817
[25,] 14.37561 14.22696 14.31168 14.33928 14.20912 14.18362 14.30243 14.20954
[26,] 14.34834 14.16323 14.22518 14.21414 13.77408 14.35405 14.49959 14.11679
[27,] 14.27104 14.17915 14.23203 14.34177 14.40446 14.23081 14.38515 14.23359
[28,] 14.36497 14.05250 14.25298 14.32165 14.16972 14.10121 14.51803 14.51054
[29,] 14.44352 14.33699 14.32804 14.26836 14.19383 14.27810 14.17540 14.31685
[30,] 14.08602 14.08147 14.36142 14.43795 14.47555 14.59233 14.17676 14.25713
[31,] 14.14163 14.19049 14.37136 14.31844 14.22249 14.39269 14.20332 13.99758
[32,] 14.33480 14.25028 14.32231 14.13609 14.46523 14.57052 14.37550 14.47927
[33,] 14.45046 14.42407 14.37288 14.36817 14.40964 14.23163 14.28477 14.67209
[34,] 14.29931 14.36376 14.06088 14.02279 14.26118 14.30800 14.28213 14.45468
[35,] 14.56784 14.44571 14.24111 14.31419 14.07950 14.28934 14.45882 14.28699
[36,] 14.34112 14.26226 14.33977 14.11669 14.43395 14.40214 14.36393 13.99326
[37,] 14.40907 14.20147 14.45078 14.39964 14.59014 14.34210 14.23936 14.31219
[38,] 14.38798 14.69636 14.52654 14.21031 14.59860 14.30330 14.32634 14.31565
[39,] 14.21736 14.37241 14.33051 14.39801 14.24620 14.50198 14.26422 14.41070
[40,] 14.67026 14.59309 14.35086 14.50652 14.39289 14.60602 14.20198 14.28285
[41,] 14.46874 14.37568 14.09293 14.43995 14.31087 14.61679 14.49335 14.41938
[42,] 14.42986 14.21671 14.27944 14.41967 14.49508 14.30386 14.57604 14.40096
[43,] 14.36313 14.49363 14.53055 14.11722 14.42691 13.98726 14.42501 14.52938
[44,] 14.49720 14.52991 14.55126 14.18461 14.18998 14.44908 14.55424 14.30476
[45,] 14.51594 14.41525 14.43659 14.40807 14.57546 14.30778 14.42989 14.44675
[46,] 14.25055 14.43470 14.51673 14.41678 14.38807 14.38223 14.46703 14.12959
[47,] 14.50639 14.14443 14.44427 14.33793 14.25716 14.41578 14.37625 14.51626
[48,] 14.29064 14.50929 14.52625 14.37943 14.47050 14.49836 14.58425 14.26048
[49,] 14.27434 14.51645 14.53697 14.52424 14.43069 14.35221 14.38494 14.57203
[50,] 14.43074 14.61482 14.24207 14.64773 14.33001 14.15869 14.27822 14.47072
[,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
[1,] 14.25798 14.11244 13.99719 14.22507 13.83471 14.09099 13.96786 14.10340
[2,] 14.19660 14.30696 14.19419 14.37165 14.25564 14.29133 14.28842 14.02996
[3,] 14.20375 14.27604 14.19864 14.02922 14.06127 14.14500 14.02196 14.10186
[4,] 14.09144 14.23708 13.83323 14.12461 14.38284 14.06613 14.17695 14.32810
[5,] 14.30864 14.36723 14.08859 14.26644 13.90294 14.37590 14.14461 13.99345
[6,] 13.93920 14.04603 14.03494 13.98531 14.10475 14.18739 14.40585 14.35812
[7,] 14.03321 13.85123 14.00581 14.11478 13.98693 14.18435 14.16890 14.21008
[8,] 14.04617 14.17655 14.29075 14.23035 14.19424 14.13290 14.15081 14.17690
[9,] 14.34882 14.47323 14.09429 13.94849 14.17680 13.86150 14.13697 14.17948
[10,] 14.26602 14.05126 14.33480 13.91981 14.21698 14.45579 14.15104 14.04448
[11,] 14.10863 14.27838 14.21298 14.38376 13.91439 14.26029 14.25905 13.98691
[12,] 14.37747 14.07888 14.26403 14.20996 13.92763 14.27424 14.49618 13.91498
[13,] 14.24416 13.94054 14.23501 14.39631 14.29423 14.17541 14.11595 14.16354
[14,] 14.02877 14.22423 14.14824 14.20131 14.19848 14.46625 14.21831 14.45913
[15,] 14.13829 13.93653 14.07321 14.16842 14.54936 14.44085 14.30268 14.31526
[16,] 14.30647 14.50095 14.12612 14.17316 14.41121 14.29752 14.02361 14.02434
[17,] 14.38226 14.29692 14.47273 14.23406 14.14811 13.91632 14.12905 14.08251
[18,] 14.32921 14.17024 14.30318 14.14433 14.25917 14.45531 14.29255 13.83670
[19,] 14.30784 14.00124 14.35351 14.19813 14.46262 14.24531 14.00578 14.39598
[20,] 14.20449 14.32343 14.37002 14.15207 14.37330 14.12657 14.39298 14.07551
[21,] 14.04562 14.24395 14.28589 14.11647 14.26642 13.94360 14.56944 14.22640
[22,] 14.31173 14.37910 14.46824 14.52779 14.32468 14.44203 14.53766 14.03953
[23,] 14.33753 14.59185 14.30753 14.37837 14.15433 14.17730 14.29287 14.09806
[24,] 14.13158 14.31328 14.19790 14.31153 14.53026 14.23821 14.27199 14.40023
[25,] 14.57012 14.42952 14.20073 14.33166 14.57053 14.28347 14.43087 14.35345
[26,] 14.23516 14.21518 14.29179 14.13169 14.43175 14.30993 14.25536 14.47406
[27,] 14.26425 13.88152 14.44058 14.10423 14.18166 14.44262 14.21541 14.24779
[28,] 14.34926 14.15983 14.23116 14.06015 14.10320 14.29046 14.29224 13.96451
[29,] 14.36674 14.23913 14.11559 14.30688 14.46910 14.49574 13.97816 14.58350
[30,] 14.33067 14.41871 14.32930 14.33166 14.24629 14.31358 14.32012 14.48165
[31,] 14.17177 14.35159 14.25197 14.12899 14.13908 14.28838 14.01004 14.14558
[32,] 14.45179 14.51735 14.47731 14.14369 14.35990 14.47796 14.11643 14.26209
[33,] 14.44961 14.28295 14.37777 14.37696 14.15272 14.14308 14.05639 14.48612
[34,] 14.11623 14.34331 14.24733 14.42852 14.40272 14.28817 14.51824 14.42083
[35,] 14.34201 14.42381 14.47598 14.17316 14.46947 14.38205 14.39653 14.50992
[36,] 14.28348 14.34286 14.44869 14.34644 14.13757 14.50197 14.31741 14.36011
[37,] 14.22295 14.27674 14.25150 14.45767 14.22674 14.08421 14.31450 14.35683
[38,] 14.41824 14.47272 14.24184 14.31085 14.34899 14.35324 14.34257 14.49735
[39,] 14.33832 14.07712 14.28415 14.18397 14.50434 14.29698 14.60770 14.34395
[40,] 14.29126 14.41465 14.40717 14.51712 14.18143 14.27005 14.35650 14.51019
[41,] 14.18055 13.97440 14.48369 14.57629 14.32274 14.12107 14.68414 14.47397
[42,] 14.19956 14.31133 14.49095 14.44162 14.23535 14.54278 14.21462 14.36477
[43,] 14.60381 14.06071 14.34463 14.49216 14.48665 14.27556 14.16856 14.29973
[44,] 14.31800 14.57236 14.25707 14.33178 14.56102 14.34571 14.54309 14.36585
[45,] 14.40449 14.38041 14.54758 14.02052 14.41860 14.42526 14.26693 14.27783
[46,] 14.41919 14.55513 14.45540 14.67388 14.37734 14.45102 14.43921 14.63041
[47,] 14.25323 14.68650 14.50327 14.46288 14.17691 14.33982 14.55364 14.50095
[48,] 14.50659 14.34219 14.41547 14.72392 14.43497 14.30347 14.37421 14.22444
[49,] 14.38769 14.52261 14.40333 14.42360 14.59902 14.29730 14.23954 14.28819
[50,] 14.59942 14.32366 14.11742 14.52095 14.34083 14.41560 14.32891 14.73359
[,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32]
[1,] 14.44767 14.44921 14.06162 13.70225 14.17826 13.79514 14.29249 14.15916
[2,] 14.51522 14.19766 14.05343 14.42936 14.00847 14.18888 14.34897 14.17624
[3,] 14.26962 14.13298 14.22691 13.93876 14.20057 14.19673 14.17983 14.40624
[4,] 14.01497 14.25742 14.14617 13.80539 13.79443 13.79883 14.14490 14.36803
[5,] 13.85871 14.12560 14.08971 14.13156 14.34070 14.09838 14.24102 14.01232
[6,] 14.01458 13.97545 14.30610 14.03490 14.14825 14.44819 13.90362 14.18830
[7,] 14.47092 14.15732 14.15861 14.17904 14.04662 14.37049 14.24456 13.98604
[8,] 14.05407 14.23461 14.24557 14.27748 14.02100 13.77685 14.07856 14.18819
[9,] 14.50017 14.34405 14.35492 14.12479 14.29749 14.37436 14.07362 14.12338
[10,] 14.50607 14.13898 14.05081 13.99329 14.30306 14.33007 14.35106 13.92094
[11,] 14.46875 14.00284 14.28302 14.40294 13.93440 14.20665 14.16576 14.17948
[12,] 14.33706 13.86038 14.38116 14.18186 14.32879 14.28785 14.19830 14.01269
[13,] 14.15231 14.24805 13.98989 14.36734 14.18187 14.38195 14.03364 13.89200
[14,] 14.01044 14.28065 14.04079 14.48845 14.26331 14.20298 14.47237 14.54944
[15,] 13.94350 14.13372 14.25318 14.06951 14.34143 13.97963 14.14123 14.20451
[16,] 14.44115 14.29301 14.49587 14.29923 13.97922 14.12319 14.23661 14.49248
[17,] 14.23711 14.26382 14.26042 14.15493 14.27054 14.45091 14.22829 14.30554
[18,] 14.09667 14.12375 14.33015 14.29663 14.34714 14.42058 14.13269 14.14972
[19,] 14.18734 14.21214 14.30766 14.37810 14.40025 14.34145 14.18464 14.11337
[20,] 14.32253 14.13175 14.28567 14.26828 14.37139 14.34397 14.31214 14.17991
[21,] 14.09459 14.19178 14.19497 14.30854 14.33476 14.11066 14.33767 14.56926
[22,] 14.12338 14.35113 13.93145 14.26679 14.20515 14.26392 14.27445 14.50166
[23,] 14.31364 14.34320 14.40303 13.97131 14.25416 14.39595 14.50251 14.20239
[24,] 14.23567 14.29103 14.31817 13.93823 14.18581 14.21915 14.39891 14.15368
[25,] 14.44172 14.35902 14.00285 14.04830 14.43635 14.29977 13.89981 14.06338
[26,] 14.44096 14.34436 14.31194 14.19296 14.13438 14.22694 14.39332 14.51548
[27,] 14.12326 14.36018 14.29022 14.36724 14.25239 14.36354 14.16247 14.27082
[28,] 14.26235 14.48878 14.19621 14.37071 14.31752 14.37752 14.33697 14.09918
[29,] 14.25471 14.42316 14.28217 14.45604 14.19839 14.23361 14.37846 14.13400
[30,] 14.33200 14.25708 14.19452 14.25667 14.33841 14.45970 14.06224 14.32683
[31,] 14.33106 14.07858 14.50464 14.15687 14.39073 14.15416 14.02893 14.35385
[32,] 14.36448 14.20363 14.43302 14.34439 14.35035 14.35334 14.16553 14.27072
[33,] 14.34356 14.11458 14.33630 14.28756 14.50613 14.09562 14.19797 14.48491
[34,] 14.44336 14.17947 14.40273 14.44520 14.52796 14.46509 14.44792 14.21202
[35,] 14.08786 14.48417 14.13632 14.19586 14.41129 14.24447 14.34218 14.39178
[36,] 14.27113 14.33927 14.35168 14.48763 14.15122 14.28974 14.32567 14.52128
[37,] 14.20669 14.42737 14.18227 14.34127 14.39253 14.21992 14.65543 14.53770
[38,] 14.18332 14.53744 14.38453 14.36447 14.44886 14.41636 14.31806 14.02739
[39,] 14.32899 14.43336 14.67898 14.58960 14.68165 14.47629 14.42268 14.48508
[40,] 14.25231 14.11383 14.28567 14.32668 14.29792 14.33027 14.30024 14.16789
[41,] 14.23932 14.24873 14.26064 14.30223 14.39554 14.35674 14.08204 14.54451
[42,] 14.26181 14.23964 14.33630 14.37623 14.52191 14.34881 14.86752 14.46504
[43,] 14.17040 14.34299 14.47974 14.64284 14.15465 14.39819 14.34947 14.31264
[44,] 14.51404 14.73375 14.32861 14.71923 14.26375 14.41646 14.33325 14.30277
[45,] 14.16284 14.44724 14.41539 14.19196 14.37129 14.27202 14.50018 14.36110
[46,] 14.35880 14.48312 14.44541 14.42165 14.34455 14.43307 14.29931 14.29323
[47,] 14.54298 14.41813 14.13656 14.30296 14.38892 14.52101 14.33747 14.52935
[48,] 14.53616 14.45747 14.41160 14.51872 14.23972 14.34145 14.34738 14.38066
[49,] 14.52124 14.41702 14.79251 14.41449 14.15074 14.27763 14.20735 14.34204
[50,] 14.31017 14.27810 14.15269 14.55246 14.52228 14.44339 14.59160 14.40384
[,33] [,34] [,35] [,36] [,37] [,38] [,39] [,40]
[1,] 14.32025 14.13070 14.12317 14.21461 14.08478 14.05144 14.22227 14.02326
[2,] 13.97712 14.17287 14.16433 14.42517 14.32537 14.25862 13.96319 14.10877
[3,] 14.01961 14.17478 14.06689 14.16651 14.16980 13.84405 14.10630 14.32098
[4,] 14.15736 14.22744 14.17004 14.17976 14.00625 13.93950 14.25602 14.36645
[5,] 14.22775 14.21114 14.20288 14.16543 14.29374 14.34706 14.34566 14.23830
[6,] 14.25905 14.25740 14.06006 14.02293 14.12382 14.14301 14.18025 14.12288
[7,] 14.44122 14.29283 13.90579 14.24137 14.20831 14.26624 14.35523 14.37712
[8,] 14.18663 14.15970 14.38156 13.97369 14.29394 14.43039 14.09002 14.26481
[9,] 14.17244 14.08410 14.25297 13.95464 14.23950 14.25285 14.26517 14.26379
[10,] 14.23968 14.21993 14.33312 14.25832 14.21685 14.33380 14.38909 13.96773
[11,] 14.21706 14.09031 14.19424 14.11361 14.32864 14.16127 14.06465 14.22454
[12,] 14.24748 14.13048 14.17230 14.15511 14.28169 14.19744 14.20120 14.04614
[13,] 14.39956 14.13530 14.23263 14.19936 14.30940 14.13470 14.05222 14.17908
[14,] 14.15758 13.81123 14.39955 14.34320 14.36309 14.31086 14.52361 14.02629
[15,] 13.85795 13.84999 14.36277 14.42127 14.14252 14.15453 14.33701 14.34835
[16,] 14.21500 14.29313 14.10236 14.10121 14.11883 14.23209 14.00473 14.31077
[17,] 14.49027 14.29391 14.45892 14.11563 13.94341 14.19755 14.07438 14.18538
[18,] 14.11956 14.53995 14.24646 14.31468 14.26251 14.01855 14.21134 13.84733
[19,] 14.32543 14.47161 14.22737 14.28149 14.47102 14.21611 13.80757 14.27218
[20,] 14.49427 14.16346 14.05588 13.97270 14.47015 14.35286 14.40215 14.10247
[21,] 14.19230 14.32234 14.32812 14.09520 14.02284 14.48000 14.36473 14.38838
[22,] 14.37092 14.33306 14.33043 14.44270 14.18707 14.25810 14.35649 14.55199
[23,] 14.39810 14.30766 14.15838 14.36137 14.23838 14.48440 14.44073 14.39861
[24,] 14.02575 14.40685 14.04864 14.00972 14.29059 14.27879 14.21220 14.40198
[25,] 14.16219 14.35398 14.40221 14.46399 14.25444 14.29123 14.35970 14.19608
[26,] 14.10637 14.22210 14.03584 14.42245 14.35915 14.24325 14.09912 14.27789
[27,] 14.30587 14.14239 14.30960 14.30684 14.28535 14.36400 14.21628 14.16331
[28,] 14.14776 14.07009 14.34584 14.30920 14.45492 13.97893 14.27878 14.39880
[29,] 14.41700 14.41507 14.34565 14.48418 14.46954 14.48475 13.99227 14.14825
[30,] 14.21148 14.49139 14.14302 14.54380 14.38090 14.43753 14.04330 14.32630
[31,] 14.20765 14.21176 13.92707 14.65349 14.35425 14.33310 14.50408 14.32924
[32,] 14.32686 14.26681 14.00435 14.37492 14.24297 14.38429 14.51780 14.40626
[33,] 14.51833 14.28920 14.05483 14.51867 14.28644 14.18978 14.21295 14.27840
[34,] 14.23541 14.36363 14.31369 14.34253 14.30599 14.00063 14.40948 14.46631
[35,] 14.16283 14.30377 14.45892 14.46847 14.33783 14.30671 14.56207 14.47050
[36,] 14.36246 14.20396 14.32039 14.21639 14.25009 14.38525 14.18573 14.25668
[37,] 14.34642 14.24336 14.59327 14.10053 14.41540 14.40752 14.06262 14.59451
[38,] 14.21097 14.22744 14.33744 14.37070 14.16033 14.62416 14.51736 14.19511
[39,] 14.59629 14.25860 14.51459 14.09122 14.18484 14.08159 14.46104 14.59622
[40,] 14.46582 14.35210 14.56926 14.22525 14.31445 14.47208 14.31105 14.05827
[41,] 14.51111 14.20052 14.53226 13.91307 14.38423 14.49314 14.11208 14.41775
[42,] 14.32677 14.53813 14.49790 14.38630 14.53302 14.12921 14.44467 14.22041
[43,] 14.24364 14.61967 14.44965 14.47923 14.24521 14.10972 14.33286 14.42071
[44,] 14.43671 14.68896 14.22861 14.43067 14.27143 14.36468 14.32999 14.50541
[45,] 14.50369 14.60584 14.50925 14.17181 14.39362 14.32643 14.70807 14.38167
[46,] 14.38522 14.43146 14.50414 14.32547 14.42208 14.72295 14.44302 14.46614
[47,] 14.51933 14.26571 14.23879 14.69128 14.44237 14.39281 14.44100 14.17318
[48,] 14.52817 14.13552 14.60731 14.35625 14.38497 14.12612 14.36589 14.26142
[49,] 14.13089 14.37756 14.11235 14.41828 14.36759 14.43410 14.27127 14.39824
[50,] 14.05628 14.51957 14.50098 14.23539 14.22884 14.43799 14.41854 14.20145
[,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48]
[1,] 14.35676 14.15016 14.36749 14.09398 14.15227 14.19875 13.98233 14.24773
[2,] 14.07757 14.09426 14.26234 14.40605 14.19960 14.31945 14.08728 14.07816
[3,] 14.41576 14.06665 13.98786 14.16651 14.03598 14.51964 14.16385 14.18967
[4,] 14.04902 14.25613 13.94804 14.18214 13.97067 14.01049 14.42114 14.11901
[5,] 14.11007 14.06176 14.19093 14.14232 14.36062 13.98788 14.22230 14.27267
[6,] 14.11621 14.10380 13.91090 14.07896 14.20131 14.17603 13.98120 14.41582
[7,] 14.24729 14.12706 14.32513 14.21428 14.13439 14.06820 14.02064 14.18879
[8,] 14.25410 14.23836 14.08683 14.29374 14.34876 14.02200 14.04574 14.18220
[9,] 14.16100 14.23723 14.30497 14.03394 14.12951 14.03385 14.25800 13.91722
[10,] 14.20757 14.13750 14.13594 14.43670 13.94370 14.36630 13.88393 14.28943
[11,] 13.99468 14.38585 14.24137 14.31480 14.28383 13.88066 14.17303 14.11364
[12,] 14.56486 14.21022 14.10177 14.18433 13.96610 14.48584 14.23684 14.08682
[13,] 14.40271 14.20282 14.36534 14.10275 14.25505 14.09901 14.21575 14.06121
[14,] 14.28603 14.22160 14.10554 14.18642 14.17294 14.52883 14.48767 14.67222
[15,] 14.19563 14.16232 14.33881 14.57924 14.14430 14.09859 14.41997 14.45658
[16,] 14.09633 14.43110 14.23402 14.23018 14.39613 14.35875 14.47093 14.18229
[17,] 14.31998 14.21702 14.26792 14.33377 14.24551 14.20062 14.34585 14.25741
[18,] 14.50653 14.28712 14.05024 14.10190 13.95331 14.30270 14.49500 14.09124
[19,] 14.47957 14.20609 14.13520 14.14079 14.35364 14.22779 14.32174 14.16294
[20,] 14.47213 14.29239 14.48313 14.17455 14.42225 14.38459 14.24850 14.28466
[21,] 14.09907 14.24052 14.23304 14.38507 14.44824 14.35936 14.14946 14.39215
[22,] 14.21593 14.43011 14.19407 14.38620 14.21180 14.13042 14.20771 14.22111
[23,] 14.12821 14.19585 13.94167 14.31989 14.23322 14.18470 14.26389 14.23439
[24,] 14.28030 14.26429 14.38662 14.23403 14.47604 14.56166 14.28696 14.36165
[25,] 14.29202 14.39271 14.23304 14.37377 14.02937 14.21119 14.39042 14.54535
[26,] 14.19415 14.16241 14.49973 14.16691 14.56980 14.42848 14.33611 14.23904
[27,] 14.24006 14.33474 14.48585 14.22041 14.21434 14.34742 14.37718 14.15261
[28,] 14.34378 14.36298 14.30861 14.17274 14.22297 14.21704 14.32970 14.23619
[29,] 14.20748 14.09218 14.34592 14.66148 14.32683 14.46405 14.42080 14.31448
[30,] 14.22376 14.18075 14.48073 14.18005 14.36215 14.15832 14.23646 13.88910
[31,] 14.17453 14.28357 14.50022 14.11804 14.25349 14.23683 14.06783 14.53527
[32,] 14.16352 14.60447 14.51259 14.61387 14.23813 14.41041 14.28134 14.24339
[33,] 14.38350 14.30960 14.14955 14.29374 14.56884 14.40709 14.41611 14.39027
[34,] 14.55432 14.49434 14.09713 14.35276 14.31241 14.20738 14.24765 14.28475
[35,] 14.20699 14.38975 14.16694 14.38940 14.47525 14.27449 14.09065 14.41044
[36,] 14.25108 14.11840 14.24976 14.02162 14.23933 14.30526 14.14023 14.36191
[37,] 14.54184 14.18437 14.58133 14.13894 14.55331 14.30654 14.45989 14.51592
[38,] 14.08916 14.14294 14.17403 14.41575 14.26752 14.18142 14.41711 14.16773
[39,] 14.10840 14.47514 13.92777 14.46664 14.37213 14.35451 14.51342 14.05131
[40,] 14.36902 14.41911 14.55017 14.20174 14.44999 14.16034 14.24642 14.34589
[41,] 14.64170 14.57123 14.26523 14.03570 14.46414 14.56769 14.29173 14.15573
[42,] 14.25042 14.30880 14.36561 14.54624 14.24062 14.41541 14.21942 14.32183
[43,] 14.28613 14.43135 14.40524 14.33180 14.35918 14.26210 14.19160 14.18722
[44,] 14.17842 14.62793 14.51922 14.65761 14.22745 14.52122 14.36713 14.73729
[45,] 14.40160 14.03362 14.10403 14.48267 14.28884 14.16398 14.45556 14.22331
[46,] 14.47099 14.23562 14.45237 14.35991 14.34473 14.13433 14.51923 14.25403
[47,] 14.46072 14.30628 14.39701 14.12407 14.38430 14.40350 14.54927 14.47650
[48,] 14.14948 14.37878 14.37651 14.32540 14.54549 14.50156 14.44366 14.42026
[49,] 14.22954 14.40568 14.48923 14.31970 14.32579 14.34636 14.24358 14.54381
[50,] 14.52010 14.54323 14.58741 14.23287 14.28759 14.43727 14.33220 14.38676
[,49] [,50] [,51] [,52] [,53] [,54] [,55] [,56]
[1,] 14.19565 14.25894 14.50541 14.05639 14.04357 14.25315 14.27965 13.98009
[2,] 14.32377 14.18012 14.10621 13.88704 14.15536 14.04106 14.43929 14.30781
[3,] 14.30438 14.00571 14.09521 13.96865 13.86021 14.60838 14.27297 14.26584
[4,] 14.15353 14.25344 14.25615 14.24524 14.30513 14.17812 13.97616 14.38522
[5,] 13.90648 14.10764 14.18929 13.89377 14.19405 14.26837 14.21674 14.33416
[6,] 14.31416 14.26655 14.30884 14.25321 13.99146 14.01702 14.45794 14.18550
[7,] 14.24817 14.23944 14.72704 14.42509 14.10592 14.38518 14.10755 14.08449
[8,] 14.37858 13.75675 14.11365 14.28515 14.24747 14.38060 14.37179 14.21370
[9,] 14.07849 14.08030 14.30823 14.33085 14.14401 14.37419 14.52294 14.14673
[10,] 14.13548 14.37454 14.13216 14.22615 14.17621 14.11166 14.17633 14.08922
[11,] 14.36709 14.14519 14.31351 14.27737 14.06639 14.16276 13.96606 14.19066
[12,] 14.07203 14.18552 14.27026 14.12752 13.96249 14.31430 14.07153 14.26682
[13,] 14.33251 14.12419 14.25579 14.30357 14.25992 14.26393 14.27156 14.19263
[14,] 14.30932 14.01687 14.24408 14.15530 14.38637 14.17349 14.34254 14.20084
[15,] 14.37681 14.32142 14.14685 14.33016 14.17507 14.11993 14.29994 14.19627
[16,] 14.19434 14.37282 14.17313 14.06618 14.51231 14.19806 14.15335 14.36196
[17,] 14.51143 14.11928 14.04519 14.12308 14.42879 14.61132 14.08925 14.09433
[18,] 14.37503 14.24810 14.13869 14.27470 14.08372 13.92092 14.13824 14.27647
[19,] 14.28017 14.19197 14.29755 14.20672 14.32972 14.11688 14.00583 14.06714
[20,] 13.92434 14.11928 14.20109 14.18020 14.26881 14.26562 14.62518 14.09753
[21,] 14.39780 14.34801 14.35138 14.07417 14.37686 14.31729 14.20062 14.24984
[22,] 14.09468 14.35612 14.67436 14.37687 14.30452 14.48022 13.92919 14.23120
[23,] 14.26632 14.34090 14.10760 14.05969 14.09286 14.20307 13.97962 14.33399
[24,] 14.26728 14.20081 14.23836 14.05504 14.17432 14.05098 14.31431 14.28008
[25,] 14.15416 14.22227 14.14617 14.23541 14.34342 14.23405 14.13253 14.34312
[26,] 14.14490 14.20120 14.15553 14.30078 14.06577 14.39283 14.15469 14.27770
[27,] 14.19444 14.37772 14.27204 14.51972 14.12709 14.16543 14.25649 14.37825
[28,] 14.40016 14.38242 14.40902 14.20849 14.45411 14.23921 14.48906 14.08398
[29,] 14.43991 14.41562 14.23217 14.47971 14.61892 14.17349 14.07901 14.33340
[30,] 14.26123 14.32969 14.37612 14.36957 14.22398 14.48792 14.27235 14.37775
[31,] 14.34237 14.41595 14.22961 14.44237 14.37858 14.03472 14.12796 14.43564
[32,] 14.04499 14.24199 14.21325 14.21341 14.38285 14.35130 14.29769 14.16706
[33,] 14.33434 14.14096 14.34962 14.35451 14.27606 14.06512 14.53188 14.40699
[34,] 14.42659 14.71654 14.46429 14.44031 14.06628 14.23487 14.32344 14.12798
[35,] 14.41330 14.61016 14.19922 14.04559 14.43914 14.05909 14.51886 14.38906
[36,] 14.07870 14.25437 14.19764 14.45207 14.56465 14.35331 14.51730 14.45628
[37,] 14.19635 14.05329 14.47165 14.52988 14.35407 14.15359 14.45863 14.21499
[38,] 14.41616 14.39060 14.31428 14.26713 14.60086 14.47624 14.19579 14.32685
[39,] 14.34945 14.33870 14.54407 13.93699 14.38383 14.40279 14.60411 14.36345
[40,] 14.27207 14.69922 14.21998 14.24579 14.38367 14.02532 14.22932 14.16210
[41,] 14.59637 14.34661 14.39287 14.56360 14.32180 14.20585 14.07679 14.40061
[42,] 14.05879 14.22817 14.13733 14.42525 14.26010 14.06481 14.47159 14.32472
[43,] 14.23353 14.43289 14.40676 14.24188 14.38064 14.31138 14.37934 14.58363
[44,] 14.61939 14.29923 14.25175 14.50547 14.58180 14.40923 14.29118 14.38448
[45,] 14.44890 14.21432 14.28133 14.21582 14.72130 14.48777 14.24090 14.14760
[46,] 14.24827 14.28979 14.56560 14.09153 14.17772 14.54364 14.48982 14.57447
[47,] 14.14698 14.44095 14.44615 14.35560 14.35381 14.88514 14.43182 14.49525
[48,] 14.44314 14.43016 14.25391 14.69350 14.05831 14.27535 14.38970 14.55117
[49,] 14.51337 14.50404 14.20454 14.66496 14.39199 14.52352 14.28726 14.41711
[50,] 14.38690 14.30375 14.04696 14.73448 14.25911 14.39608 14.39626 14.30461
[,57] [,58] [,59] [,60]
[1,] 14.08307 14.21988 14.24502 14.46798
[2,] 14.16498 14.04362 14.10933 14.16073
[3,] 14.01640 14.26161 14.47296 13.97320
[4,] 14.21675 14.00226 14.16806 14.13201
[5,] 14.24874 14.15902 14.05768 13.99709
[6,] 14.13211 14.29022 14.24664 14.43092
[7,] 13.93672 14.30805 14.09489 14.17454
[8,] 14.09544 14.23306 14.35482 13.98978
[9,] 14.05289 14.22862 14.23607 14.38683
[10,] 14.51232 14.01015 14.25822 14.18870
[11,] 13.92829 14.05632 14.06322 14.08173
[12,] 14.36720 14.49306 14.22495 14.14678
[13,] 14.44527 14.29280 14.31817 14.44875
[14,] 14.24240 13.98809 14.25813 14.23826
[15,] 14.45368 13.98557 14.14330 14.39605
[16,] 14.21405 14.27711 14.09028 14.46853
[17,] 14.21917 14.32714 14.09288 14.15718
[18,] 14.09427 14.26884 14.15813 14.11265
[19,] 14.32240 14.23970 14.22596 14.17549
[20,] 14.27503 14.33629 14.08333 14.17644
[21,] 14.57204 14.33698 14.26642 14.38937
[22,] 14.32856 14.31208 14.18339 14.24206
[23,] 14.34666 14.13053 14.36855 14.29675
[24,] 14.00521 14.40410 14.31414 14.31725
[25,] 14.19238 14.13122 14.37086 14.35898
[26,] 14.06012 14.37550 14.21780 14.43512
[27,] 14.09182 14.35407 13.92053 14.41544
[28,] 14.20248 14.05046 14.35766 14.28819
[29,] 14.37100 14.32211 14.17943 14.33966
[30,] 14.45688 14.46099 14.40960 14.20253
[31,] 14.21189 13.94236 14.32519 14.30396
[32,] 14.25662 14.62061 14.45100 14.29169
[33,] 14.27313 14.26550 14.30084 14.17862
[34,] 14.26099 14.29404 14.51613 14.35087
[35,] 14.46704 14.31418 14.24168 14.47378
[36,] 14.33180 14.57613 13.99557 14.16274
[37,] 14.47817 14.63628 14.77669 14.52933
[38,] 14.22687 14.30604 14.01537 14.33695
[39,] 14.30923 14.46768 14.62513 14.21198
[40,] 14.33089 14.08097 14.39569 14.18766
[41,] 14.54167 13.98227 14.30750 14.39930
[42,] 14.67137 14.30287 14.42306 14.40189
[43,] 14.24310 14.49692 14.31800 14.46450
[44,] 14.17046 13.96824 14.28487 14.30786
[45,] 14.38178 14.32254 14.29501 14.53444
[46,] 14.17445 14.33439 14.29536 14.34860
[47,] 14.52942 14.35840 14.51956 14.42734
[48,] 14.52978 14.60220 14.26322 14.30950
[49,] 14.37568 14.41236 14.49467 14.07525
[50,] 14.46840 14.62378 14.56268 14.15267
$lib.size
[1] 576981 607177 593382 572277 591899 595391 580779 570675 595466 559966
[11] 625298 615475 640904 636855 630659 593370 621246 618762 622762 626494
[21] 688307 660866 679490 691393 674936 654319 681238 689449 668030 686907
[31] 693923 720714 734422 733067 727995 725046 730016 702907 707240 714069
[41] 782083 793098 761907 778615 807041 779437 785283 787086 763206 790535
[51] 821603 818775 824660 825620 827183 823819 843353 810712 823845 822854
BatchQC documentation built on Nov. 8, 2020, 8:30 p.m.
R Package Documentation
Browse R Packages
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value Examples
Description
Compute log2(counts per mil reads) and library size for each sample
Usage
1 |
Arguments
qcounts |
quantile normalized counts |
lib.size |
default is colsums(qcounts) |
Value
list containing log2(quantile counts per mil reads) and library sizes
Examples
1 2 3 4 5 6 7 8 | nbatch <- 3
ncond <- 2
npercond <- 10
data.matrix <- rnaseq_sim(ngenes=50, nbatch=nbatch, ncond=ncond, npercond=
npercond, basemean=10000, ggstep=50, bbstep=2000, ccstep=800,
basedisp=100, bdispstep=-10, swvar=1000, seed=1234)
data.matrix <- as.matrix(data.matrix)
log2CPM(data.matrix)
|
Example output
sh: 1: cannot create /dev/null: Permission denied
$y
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
[1,] 13.99545 13.91064 14.19065 14.02899 14.15043 13.99802 14.52134 14.15598
[2,] 14.09683 14.25733 13.89770 14.08199 14.34500 14.29178 14.14444 13.91328
[3,] 14.16756 13.91572 13.99159 14.09861 14.32078 14.25928 14.31306 14.18599
[4,] 14.36581 14.16346 14.15698 14.11774 14.05814 14.05906 14.33643 14.14122
[5,] 14.04629 13.99455 14.05667 14.32945 14.26925 14.28014 14.16298 14.24564
[6,] 14.09240 14.28794 14.49533 14.11802 14.29713 14.02792 13.99742 14.16178
[7,] 13.95807 14.11849 14.24175 13.89077 14.50083 14.00893 14.03520 14.20553
[8,] 14.28243 14.24270 14.21272 14.34079 13.79935 14.13792 14.02674 14.26683
[9,] 14.36533 13.89450 14.21643 13.96280 13.92861 14.19511 14.20659 14.06229
[10,] 14.39407 14.14470 14.30857 13.84061 14.16258 14.29082 14.21707 14.21553
[11,] 13.77292 14.16269 14.40418 14.23455 13.98080 14.22122 14.23611 14.18287
[12,] 14.34865 14.35864 14.13268 14.08808 14.31266 13.96400 14.05708 14.14583
[13,] 14.31727 14.09763 14.19091 14.43440 13.93173 14.15330 14.32751 14.31538
[14,] 14.28256 14.32152 14.22063 14.22537 14.34007 14.45809 14.22344 14.44956
[15,] 14.03457 14.21722 14.39089 14.29249 14.07335 14.24750 14.48962 14.08923
[16,] 14.12369 14.31256 14.26094 14.16585 14.02417 14.24837 14.03830 14.16756
[17,] 14.18364 14.24392 14.33716 14.27250 14.34101 14.12632 14.23933 14.14834
[18,] 14.34601 14.21997 14.40542 13.81478 14.26443 14.31990 14.30756 14.44083
[19,] 14.40414 14.28008 14.39992 14.42926 14.42407 14.25978 14.09220 14.13505
[20,] 14.38335 14.09369 14.47123 14.36286 14.29858 14.42322 14.23804 14.23807
[21,] 14.05322 14.27530 13.98950 14.23677 14.24310 14.08089 14.51849 14.30355
[22,] 14.53313 14.32766 14.30233 14.18871 14.13195 14.26520 14.24087 14.05459
[23,] 14.27325 14.19573 14.34010 14.37572 14.27909 14.18043 14.54606 14.15431
[24,] 14.17136 14.11795 14.37083 14.21613 14.13019 14.12333 14.03786 14.53606
[25,] 14.29543 14.35320 14.36324 14.31369 14.29664 14.36067 14.13453 14.22454
[26,] 14.17596 14.65484 14.13079 14.29249 14.38028 14.31361 14.29031 14.28708
[27,] 14.12551 14.37897 14.05867 14.08577 14.38553 14.11925 14.39479 14.48085
[28,] 14.28557 14.29493 14.38033 14.29475 14.24297 14.27391 14.40513 14.09169
[29,] 14.09540 14.25198 14.16983 14.43360 14.38154 14.32923 14.23650 14.46563
[30,] 14.37466 14.30506 14.31204 14.22458 14.30112 14.61290 14.26113 14.27998
[31,] 14.40437 14.37618 14.33210 14.26765 14.24573 14.31134 14.48161 14.53787
[32,] 14.13749 14.37024 14.02989 14.55471 14.22895 14.27575 14.19100 14.13814
[33,] 14.17109 14.30858 14.32276 14.28594 14.42640 14.35629 14.31757 14.14416
[34,] 14.35606 14.43271 14.35108 14.43951 14.29385 14.16284 14.42807 14.64782
[35,] 14.14923 14.27925 14.41591 14.14193 14.49282 14.46035 14.23650 14.30904
[36,] 14.47261 14.56329 14.41279 14.40611 14.38496 14.32558 14.37388 14.32785
[37,] 14.34457 14.22643 14.50351 14.28303 14.42684 14.29938 14.34158 14.22083
[38,] 14.39070 14.36079 14.34057 14.37501 14.25798 14.30358 14.49501 14.43821
[39,] 14.38545 14.32974 14.47112 14.26509 14.25411 14.43245 14.36119 14.46036
[40,] 14.21487 14.33101 14.19234 14.57758 14.32411 14.41614 14.28372 14.18938
[41,] 14.40425 14.44171 14.12658 14.38976 14.66173 14.32380 14.28919 14.46529
[42,] 14.42952 14.34409 14.36808 14.33653 14.45588 14.62283 14.30609 14.11468
[43,] 14.58105 14.27254 14.15618 14.48541 14.40398 14.37670 14.41494 14.24967
[44,] 14.48803 14.29138 14.20848 14.28063 14.22259 14.15595 14.32509 14.41027
[45,] 14.46334 14.52298 14.45919 14.19114 14.49630 14.38522 14.35278 14.31996
[46,] 14.38077 14.24429 14.48720 14.34830 14.48869 14.40490 14.32715 14.49483
[47,] 14.36035 14.18391 14.31145 14.54293 13.91716 14.35559 13.99605 14.61273
[48,] 14.44328 14.58472 14.47924 14.84494 14.29737 14.46249 14.56432 14.41155
[49,] 14.54395 14.47975 14.40810 14.61944 14.49440 14.68118 14.31988 14.33850
[50,] 14.44092 14.59609 14.24463 14.31468 14.50041 14.23172 14.33438 14.37454
[,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
[1,] 14.04547 14.22709 14.15924 14.15639 14.25140 14.43483 14.22963 14.22765
[2,] 14.17109 13.90813 14.02659 14.37491 14.13686 13.93918 13.96763 14.24366
[3,] 14.16094 14.32235 14.35372 14.16675 14.17180 14.03824 14.12891 14.08901
[4,] 13.96352 14.18262 14.16378 14.34931 13.94595 14.04415 14.28466 13.86062
[5,] 14.05489 14.01455 14.43107 14.46732 14.19623 14.28515 14.12597 14.08664
[6,] 13.98907 14.05280 14.48620 14.02953 14.16066 14.00638 14.21226 14.12130
[7,] 14.26465 14.11482 14.21478 14.26848 14.09901 14.29825 13.88098 14.31649
[8,] 14.16266 14.35763 14.28973 14.38404 14.56890 14.11097 14.35468 14.07710
[9,] 13.98952 14.37871 14.37809 14.14737 14.24793 13.96590 14.20900 14.11966
[10,] 13.95500 14.11278 13.95358 14.24223 13.93191 14.19816 14.17243 14.18247
[11,] 14.20497 14.19942 14.16855 14.11021 14.29819 14.23057 14.25992 14.41938
[12,] 14.20715 14.12711 14.37625 14.07737 14.45895 14.26089 14.17885 14.48776
[13,] 14.38617 14.26619 13.86589 14.32747 14.02640 14.16265 13.97646 14.14135
[14,] 14.15444 14.14044 14.02452 14.34324 13.99200 14.21636 14.07306 14.17657
[15,] 14.14284 14.10022 14.18808 14.26479 14.27282 14.14075 14.23201 13.95274
[16,] 14.44395 14.15407 14.20260 14.18196 14.33252 14.33390 14.22820 14.42614
[17,] 14.34299 14.28128 14.15647 14.22654 14.29505 14.25244 14.13972 14.15074
[18,] 14.37664 14.14897 14.17317 14.36539 14.15314 14.21529 14.30039 14.18899
[19,] 14.15005 14.33886 14.26182 14.12773 14.05736 14.53794 14.22343 14.28102
[20,] 14.26157 14.15082 13.87820 14.28113 14.26313 14.17495 14.28763 14.11979
[21,] 14.29148 14.11264 14.19548 14.08102 14.33242 14.21422 14.41844 14.38809
[22,] 14.22282 14.36486 14.29686 13.78644 14.31783 14.19381 14.13896 14.16986
[23,] 14.16622 14.37968 14.32197 14.20411 14.22378 14.28367 14.24562 14.29524
[24,] 14.07959 14.36791 14.11896 14.43520 14.31926 14.21957 14.08272 14.44817
[25,] 14.37561 14.22696 14.31168 14.33928 14.20912 14.18362 14.30243 14.20954
[26,] 14.34834 14.16323 14.22518 14.21414 13.77408 14.35405 14.49959 14.11679
[27,] 14.27104 14.17915 14.23203 14.34177 14.40446 14.23081 14.38515 14.23359
[28,] 14.36497 14.05250 14.25298 14.32165 14.16972 14.10121 14.51803 14.51054
[29,] 14.44352 14.33699 14.32804 14.26836 14.19383 14.27810 14.17540 14.31685
[30,] 14.08602 14.08147 14.36142 14.43795 14.47555 14.59233 14.17676 14.25713
[31,] 14.14163 14.19049 14.37136 14.31844 14.22249 14.39269 14.20332 13.99758
[32,] 14.33480 14.25028 14.32231 14.13609 14.46523 14.57052 14.37550 14.47927
[33,] 14.45046 14.42407 14.37288 14.36817 14.40964 14.23163 14.28477 14.67209
[34,] 14.29931 14.36376 14.06088 14.02279 14.26118 14.30800 14.28213 14.45468
[35,] 14.56784 14.44571 14.24111 14.31419 14.07950 14.28934 14.45882 14.28699
[36,] 14.34112 14.26226 14.33977 14.11669 14.43395 14.40214 14.36393 13.99326
[37,] 14.40907 14.20147 14.45078 14.39964 14.59014 14.34210 14.23936 14.31219
[38,] 14.38798 14.69636 14.52654 14.21031 14.59860 14.30330 14.32634 14.31565
[39,] 14.21736 14.37241 14.33051 14.39801 14.24620 14.50198 14.26422 14.41070
[40,] 14.67026 14.59309 14.35086 14.50652 14.39289 14.60602 14.20198 14.28285
[41,] 14.46874 14.37568 14.09293 14.43995 14.31087 14.61679 14.49335 14.41938
[42,] 14.42986 14.21671 14.27944 14.41967 14.49508 14.30386 14.57604 14.40096
[43,] 14.36313 14.49363 14.53055 14.11722 14.42691 13.98726 14.42501 14.52938
[44,] 14.49720 14.52991 14.55126 14.18461 14.18998 14.44908 14.55424 14.30476
[45,] 14.51594 14.41525 14.43659 14.40807 14.57546 14.30778 14.42989 14.44675
[46,] 14.25055 14.43470 14.51673 14.41678 14.38807 14.38223 14.46703 14.12959
[47,] 14.50639 14.14443 14.44427 14.33793 14.25716 14.41578 14.37625 14.51626
[48,] 14.29064 14.50929 14.52625 14.37943 14.47050 14.49836 14.58425 14.26048
[49,] 14.27434 14.51645 14.53697 14.52424 14.43069 14.35221 14.38494 14.57203
[50,] 14.43074 14.61482 14.24207 14.64773 14.33001 14.15869 14.27822 14.47072
[,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
[1,] 14.25798 14.11244 13.99719 14.22507 13.83471 14.09099 13.96786 14.10340
[2,] 14.19660 14.30696 14.19419 14.37165 14.25564 14.29133 14.28842 14.02996
[3,] 14.20375 14.27604 14.19864 14.02922 14.06127 14.14500 14.02196 14.10186
[4,] 14.09144 14.23708 13.83323 14.12461 14.38284 14.06613 14.17695 14.32810
[5,] 14.30864 14.36723 14.08859 14.26644 13.90294 14.37590 14.14461 13.99345
[6,] 13.93920 14.04603 14.03494 13.98531 14.10475 14.18739 14.40585 14.35812
[7,] 14.03321 13.85123 14.00581 14.11478 13.98693 14.18435 14.16890 14.21008
[8,] 14.04617 14.17655 14.29075 14.23035 14.19424 14.13290 14.15081 14.17690
[9,] 14.34882 14.47323 14.09429 13.94849 14.17680 13.86150 14.13697 14.17948
[10,] 14.26602 14.05126 14.33480 13.91981 14.21698 14.45579 14.15104 14.04448
[11,] 14.10863 14.27838 14.21298 14.38376 13.91439 14.26029 14.25905 13.98691
[12,] 14.37747 14.07888 14.26403 14.20996 13.92763 14.27424 14.49618 13.91498
[13,] 14.24416 13.94054 14.23501 14.39631 14.29423 14.17541 14.11595 14.16354
[14,] 14.02877 14.22423 14.14824 14.20131 14.19848 14.46625 14.21831 14.45913
[15,] 14.13829 13.93653 14.07321 14.16842 14.54936 14.44085 14.30268 14.31526
[16,] 14.30647 14.50095 14.12612 14.17316 14.41121 14.29752 14.02361 14.02434
[17,] 14.38226 14.29692 14.47273 14.23406 14.14811 13.91632 14.12905 14.08251
[18,] 14.32921 14.17024 14.30318 14.14433 14.25917 14.45531 14.29255 13.83670
[19,] 14.30784 14.00124 14.35351 14.19813 14.46262 14.24531 14.00578 14.39598
[20,] 14.20449 14.32343 14.37002 14.15207 14.37330 14.12657 14.39298 14.07551
[21,] 14.04562 14.24395 14.28589 14.11647 14.26642 13.94360 14.56944 14.22640
[22,] 14.31173 14.37910 14.46824 14.52779 14.32468 14.44203 14.53766 14.03953
[23,] 14.33753 14.59185 14.30753 14.37837 14.15433 14.17730 14.29287 14.09806
[24,] 14.13158 14.31328 14.19790 14.31153 14.53026 14.23821 14.27199 14.40023
[25,] 14.57012 14.42952 14.20073 14.33166 14.57053 14.28347 14.43087 14.35345
[26,] 14.23516 14.21518 14.29179 14.13169 14.43175 14.30993 14.25536 14.47406
[27,] 14.26425 13.88152 14.44058 14.10423 14.18166 14.44262 14.21541 14.24779
[28,] 14.34926 14.15983 14.23116 14.06015 14.10320 14.29046 14.29224 13.96451
[29,] 14.36674 14.23913 14.11559 14.30688 14.46910 14.49574 13.97816 14.58350
[30,] 14.33067 14.41871 14.32930 14.33166 14.24629 14.31358 14.32012 14.48165
[31,] 14.17177 14.35159 14.25197 14.12899 14.13908 14.28838 14.01004 14.14558
[32,] 14.45179 14.51735 14.47731 14.14369 14.35990 14.47796 14.11643 14.26209
[33,] 14.44961 14.28295 14.37777 14.37696 14.15272 14.14308 14.05639 14.48612
[34,] 14.11623 14.34331 14.24733 14.42852 14.40272 14.28817 14.51824 14.42083
[35,] 14.34201 14.42381 14.47598 14.17316 14.46947 14.38205 14.39653 14.50992
[36,] 14.28348 14.34286 14.44869 14.34644 14.13757 14.50197 14.31741 14.36011
[37,] 14.22295 14.27674 14.25150 14.45767 14.22674 14.08421 14.31450 14.35683
[38,] 14.41824 14.47272 14.24184 14.31085 14.34899 14.35324 14.34257 14.49735
[39,] 14.33832 14.07712 14.28415 14.18397 14.50434 14.29698 14.60770 14.34395
[40,] 14.29126 14.41465 14.40717 14.51712 14.18143 14.27005 14.35650 14.51019
[41,] 14.18055 13.97440 14.48369 14.57629 14.32274 14.12107 14.68414 14.47397
[42,] 14.19956 14.31133 14.49095 14.44162 14.23535 14.54278 14.21462 14.36477
[43,] 14.60381 14.06071 14.34463 14.49216 14.48665 14.27556 14.16856 14.29973
[44,] 14.31800 14.57236 14.25707 14.33178 14.56102 14.34571 14.54309 14.36585
[45,] 14.40449 14.38041 14.54758 14.02052 14.41860 14.42526 14.26693 14.27783
[46,] 14.41919 14.55513 14.45540 14.67388 14.37734 14.45102 14.43921 14.63041
[47,] 14.25323 14.68650 14.50327 14.46288 14.17691 14.33982 14.55364 14.50095
[48,] 14.50659 14.34219 14.41547 14.72392 14.43497 14.30347 14.37421 14.22444
[49,] 14.38769 14.52261 14.40333 14.42360 14.59902 14.29730 14.23954 14.28819
[50,] 14.59942 14.32366 14.11742 14.52095 14.34083 14.41560 14.32891 14.73359
[,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32]
[1,] 14.44767 14.44921 14.06162 13.70225 14.17826 13.79514 14.29249 14.15916
[2,] 14.51522 14.19766 14.05343 14.42936 14.00847 14.18888 14.34897 14.17624
[3,] 14.26962 14.13298 14.22691 13.93876 14.20057 14.19673 14.17983 14.40624
[4,] 14.01497 14.25742 14.14617 13.80539 13.79443 13.79883 14.14490 14.36803
[5,] 13.85871 14.12560 14.08971 14.13156 14.34070 14.09838 14.24102 14.01232
[6,] 14.01458 13.97545 14.30610 14.03490 14.14825 14.44819 13.90362 14.18830
[7,] 14.47092 14.15732 14.15861 14.17904 14.04662 14.37049 14.24456 13.98604
[8,] 14.05407 14.23461 14.24557 14.27748 14.02100 13.77685 14.07856 14.18819
[9,] 14.50017 14.34405 14.35492 14.12479 14.29749 14.37436 14.07362 14.12338
[10,] 14.50607 14.13898 14.05081 13.99329 14.30306 14.33007 14.35106 13.92094
[11,] 14.46875 14.00284 14.28302 14.40294 13.93440 14.20665 14.16576 14.17948
[12,] 14.33706 13.86038 14.38116 14.18186 14.32879 14.28785 14.19830 14.01269
[13,] 14.15231 14.24805 13.98989 14.36734 14.18187 14.38195 14.03364 13.89200
[14,] 14.01044 14.28065 14.04079 14.48845 14.26331 14.20298 14.47237 14.54944
[15,] 13.94350 14.13372 14.25318 14.06951 14.34143 13.97963 14.14123 14.20451
[16,] 14.44115 14.29301 14.49587 14.29923 13.97922 14.12319 14.23661 14.49248
[17,] 14.23711 14.26382 14.26042 14.15493 14.27054 14.45091 14.22829 14.30554
[18,] 14.09667 14.12375 14.33015 14.29663 14.34714 14.42058 14.13269 14.14972
[19,] 14.18734 14.21214 14.30766 14.37810 14.40025 14.34145 14.18464 14.11337
[20,] 14.32253 14.13175 14.28567 14.26828 14.37139 14.34397 14.31214 14.17991
[21,] 14.09459 14.19178 14.19497 14.30854 14.33476 14.11066 14.33767 14.56926
[22,] 14.12338 14.35113 13.93145 14.26679 14.20515 14.26392 14.27445 14.50166
[23,] 14.31364 14.34320 14.40303 13.97131 14.25416 14.39595 14.50251 14.20239
[24,] 14.23567 14.29103 14.31817 13.93823 14.18581 14.21915 14.39891 14.15368
[25,] 14.44172 14.35902 14.00285 14.04830 14.43635 14.29977 13.89981 14.06338
[26,] 14.44096 14.34436 14.31194 14.19296 14.13438 14.22694 14.39332 14.51548
[27,] 14.12326 14.36018 14.29022 14.36724 14.25239 14.36354 14.16247 14.27082
[28,] 14.26235 14.48878 14.19621 14.37071 14.31752 14.37752 14.33697 14.09918
[29,] 14.25471 14.42316 14.28217 14.45604 14.19839 14.23361 14.37846 14.13400
[30,] 14.33200 14.25708 14.19452 14.25667 14.33841 14.45970 14.06224 14.32683
[31,] 14.33106 14.07858 14.50464 14.15687 14.39073 14.15416 14.02893 14.35385
[32,] 14.36448 14.20363 14.43302 14.34439 14.35035 14.35334 14.16553 14.27072
[33,] 14.34356 14.11458 14.33630 14.28756 14.50613 14.09562 14.19797 14.48491
[34,] 14.44336 14.17947 14.40273 14.44520 14.52796 14.46509 14.44792 14.21202
[35,] 14.08786 14.48417 14.13632 14.19586 14.41129 14.24447 14.34218 14.39178
[36,] 14.27113 14.33927 14.35168 14.48763 14.15122 14.28974 14.32567 14.52128
[37,] 14.20669 14.42737 14.18227 14.34127 14.39253 14.21992 14.65543 14.53770
[38,] 14.18332 14.53744 14.38453 14.36447 14.44886 14.41636 14.31806 14.02739
[39,] 14.32899 14.43336 14.67898 14.58960 14.68165 14.47629 14.42268 14.48508
[40,] 14.25231 14.11383 14.28567 14.32668 14.29792 14.33027 14.30024 14.16789
[41,] 14.23932 14.24873 14.26064 14.30223 14.39554 14.35674 14.08204 14.54451
[42,] 14.26181 14.23964 14.33630 14.37623 14.52191 14.34881 14.86752 14.46504
[43,] 14.17040 14.34299 14.47974 14.64284 14.15465 14.39819 14.34947 14.31264
[44,] 14.51404 14.73375 14.32861 14.71923 14.26375 14.41646 14.33325 14.30277
[45,] 14.16284 14.44724 14.41539 14.19196 14.37129 14.27202 14.50018 14.36110
[46,] 14.35880 14.48312 14.44541 14.42165 14.34455 14.43307 14.29931 14.29323
[47,] 14.54298 14.41813 14.13656 14.30296 14.38892 14.52101 14.33747 14.52935
[48,] 14.53616 14.45747 14.41160 14.51872 14.23972 14.34145 14.34738 14.38066
[49,] 14.52124 14.41702 14.79251 14.41449 14.15074 14.27763 14.20735 14.34204
[50,] 14.31017 14.27810 14.15269 14.55246 14.52228 14.44339 14.59160 14.40384
[,33] [,34] [,35] [,36] [,37] [,38] [,39] [,40]
[1,] 14.32025 14.13070 14.12317 14.21461 14.08478 14.05144 14.22227 14.02326
[2,] 13.97712 14.17287 14.16433 14.42517 14.32537 14.25862 13.96319 14.10877
[3,] 14.01961 14.17478 14.06689 14.16651 14.16980 13.84405 14.10630 14.32098
[4,] 14.15736 14.22744 14.17004 14.17976 14.00625 13.93950 14.25602 14.36645
[5,] 14.22775 14.21114 14.20288 14.16543 14.29374 14.34706 14.34566 14.23830
[6,] 14.25905 14.25740 14.06006 14.02293 14.12382 14.14301 14.18025 14.12288
[7,] 14.44122 14.29283 13.90579 14.24137 14.20831 14.26624 14.35523 14.37712
[8,] 14.18663 14.15970 14.38156 13.97369 14.29394 14.43039 14.09002 14.26481
[9,] 14.17244 14.08410 14.25297 13.95464 14.23950 14.25285 14.26517 14.26379
[10,] 14.23968 14.21993 14.33312 14.25832 14.21685 14.33380 14.38909 13.96773
[11,] 14.21706 14.09031 14.19424 14.11361 14.32864 14.16127 14.06465 14.22454
[12,] 14.24748 14.13048 14.17230 14.15511 14.28169 14.19744 14.20120 14.04614
[13,] 14.39956 14.13530 14.23263 14.19936 14.30940 14.13470 14.05222 14.17908
[14,] 14.15758 13.81123 14.39955 14.34320 14.36309 14.31086 14.52361 14.02629
[15,] 13.85795 13.84999 14.36277 14.42127 14.14252 14.15453 14.33701 14.34835
[16,] 14.21500 14.29313 14.10236 14.10121 14.11883 14.23209 14.00473 14.31077
[17,] 14.49027 14.29391 14.45892 14.11563 13.94341 14.19755 14.07438 14.18538
[18,] 14.11956 14.53995 14.24646 14.31468 14.26251 14.01855 14.21134 13.84733
[19,] 14.32543 14.47161 14.22737 14.28149 14.47102 14.21611 13.80757 14.27218
[20,] 14.49427 14.16346 14.05588 13.97270 14.47015 14.35286 14.40215 14.10247
[21,] 14.19230 14.32234 14.32812 14.09520 14.02284 14.48000 14.36473 14.38838
[22,] 14.37092 14.33306 14.33043 14.44270 14.18707 14.25810 14.35649 14.55199
[23,] 14.39810 14.30766 14.15838 14.36137 14.23838 14.48440 14.44073 14.39861
[24,] 14.02575 14.40685 14.04864 14.00972 14.29059 14.27879 14.21220 14.40198
[25,] 14.16219 14.35398 14.40221 14.46399 14.25444 14.29123 14.35970 14.19608
[26,] 14.10637 14.22210 14.03584 14.42245 14.35915 14.24325 14.09912 14.27789
[27,] 14.30587 14.14239 14.30960 14.30684 14.28535 14.36400 14.21628 14.16331
[28,] 14.14776 14.07009 14.34584 14.30920 14.45492 13.97893 14.27878 14.39880
[29,] 14.41700 14.41507 14.34565 14.48418 14.46954 14.48475 13.99227 14.14825
[30,] 14.21148 14.49139 14.14302 14.54380 14.38090 14.43753 14.04330 14.32630
[31,] 14.20765 14.21176 13.92707 14.65349 14.35425 14.33310 14.50408 14.32924
[32,] 14.32686 14.26681 14.00435 14.37492 14.24297 14.38429 14.51780 14.40626
[33,] 14.51833 14.28920 14.05483 14.51867 14.28644 14.18978 14.21295 14.27840
[34,] 14.23541 14.36363 14.31369 14.34253 14.30599 14.00063 14.40948 14.46631
[35,] 14.16283 14.30377 14.45892 14.46847 14.33783 14.30671 14.56207 14.47050
[36,] 14.36246 14.20396 14.32039 14.21639 14.25009 14.38525 14.18573 14.25668
[37,] 14.34642 14.24336 14.59327 14.10053 14.41540 14.40752 14.06262 14.59451
[38,] 14.21097 14.22744 14.33744 14.37070 14.16033 14.62416 14.51736 14.19511
[39,] 14.59629 14.25860 14.51459 14.09122 14.18484 14.08159 14.46104 14.59622
[40,] 14.46582 14.35210 14.56926 14.22525 14.31445 14.47208 14.31105 14.05827
[41,] 14.51111 14.20052 14.53226 13.91307 14.38423 14.49314 14.11208 14.41775
[42,] 14.32677 14.53813 14.49790 14.38630 14.53302 14.12921 14.44467 14.22041
[43,] 14.24364 14.61967 14.44965 14.47923 14.24521 14.10972 14.33286 14.42071
[44,] 14.43671 14.68896 14.22861 14.43067 14.27143 14.36468 14.32999 14.50541
[45,] 14.50369 14.60584 14.50925 14.17181 14.39362 14.32643 14.70807 14.38167
[46,] 14.38522 14.43146 14.50414 14.32547 14.42208 14.72295 14.44302 14.46614
[47,] 14.51933 14.26571 14.23879 14.69128 14.44237 14.39281 14.44100 14.17318
[48,] 14.52817 14.13552 14.60731 14.35625 14.38497 14.12612 14.36589 14.26142
[49,] 14.13089 14.37756 14.11235 14.41828 14.36759 14.43410 14.27127 14.39824
[50,] 14.05628 14.51957 14.50098 14.23539 14.22884 14.43799 14.41854 14.20145
[,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48]
[1,] 14.35676 14.15016 14.36749 14.09398 14.15227 14.19875 13.98233 14.24773
[2,] 14.07757 14.09426 14.26234 14.40605 14.19960 14.31945 14.08728 14.07816
[3,] 14.41576 14.06665 13.98786 14.16651 14.03598 14.51964 14.16385 14.18967
[4,] 14.04902 14.25613 13.94804 14.18214 13.97067 14.01049 14.42114 14.11901
[5,] 14.11007 14.06176 14.19093 14.14232 14.36062 13.98788 14.22230 14.27267
[6,] 14.11621 14.10380 13.91090 14.07896 14.20131 14.17603 13.98120 14.41582
[7,] 14.24729 14.12706 14.32513 14.21428 14.13439 14.06820 14.02064 14.18879
[8,] 14.25410 14.23836 14.08683 14.29374 14.34876 14.02200 14.04574 14.18220
[9,] 14.16100 14.23723 14.30497 14.03394 14.12951 14.03385 14.25800 13.91722
[10,] 14.20757 14.13750 14.13594 14.43670 13.94370 14.36630 13.88393 14.28943
[11,] 13.99468 14.38585 14.24137 14.31480 14.28383 13.88066 14.17303 14.11364
[12,] 14.56486 14.21022 14.10177 14.18433 13.96610 14.48584 14.23684 14.08682
[13,] 14.40271 14.20282 14.36534 14.10275 14.25505 14.09901 14.21575 14.06121
[14,] 14.28603 14.22160 14.10554 14.18642 14.17294 14.52883 14.48767 14.67222
[15,] 14.19563 14.16232 14.33881 14.57924 14.14430 14.09859 14.41997 14.45658
[16,] 14.09633 14.43110 14.23402 14.23018 14.39613 14.35875 14.47093 14.18229
[17,] 14.31998 14.21702 14.26792 14.33377 14.24551 14.20062 14.34585 14.25741
[18,] 14.50653 14.28712 14.05024 14.10190 13.95331 14.30270 14.49500 14.09124
[19,] 14.47957 14.20609 14.13520 14.14079 14.35364 14.22779 14.32174 14.16294
[20,] 14.47213 14.29239 14.48313 14.17455 14.42225 14.38459 14.24850 14.28466
[21,] 14.09907 14.24052 14.23304 14.38507 14.44824 14.35936 14.14946 14.39215
[22,] 14.21593 14.43011 14.19407 14.38620 14.21180 14.13042 14.20771 14.22111
[23,] 14.12821 14.19585 13.94167 14.31989 14.23322 14.18470 14.26389 14.23439
[24,] 14.28030 14.26429 14.38662 14.23403 14.47604 14.56166 14.28696 14.36165
[25,] 14.29202 14.39271 14.23304 14.37377 14.02937 14.21119 14.39042 14.54535
[26,] 14.19415 14.16241 14.49973 14.16691 14.56980 14.42848 14.33611 14.23904
[27,] 14.24006 14.33474 14.48585 14.22041 14.21434 14.34742 14.37718 14.15261
[28,] 14.34378 14.36298 14.30861 14.17274 14.22297 14.21704 14.32970 14.23619
[29,] 14.20748 14.09218 14.34592 14.66148 14.32683 14.46405 14.42080 14.31448
[30,] 14.22376 14.18075 14.48073 14.18005 14.36215 14.15832 14.23646 13.88910
[31,] 14.17453 14.28357 14.50022 14.11804 14.25349 14.23683 14.06783 14.53527
[32,] 14.16352 14.60447 14.51259 14.61387 14.23813 14.41041 14.28134 14.24339
[33,] 14.38350 14.30960 14.14955 14.29374 14.56884 14.40709 14.41611 14.39027
[34,] 14.55432 14.49434 14.09713 14.35276 14.31241 14.20738 14.24765 14.28475
[35,] 14.20699 14.38975 14.16694 14.38940 14.47525 14.27449 14.09065 14.41044
[36,] 14.25108 14.11840 14.24976 14.02162 14.23933 14.30526 14.14023 14.36191
[37,] 14.54184 14.18437 14.58133 14.13894 14.55331 14.30654 14.45989 14.51592
[38,] 14.08916 14.14294 14.17403 14.41575 14.26752 14.18142 14.41711 14.16773
[39,] 14.10840 14.47514 13.92777 14.46664 14.37213 14.35451 14.51342 14.05131
[40,] 14.36902 14.41911 14.55017 14.20174 14.44999 14.16034 14.24642 14.34589
[41,] 14.64170 14.57123 14.26523 14.03570 14.46414 14.56769 14.29173 14.15573
[42,] 14.25042 14.30880 14.36561 14.54624 14.24062 14.41541 14.21942 14.32183
[43,] 14.28613 14.43135 14.40524 14.33180 14.35918 14.26210 14.19160 14.18722
[44,] 14.17842 14.62793 14.51922 14.65761 14.22745 14.52122 14.36713 14.73729
[45,] 14.40160 14.03362 14.10403 14.48267 14.28884 14.16398 14.45556 14.22331
[46,] 14.47099 14.23562 14.45237 14.35991 14.34473 14.13433 14.51923 14.25403
[47,] 14.46072 14.30628 14.39701 14.12407 14.38430 14.40350 14.54927 14.47650
[48,] 14.14948 14.37878 14.37651 14.32540 14.54549 14.50156 14.44366 14.42026
[49,] 14.22954 14.40568 14.48923 14.31970 14.32579 14.34636 14.24358 14.54381
[50,] 14.52010 14.54323 14.58741 14.23287 14.28759 14.43727 14.33220 14.38676
[,49] [,50] [,51] [,52] [,53] [,54] [,55] [,56]
[1,] 14.19565 14.25894 14.50541 14.05639 14.04357 14.25315 14.27965 13.98009
[2,] 14.32377 14.18012 14.10621 13.88704 14.15536 14.04106 14.43929 14.30781
[3,] 14.30438 14.00571 14.09521 13.96865 13.86021 14.60838 14.27297 14.26584
[4,] 14.15353 14.25344 14.25615 14.24524 14.30513 14.17812 13.97616 14.38522
[5,] 13.90648 14.10764 14.18929 13.89377 14.19405 14.26837 14.21674 14.33416
[6,] 14.31416 14.26655 14.30884 14.25321 13.99146 14.01702 14.45794 14.18550
[7,] 14.24817 14.23944 14.72704 14.42509 14.10592 14.38518 14.10755 14.08449
[8,] 14.37858 13.75675 14.11365 14.28515 14.24747 14.38060 14.37179 14.21370
[9,] 14.07849 14.08030 14.30823 14.33085 14.14401 14.37419 14.52294 14.14673
[10,] 14.13548 14.37454 14.13216 14.22615 14.17621 14.11166 14.17633 14.08922
[11,] 14.36709 14.14519 14.31351 14.27737 14.06639 14.16276 13.96606 14.19066
[12,] 14.07203 14.18552 14.27026 14.12752 13.96249 14.31430 14.07153 14.26682
[13,] 14.33251 14.12419 14.25579 14.30357 14.25992 14.26393 14.27156 14.19263
[14,] 14.30932 14.01687 14.24408 14.15530 14.38637 14.17349 14.34254 14.20084
[15,] 14.37681 14.32142 14.14685 14.33016 14.17507 14.11993 14.29994 14.19627
[16,] 14.19434 14.37282 14.17313 14.06618 14.51231 14.19806 14.15335 14.36196
[17,] 14.51143 14.11928 14.04519 14.12308 14.42879 14.61132 14.08925 14.09433
[18,] 14.37503 14.24810 14.13869 14.27470 14.08372 13.92092 14.13824 14.27647
[19,] 14.28017 14.19197 14.29755 14.20672 14.32972 14.11688 14.00583 14.06714
[20,] 13.92434 14.11928 14.20109 14.18020 14.26881 14.26562 14.62518 14.09753
[21,] 14.39780 14.34801 14.35138 14.07417 14.37686 14.31729 14.20062 14.24984
[22,] 14.09468 14.35612 14.67436 14.37687 14.30452 14.48022 13.92919 14.23120
[23,] 14.26632 14.34090 14.10760 14.05969 14.09286 14.20307 13.97962 14.33399
[24,] 14.26728 14.20081 14.23836 14.05504 14.17432 14.05098 14.31431 14.28008
[25,] 14.15416 14.22227 14.14617 14.23541 14.34342 14.23405 14.13253 14.34312
[26,] 14.14490 14.20120 14.15553 14.30078 14.06577 14.39283 14.15469 14.27770
[27,] 14.19444 14.37772 14.27204 14.51972 14.12709 14.16543 14.25649 14.37825
[28,] 14.40016 14.38242 14.40902 14.20849 14.45411 14.23921 14.48906 14.08398
[29,] 14.43991 14.41562 14.23217 14.47971 14.61892 14.17349 14.07901 14.33340
[30,] 14.26123 14.32969 14.37612 14.36957 14.22398 14.48792 14.27235 14.37775
[31,] 14.34237 14.41595 14.22961 14.44237 14.37858 14.03472 14.12796 14.43564
[32,] 14.04499 14.24199 14.21325 14.21341 14.38285 14.35130 14.29769 14.16706
[33,] 14.33434 14.14096 14.34962 14.35451 14.27606 14.06512 14.53188 14.40699
[34,] 14.42659 14.71654 14.46429 14.44031 14.06628 14.23487 14.32344 14.12798
[35,] 14.41330 14.61016 14.19922 14.04559 14.43914 14.05909 14.51886 14.38906
[36,] 14.07870 14.25437 14.19764 14.45207 14.56465 14.35331 14.51730 14.45628
[37,] 14.19635 14.05329 14.47165 14.52988 14.35407 14.15359 14.45863 14.21499
[38,] 14.41616 14.39060 14.31428 14.26713 14.60086 14.47624 14.19579 14.32685
[39,] 14.34945 14.33870 14.54407 13.93699 14.38383 14.40279 14.60411 14.36345
[40,] 14.27207 14.69922 14.21998 14.24579 14.38367 14.02532 14.22932 14.16210
[41,] 14.59637 14.34661 14.39287 14.56360 14.32180 14.20585 14.07679 14.40061
[42,] 14.05879 14.22817 14.13733 14.42525 14.26010 14.06481 14.47159 14.32472
[43,] 14.23353 14.43289 14.40676 14.24188 14.38064 14.31138 14.37934 14.58363
[44,] 14.61939 14.29923 14.25175 14.50547 14.58180 14.40923 14.29118 14.38448
[45,] 14.44890 14.21432 14.28133 14.21582 14.72130 14.48777 14.24090 14.14760
[46,] 14.24827 14.28979 14.56560 14.09153 14.17772 14.54364 14.48982 14.57447
[47,] 14.14698 14.44095 14.44615 14.35560 14.35381 14.88514 14.43182 14.49525
[48,] 14.44314 14.43016 14.25391 14.69350 14.05831 14.27535 14.38970 14.55117
[49,] 14.51337 14.50404 14.20454 14.66496 14.39199 14.52352 14.28726 14.41711
[50,] 14.38690 14.30375 14.04696 14.73448 14.25911 14.39608 14.39626 14.30461
[,57] [,58] [,59] [,60]
[1,] 14.08307 14.21988 14.24502 14.46798
[2,] 14.16498 14.04362 14.10933 14.16073
[3,] 14.01640 14.26161 14.47296 13.97320
[4,] 14.21675 14.00226 14.16806 14.13201
[5,] 14.24874 14.15902 14.05768 13.99709
[6,] 14.13211 14.29022 14.24664 14.43092
[7,] 13.93672 14.30805 14.09489 14.17454
[8,] 14.09544 14.23306 14.35482 13.98978
[9,] 14.05289 14.22862 14.23607 14.38683
[10,] 14.51232 14.01015 14.25822 14.18870
[11,] 13.92829 14.05632 14.06322 14.08173
[12,] 14.36720 14.49306 14.22495 14.14678
[13,] 14.44527 14.29280 14.31817 14.44875
[14,] 14.24240 13.98809 14.25813 14.23826
[15,] 14.45368 13.98557 14.14330 14.39605
[16,] 14.21405 14.27711 14.09028 14.46853
[17,] 14.21917 14.32714 14.09288 14.15718
[18,] 14.09427 14.26884 14.15813 14.11265
[19,] 14.32240 14.23970 14.22596 14.17549
[20,] 14.27503 14.33629 14.08333 14.17644
[21,] 14.57204 14.33698 14.26642 14.38937
[22,] 14.32856 14.31208 14.18339 14.24206
[23,] 14.34666 14.13053 14.36855 14.29675
[24,] 14.00521 14.40410 14.31414 14.31725
[25,] 14.19238 14.13122 14.37086 14.35898
[26,] 14.06012 14.37550 14.21780 14.43512
[27,] 14.09182 14.35407 13.92053 14.41544
[28,] 14.20248 14.05046 14.35766 14.28819
[29,] 14.37100 14.32211 14.17943 14.33966
[30,] 14.45688 14.46099 14.40960 14.20253
[31,] 14.21189 13.94236 14.32519 14.30396
[32,] 14.25662 14.62061 14.45100 14.29169
[33,] 14.27313 14.26550 14.30084 14.17862
[34,] 14.26099 14.29404 14.51613 14.35087
[35,] 14.46704 14.31418 14.24168 14.47378
[36,] 14.33180 14.57613 13.99557 14.16274
[37,] 14.47817 14.63628 14.77669 14.52933
[38,] 14.22687 14.30604 14.01537 14.33695
[39,] 14.30923 14.46768 14.62513 14.21198
[40,] 14.33089 14.08097 14.39569 14.18766
[41,] 14.54167 13.98227 14.30750 14.39930
[42,] 14.67137 14.30287 14.42306 14.40189
[43,] 14.24310 14.49692 14.31800 14.46450
[44,] 14.17046 13.96824 14.28487 14.30786
[45,] 14.38178 14.32254 14.29501 14.53444
[46,] 14.17445 14.33439 14.29536 14.34860
[47,] 14.52942 14.35840 14.51956 14.42734
[48,] 14.52978 14.60220 14.26322 14.30950
[49,] 14.37568 14.41236 14.49467 14.07525
[50,] 14.46840 14.62378 14.56268 14.15267
$lib.size
[1] 576981 607177 593382 572277 591899 595391 580779 570675 595466 559966
[11] 625298 615475 640904 636855 630659 593370 621246 618762 622762 626494
[21] 688307 660866 679490 691393 674936 654319 681238 689449 668030 686907
[31] 693923 720714 734422 733067 727995 725046 730016 702907 707240 714069
[41] 782083 793098 761907 778615 807041 779437 785283 787086 763206 790535
[51] 821603 818775 824660 825620 827183 823819 843353 810712 823845 822854
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