Mô Phỏng Ngẫu Nhiên
2023-06-05
library(readxl)
library(mixtools)## Warning: package 'mixtools' was built under R version 4.3.1## mixtools package, version 2.0.0, Released 2022-12-04
## This package is based upon work supported by the National Science Foundation under Grant No. SES-0518772 and the Chan Zuckerberg Initiative: Essential Open Source Software for Science (Grant No. 2020-255193).library(sn)## Warning: package 'sn' was built under R version 4.3.1## Loading required package: stats4##
## Attaching package: 'sn'## The following object is masked from 'package:stats':
##
## sdlibrary(rlang)
library(ggplot2)## Warning: package 'ggplot2' was built under R version 4.3.1d <- read_excel("C:/Users/pc/Downloads/dataa.xlsx")Bài tập tuần 6
Mô phỏng các biến
Mô phỏng Biến EBID
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
EBID<-gbm.f(n=10000, theta = 0.05, epsilon = 0.25, S0 =d$EBID[1])
plot(EBID, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô phỏng Biến RAGG
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
EAGG<-gbm.f(n=1000, theta = 0.05, epsilon = 0.25, S0 =d$EAGG[1])
plot(EAGG, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô phỏng Biến RSSI
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
ESSI<-gbm.f(n=10000, theta = 0.05, epsilon = 0.25, S0 =d$ESSI[1])
plot(ESSI, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô phỏng Biến RUSD
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
EUSD<-gbm.f(n=10000, theta = 0.05, epsilon = 0.25, S0 =d$EUSD[1])
plot(EUSD, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô phỏng Biến RMSFT
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
EMSFT<-gbm.f(n=10000, theta = 0.05, epsilon = 0.25, S0 =d$EMSFT[1])
plot(EMSFT, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô phỏng Biến RFPT
set.seed(1)
gbm.f= function(n,S0,theta, epsilon){
t = 1
t.s =seq(0,t,length=n)
dt=t/n
Bt = sqrt(dt)*cumsum(rnorm((n),0,1))
St=S0*exp((theta-epsilon^2/2)*t.s+epsilon*Bt)
}
EFPT<-gbm.f(n=10000, theta = 0.05, epsilon = 0.25, S0 =d$EFPT[1])
plot(EFPT, type = 'l', col = 'blue',
ylab = "Price",
xlab = "Time (Days)")
Mô hình
E = (-1.308e-18) + 1.000e+00*EBID + 1.000e+00*EAGG + 1.000e+00*ESSI + 1.000e+00*EMSFT + 1.000e+00*EUSD + 1.000e+00*EFPT
E## [1] 0.0018169335 0.0018240102 0.0017925040 0.0018531838 0.0018659183
## [6] 0.0018346609 0.0018533744 0.0018818295 0.0019041827 0.0018924792
## [11] 0.0019514044 0.0019668188 0.0019425688 0.0018569823 0.0019003970
## [16] 0.0018987680 0.0018982513 0.0019350332 0.0019673191 0.0019908555
## [21] 0.0020274742 0.0020589078 0.0020620193 0.0019828589 0.0020075117
## [26] 0.0020053956 0.0019993287 0.0019415521 0.0019230145 0.0019394205
## [31] 0.0019929537 0.0019890000 0.0020044663 0.0020024440 0.0019482923
## [36] 0.0019321872 0.0019169490 0.0019147551 0.0019578067 0.0019879731
## [41] 0.0019815871 0.0019717118 0.0019993536 0.0020215847 0.0019943458
## [46] 0.0019665453 0.0019810172 0.0020115636 0.0020072130 0.0020424543
## [51] 0.0020585356 0.0020341242 0.0020478891 0.0020029696 0.0020603056
## [56] 0.0021407811 0.0021258817 0.0020835852 0.0021067895 0.0021014190
## [61] 0.0022001160 0.0021986040 0.0022274363 0.0022287234 0.0021978944
## [66] 0.0022058512 0.0021315738 0.0021919993 0.0021984705 0.0022896648
## [71] 0.0023099655 0.0022799848 0.0023059852 0.0022665771 0.0022141847
## [76] 0.0022264548 0.0022080997 0.0022082626 0.0022114721 0.0021871226
## [81] 0.0021637650 0.0021583190 0.0022071444 0.0021443673 0.0021688951
## [86] 0.0021827558 0.0022270477 0.0022144798 0.0022300325 0.0022413256
## [91] 0.0022187721 0.0022695229 0.0023188273 0.0023488861 0.0024175845
## [96] 0.0024420850 0.0023866664 0.0023620598 0.0023097963 0.0022898247
## [101] 0.0022637490 0.0022656407 0.0022275534 0.0022342755 0.0022070973
## [106] 0.0022812953 0.0023118079 0.0023508207 0.0023674576 0.0024405992
## [111] 0.0024129898 0.0023930760 0.0024556415 0.0024272913 0.0024183747
## [116] 0.0024014236 0.0023876827 0.0023757458 0.0023972377 0.0023896788
## [121] 0.0023679559 0.0024262881 0.0024170603 0.0024093725 0.0024051419
## [126] 0.0024363091 0.0024332170 0.0024316955 0.0024021467 0.0023882192
## [131] 0.0023909435 0.0023656437 0.0023887017 0.0023235928 0.0023368080
## [136] 0.0022716665 0.0022591097 0.0022370657 0.0022099768 0.0022077277
## [141] 0.0021289655 0.0021773938 0.0021092966 0.0020906087 0.0020457903
## [146] 0.0020159350 0.0020998827 0.0021007027 0.0020489450 0.0019838000
## [151] 0.0020017188 0.0020010952 0.0019886196 0.0019521663 0.0018944150
## [156] 0.0018532014 0.0018917315 0.0018679283 0.0018152513 0.0018867973
## [161] 0.0019033297 0.0018942113 0.0019354103 0.0019702486 0.0019460683
## [166] 0.0020333718 0.0020233120 0.0019670494 0.0019614879 0.0019697547
## [171] 0.0020616475 0.0020660164 0.0020845599 0.0020815567 0.0020682022
## [176] 0.0020669179 0.0020988513 0.0021839396 0.0022267402 0.0022775700
## [181] 0.0022259972 0.0022673717 0.0022767641 0.0022153664 0.0022372318
## [186] 0.0022307112 0.0022924448 0.0022602280 0.0022422880 0.0022037772
## [191] 0.0021965447 0.0022133613 0.0021831266 0.0022177019 0.0021677727
## [196] 0.0021249298 0.0021842308 0.0021425437 0.0021595647 0.0021440400
## [201] 0.0021609609 0.0022310899 0.0022979968 0.0022841035 0.0021886264
## [206] 0.0022933312 0.0023217991 0.0023450545 0.0023446004 0.0023666275
## [211] 0.0023596772 0.0023779162 0.0023607968 0.0023023805 0.0023446266
## [216] 0.0024103211 0.0023970454 0.0023431752 0.0023708845 0.0023690791
## [221] 0.0022951485 0.0022953576 0.0022688409 0.0022546152 0.0022064162
## [226] 0.0022820911 0.0022682380 0.0022012224 0.0022095306 0.0022206037
## [231] 0.0021798170 0.0020622167 0.0020366608 0.0020596315 0.0020573461
## [236] 0.0020535191 0.0020761898 0.0020287200 0.0020728019 0.0020727002
## [241] 0.0021014106 0.0021436781 0.0021529571 0.0021171510 0.0021648723
## [246] 0.0020834282 0.0020615908 0.0020514408 0.0020448984 0.0020860610
## [251] 0.0020916846 0.0021083096 0.0021055949 0.0020956650 0.0021240481
## [256] 0.0021711536 0.0020733272 0.0020965844 0.0021119085 0.0020947653
## [261] 0.0021335686 0.0021178065 0.0021063596 0.0021414331 0.0022125165
## [266] 0.0022238828 0.0022064255 0.0021574130 0.0021439484 0.0021057364
## [271] 0.0020953502 0.0021114683 0.0020770877 0.0021853896 0.0021919614
## [276] 0.0022391279 0.0021444619 0.0021750378 0.0021211906 0.0021589461
## [281] 0.0021754554 0.0021587910 0.0022136704 0.0021847031 0.0021608814
## [286] 0.0021200278 0.0020930096 0.0021315559 0.0021494204 0.0021909518
## [291] 0.0021749473 0.0021906154 0.0022008506 0.0021421839 0.0022157201
## [296] 0.0022214376 0.0022535817 0.0022939789 0.0022919561 0.0022791446
## [301] 0.0023171534 0.0022728996 0.0023569054 0.0023405792 0.0024120361
## [306] 0.0024783433 0.0024821247 0.0025073351 0.0024622396 0.0024765723
## [311] 0.0025229005 0.0025274346 0.0025073776 0.0024785085 0.0024770484
## [316] 0.0025245175 0.0025031508 0.0024979159 0.0024411073 0.0024628951
## [321] 0.0025208266 0.0025879882 0.0026249901 0.0025408935 0.0025625915
## [326] 0.0025832207 0.0025674522 0.0025752386 0.0025366601 0.0025671846
## [331] 0.0025526455 0.0024830411 0.0024669809 0.0025274771 0.0025127388
## [336] 0.0025455024 0.0025881228 0.0025884467 0.0025727102 0.0025490845
## [341] 0.0025824045 0.0025348687 0.0025459859 0.0025331871 0.0024333937
## [346] 0.0023724151 0.0024121723 0.0024039889 0.0024390873 0.0025224324
## [351] 0.0025885667 0.0026193294 0.0026367286 0.0026280829 0.0027004674
## [356] 0.0027281759 0.0026741611 0.0026671518 0.0025801283 0.0025714720
## [361] 0.0024565016 0.0025146189 0.0024866034 0.0024677823 0.0024604658
## [366] 0.0024875434 0.0025177133 0.0025431409 0.0025177572 0.0024576849
## [371] 0.0024407823 0.0024530704 0.0024172519 0.0024143798 0.0023640139
## [376] 0.0023637769 0.0023694417 0.0023632858 0.0023563638 0.0024328230
## [381] 0.0024663459 0.0025155760 0.0024748724 0.0024822377 0.0025335667
## [386] 0.0025311719 0.0024373490 0.0024525600 0.0023699295 0.0023352546
## [391] 0.0023923053 0.0024191389 0.0024670072 0.0024806277 0.0024758966
## [396] 0.0024354844 0.0025056821 0.0025078010 0.0024763216 0.0025147083
## [401] 0.0025627793 0.0026486741 0.0026213539 0.0026037700 0.0025851070
## [406] 0.0025683364 0.0025520276 0.0025389393 0.0026038401 0.0025725189
## [411] 0.0025552318 0.0025846644 0.0026357267 0.0026008293 0.0025780435
## [416] 0.0026017832 0.0026481382 0.0026368157 0.0025722596 0.0026497953
## [421] 0.0027158746 0.0026832459 0.0026803838 0.0026003434 0.0026262856
## [426] 0.0027002182 0.0026254057 0.0025902466 0.0025615406 0.0025312239
## [431] 0.0024416099 0.0024636852 0.0023970007 0.0023960394 0.0024219050
## [436] 0.0024134060 0.0024524525 0.0024514482 0.0024232816 0.0024516359
## [441] 0.0024327895 0.0025109030 0.0025102167 0.0025483180 0.0025576241
## [446] 0.0024248657 0.0023658535 0.0023477681 0.0023580449 0.0022586609
## [451] 0.0022993635 0.0022739318 0.0022424243 0.0021778956 0.0021184363
## [456] 0.0021208442 0.0021417506 0.0020568654 0.0020168725 0.0020383325
## [461] 0.0020203866 0.0021075137 0.0021584962 0.0021831391 0.0021834569
## [466] 0.0021951277 0.0021661047 0.0021921357 0.0022539406 0.0022997558
## [471] 0.0022655292 0.0021980482 0.0021936226 0.0022120298 0.0022686677
## [476] 0.0022136100 0.0022289065 0.0022387784 0.0022891097 0.0022880480
## [481] 0.0022730842 0.0022251304 0.0022037261 0.0021888420 0.0022872412
## [486] 0.0023919749 0.0023848913 0.0023401599 0.0022566733 0.0022784535
## [491] 0.0022327921 0.0023293538 0.0022918426 0.0022966654 0.0024610933
## [496] 0.0024127926 0.0024262950 0.0023784380 0.0023935749 0.0023560680
## [501] 0.0023595068 0.0023468951 0.0022966166 0.0022972137 0.0023395368
## [506] 0.0024083233 0.0023492472 0.0023386837 0.0023886395 0.0023408561
## [511] 0.0022340937 0.0021952845 0.0021555267 0.0021575915 0.0021411615
## [516] 0.0021507561 0.0021335909 0.0021490091 0.0021341520 0.0021831405
## [521] 0.0021529121 0.0021649651 0.0021288404 0.0021374476 0.0021356124
## [526] 0.0020674535 0.0020617712 0.0021095432 0.0021374153 0.0021433884
## [531] 0.0020949816 0.0021426740 0.0021460310 0.0021276862 0.0021952736
## [536] 0.0021636367 0.0021762419 0.0022295224 0.0022548404 0.0022420924
## [541] 0.0022247350 0.0022396799 0.0022613243 0.0022622243 0.0023181038
## [546] 0.0023154224 0.0022858551 0.0023087347 0.0022163047 0.0022327591
## [551] 0.0022536764 0.0022443699 0.0021979608 0.0021817422 0.0022463008
## [556] 0.0022153854 0.0021195673 0.0021528638 0.0021324693 0.0021117809
## [561] 0.0020628036 0.0020620109 0.0020903760 0.0020668080 0.0020425997
## [566] 0.0020867754 0.0020769044 0.0020705795 0.0020455882 0.0020818720
## [571] 0.0020420650 0.0020762560 0.0021089532 0.0020901267 0.0021246694
## [576] 0.0021651739 0.0021890240 0.0022736549 0.0021918408 0.0021440249
## [581] 0.0020881704 0.0020950638 0.0021597767 0.0022293478 0.0022498839
## [586] 0.0022869811 0.0022809813 0.0023009353 0.0023170306 0.0022848901
## [591] 0.0022726368 0.0022670784 0.0023262228 0.0022823538 0.0021940908
## [596] 0.0022261208 0.0021923420 0.0021744517 0.0022120051 0.0021805230
## [601] 0.0021665881 0.0022289380 0.0022511481 0.0022740536 0.0022684165
## [606] 0.0022209496 0.0021591812 0.0021501337 0.0022330467 0.0022424303
## [611] 0.0022494305 0.0022635086 0.0022474626 0.0021893719 0.0023015084
## [616] 0.0022837020 0.0022712295 0.0021965032 0.0021863614 0.0021762721
## [621] 0.0021658683 0.0020931120 0.0021660061 0.0022392489 0.0022682908
## [626] 0.0022223269 0.0022523031 0.0022420980 0.0022288572 0.0022861752
## [631] 0.0022347161 0.0022135329 0.0021833595 0.0021842911 0.0021199339
## [636] 0.0020915237 0.0021206758 0.0021397647 0.0021002516 0.0021230766
## [641] 0.0020252575 0.0020118399 0.0020403364 0.0020142069 0.0020128742
## [646] 0.0019502297 0.0019836168 0.0019114386 0.0018990329 0.0018892987
## [651] 0.0018917552 0.0018602480 0.0019309421 0.0018757851 0.0018856623
## [656] 0.0017741924 0.0017743892 0.0017936198 0.0017531345 0.0017795697
## [661] 0.0017921011 0.0018290875 0.0017973183 0.0017610516 0.0016956222
## [666] 0.0016839152 0.0016353651 0.0016604003 0.0016630960 0.0017436863
## [671] 0.0017010299 0.0017447884 0.0017253513 0.0016719816 0.0016930324
## [676] 0.0016409471 0.0016030817 0.0015770276 0.0015846357 0.0015493174
## [681] 0.0015876527 0.0015452474 0.0015529931 0.0015581523 0.0015207443
## [686] 0.0015058661 0.0014831533 0.0015166564 0.0015715905 0.0015349245
## [691] 0.0015678825 0.0015653092 0.0014963400 0.0014702417 0.0014863013
## [696] 0.0014914377 0.0014076843 0.0014275296 0.0014500513 0.0014397084
## [701] 0.0014156611 0.0014834497 0.0014804313 0.0014800453 0.0014414519
## [706] 0.0013957998 0.0013447597 0.0013308205 0.0013763891 0.0014359698
## [711] 0.0014901168 0.0015355221 0.0015272795 0.0014846913 0.0014734435
## [716] 0.0013911195 0.0013806349 0.0014370714 0.0014416530 0.0014794910
## [721] 0.0014965706 0.0014696788 0.0015304787 0.0015278285 0.0014938652
## [726] 0.0014964216 0.0014440859 0.0014739171 0.0014913945 0.0014791929
## [731] 0.0014624248 0.0014949282 0.0014582801 0.0014246801 0.0014392714
## [736] 0.0014239537 0.0014557238 0.0014489987 0.0014903461 0.0015076921
## [741] 0.0014303021 0.0013850936 0.0014287030 0.0014524564 0.0014194826
## [746] 0.0013740618 0.0014090688 0.0013817204 0.0014430253 0.0015043459
## [751] 0.0014540964 0.0014252454 0.0013829617 0.0014056121 0.0013622126
## [756] 0.0012948168 0.0013619484 0.0013958965 0.0014237326 0.0014012733
## [761] 0.0014009888 0.0014221325 0.0013788521 0.0013747702 0.0013807788
## [766] 0.0014383334 0.0014604730 0.0015049928 0.0015099951 0.0014714695
## [771] 0.0014598565 0.0014031001 0.0014348089 0.0014836714 0.0014815981
## [776] 0.0014478853 0.0014854785 0.0014904117 0.0014771261 0.0015162988
## [781] 0.0014899284 0.0015301297 0.0015007820 0.0015145343 0.0015459176
## [786] 0.0014992553 0.0015132362 0.0015094404 0.0015331981 0.0015057043
## [791] 0.0015027732 0.0015513412 0.0015573942 0.0015867130 0.0015789520
## [796] 0.0015426284 0.0015423445 0.0014995647 0.0014104286 0.0014504392
## [801] 0.0014134163 0.0013520099 0.0013854954 0.0013851927 0.0013651369
## [806] 0.0013592751 0.0013451487 0.0013786139 0.0014032765 0.0013453602
## [811] 0.0013572525 0.0013817361 0.0014044068 0.0013232953 0.0013156070
## [816] 0.0013817275 0.0014087562 0.0013513308 0.0012963372 0.0013126034
## [821] 0.0013069586 0.0013388771 0.0013487592 0.0013515581 0.0013577906
## [826] 0.0013634510 0.0013212814 0.0014000035 0.0013526341 0.0013521641
## [831] 0.0013341355 0.0013945368 0.0014289788 0.0014098937 0.0014169701
## [836] 0.0014569234 0.0015347552 0.0015454906 0.0015090410 0.0014749890
## [841] 0.0015450771 0.0014729467 0.0015801516 0.0015709700 0.0015549858
## [846] 0.0015606569 0.0015939276 0.0016048549 0.0015355766 0.0015481212
## [851] 0.0015641377 0.0015876681 0.0015511951 0.0014685683 0.0014574874
## [856] 0.0014252561 0.0013993455 0.0013673190 0.0013540969 0.0013438140
## [861] 0.0013705229 0.0014038794 0.0013771621 0.0013668915 0.0013791258
## [866] 0.0014265952 0.0014247821 0.0013674555 0.0013753343 0.0013714316
## [871] 0.0014315318 0.0014433744 0.0014221938 0.0014073566 0.0013903611
## [876] 0.0013967420 0.0014028087 0.0014340587 0.0014451126 0.0014326664
## [881] 0.0014007856 0.0014224307 0.0014204014 0.0014267274 0.0014646527
## [886] 0.0015256301 0.0014924609 0.0015500979 0.0015197529 0.0015291829
## [891] 0.0015370909 0.0015274716 0.0015767761 0.0015535423 0.0015770370
## [896] 0.0015766677 0.0015438249 0.0015869459 0.0015133908 0.0014951632
## [901] 0.0014420966 0.0014488546 0.0014580354 0.0014198644 0.0014421809
## [906] 0.0014070876 0.0014296050 0.0014378269 0.0014624698 0.0014303984
## [911] 0.0014337521 0.0014180762 0.0013685706 0.0013737911 0.0014339656
## [916] 0.0014119945 0.0014053151 0.0014288449 0.0014301762 0.0014972141
## [921] 0.0015230329 0.0016053108 0.0016179230 0.0015775204 0.0015926221
## [926] 0.0015598867 0.0015245472 0.0015180174 0.0015509150 0.0015631676
## [931] 0.0015921910 0.0016250848 0.0016190091 0.0015337942 0.0015619468
## [936] 0.0016395899 0.0016418024 0.0015932530 0.0015802645 0.0015472877
## [941] 0.0015459216 0.0015699166 0.0016008649 0.0016093840 0.0015761698
## [946] 0.0016052658 0.0016539372 0.0017365602 0.0017184242 0.0017360466
## [951] 0.0017806093 0.0017763585 0.0017961513 0.0018043290 0.0017993733
## [956] 0.0018058267 0.0018424641 0.0018581518 0.0018404871 0.0017563327
## [961] 0.0017269542 0.0017263222 0.0016346451 0.0017153382 0.0016609899
## [966] 0.0016191679 0.0016719990 0.0015931646 0.0016197246 0.0016074885
## [971] 0.0016239511 0.0016557684 0.0016212676 0.0015960870 0.0014907101
## [976] 0.0014576184 0.0014708113 0.0014883798 0.0015594474 0.0015618340
## [981] 0.0015783728 0.0015811324 0.0015639636 0.0015906663 0.0016073539
## [986] 0.0016120932 0.0015830733 0.0015817470 0.0016097414 0.0016341585
## [991] 0.0016168965 0.0015930564 0.0016114946 0.0016493834 0.0016538722
## [996] 0.0016426364 0.0016110443 0.0015961494 0.0015436918 0.0015193298
## [1001] 0.0019153177 0.0019125416 0.0018812253 0.0019570414 0.0019726353
## [1006] 0.0019501088 0.0019655246 0.0020223408 0.0020641743 0.0020385804
## [1011] 0.0021198019 0.0021417872 0.0021278034 0.0020331990 0.0020852363
## [1016] 0.0020849459 0.0020904480 0.0021515177 0.0022042585 0.0022130922
## [1021] 0.0022632570 0.0022952377 0.0022909477 0.0021818209 0.0022102026
## [1026] 0.0022206197 0.0022234077 0.0021415891 0.0021314927 0.0021469710
## [1031] 0.0022210201 0.0022200934 0.0022480612 0.0022478421 0.0021694018
## [1036] 0.0021440065 0.0021268715 0.0021149387 0.0021527072 0.0021913356
## [1041] 0.0021781950 0.0021626062 0.0022081974 0.0022462806 0.0021912978
## [1046] 0.0021464288 0.0021570788 0.0021945319 0.0021838100 0.0022271678
## [1051] 0.0022472050 0.0022136651 0.0022418885 0.0021590586 0.0022236819
## [1056] 0.0023287889 0.0022968803 0.0022496968 0.0022609356 0.0022582878
## [1061] 0.0024084497 0.0023919705 0.0024164049 0.0024262823 0.0024021920
## [1066] 0.0024317330 0.0023402108 0.0024363146 0.0024530689 0.0025668393
## [1071] 0.0025834658 0.0025541582 0.0025883090 0.0025357469 0.0024512086
## [1076] 0.0024768536 0.0024704332 0.0024899483 0.0024881740 0.0024578797
## [1081] 0.0024201001 0.0024146273 0.0024724553 0.0023903579 0.0024212457
## [1086] 0.0024453514 0.0024882510 0.0024765526 0.0024892264 0.0025017721
## [1091] 0.0024543583 0.0025110871 0.0025769822 0.0026150096 0.0027029236
## [1096] 0.0027558060 0.0026680640 0.0026257363 0.0025678244 0.0025384990
## [1101] 0.0025029114 0.0025172613 0.0024532152 0.0024643354 0.0024279025
## [1106] 0.0025175655 0.0025666565 0.0026273767 0.0026488514 0.0027348915
## [1111] 0.0026993175 0.0026667217 0.0027419207 0.0027004246 0.0027040356
## [1116] 0.0026754805 0.0026664934 0.0026563348 0.0026845065 0.0026923184
## [1121] 0.0026659414 0.0027440483 0.0027399385 0.0027360356 0.0027176116
## [1126] 0.0027700336 0.0027683652 0.0027922111 0.0027619714 0.0027495893
## [1131] 0.0027369660 0.0027150349 0.0027531310 0.0026853950 0.0027001981
## [1136] 0.0026058781 0.0026023537 0.0025787991 0.0025303053 0.0025345022
## [1141] 0.0024273448 0.0024848192 0.0024117321 0.0023753163 0.0023099077
## [1146] 0.0022768348 0.0023932164 0.0023982677 0.0023238546 0.0022464656
## [1151] 0.0022886825 0.0022893261 0.0022653972 0.0022306651 0.0021590599
## [1156] 0.0021186427 0.0021668990 0.0021376651 0.0020702432 0.0021685477
## [1161] 0.0021969794 0.0021763435 0.0022280596 0.0022745431 0.0022763022
## [1166] 0.0024008073 0.0023802101 0.0023123885 0.0023174570 0.0023324371
## [1171] 0.0024535543 0.0024641420 0.0024827423 0.0024635355 0.0024364826
## [1176] 0.0024221628 0.0024661675 0.0025657197 0.0026299544 0.0026957058
## [1181] 0.0026081145 0.0026606190 0.0026755899 0.0026037477 0.0026235668
## [1186] 0.0025937211 0.0026676102 0.0026294982 0.0025854084 0.0025445884
## [1191] 0.0025237143 0.0025493626 0.0025214994 0.0025527768 0.0025079213
## [1196] 0.0024566016 0.0025317633 0.0024833178 0.0025216820 0.0025084686
## [1201] 0.0025457870 0.0026151543 0.0027187224 0.0027224622 0.0025944032
## [1206] 0.0027178180 0.0027557575 0.0027871922 0.0027792321 0.0027927693
## [1211] 0.0028001464 0.0028098597 0.0027862388 0.0027158880 0.0027563265
## [1216] 0.0028295298 0.0027996703 0.0027346805 0.0027616430 0.0027562934
## [1221] 0.0026682129 0.0026503502 0.0026151056 0.0025976310 0.0025310549
## [1226] 0.0026228482 0.0026125853 0.0025281897 0.0025116898 0.0025264537
## [1231] 0.0024777593 0.0023204858 0.0022836788 0.0023185517 0.0023268537
## [1236] 0.0023131388 0.0023407727 0.0022751830 0.0023344082 0.0023514002
## [1241] 0.0023872232 0.0024161144 0.0024430871 0.0024077444 0.0024821993
## [1246] 0.0023823386 0.0023402007 0.0023288141 0.0023230823 0.0023888294
## [1251] 0.0023952884 0.0024057346 0.0023788175 0.0023524548 0.0023976113
## [1256] 0.0024626823 0.0023318866 0.0023615861 0.0023781946 0.0023699895
## [1261] 0.0024237612 0.0024132800 0.0024082802 0.0024602794 0.0025547698
## [1266] 0.0025692074 0.0025405159 0.0024835161 0.0024751910 0.0024099140
## [1271] 0.0023863935 0.0023996663 0.0023382040 0.0024860613 0.0024730487
## [1276] 0.0025200039 0.0023966323 0.0024289002 0.0023597910 0.0024089204
## [1281] 0.0024463576 0.0024173968 0.0024645342 0.0024057062 0.0023736302
## [1286] 0.0023228056 0.0022864599 0.0023233338 0.0023303020 0.0023786632
## [1291] 0.0023464162 0.0023665630 0.0023741917 0.0022869485 0.0023410060
## [1296] 0.0023488084 0.0023967355 0.0024429950 0.0024447992 0.0024216846
## [1301] 0.0024660083 0.0023957226 0.0025122718 0.0025047020 0.0025777801
## [1306] 0.0026587292 0.0026734671 0.0027167376 0.0026660089 0.0026776140
## [1311] 0.0027414739 0.0027326108 0.0027047566 0.0026663314 0.0026646334
## [1316] 0.0027274517 0.0027024128 0.0026832522 0.0026263288 0.0026419140
## [1321] 0.0027184734 0.0027946746 0.0028416023 0.0027508214 0.0027742388
## [1326] 0.0028069789 0.0027749947 0.0027937013 0.0027646295 0.0028120800
## [1331] 0.0027999750 0.0027214375 0.0027037667 0.0027861050 0.0027719690
## [1336] 0.0028095430 0.0028753710 0.0028676246 0.0028479044 0.0028186635
## [1341] 0.0028821141 0.0028256885 0.0028455057 0.0028204152 0.0026801550
## [1346] 0.0025901334 0.0026521143 0.0026502664 0.0026953830 0.0028113730
## [1351] 0.0029112783 0.0029413789 0.0029623931 0.0029450252 0.0030482183
## [1356] 0.0030863696 0.0030312815 0.0030312342 0.0029198989 0.0029175982
## [1361] 0.0027836574 0.0028703316 0.0028500794 0.0028353700 0.0028083926
## [1366] 0.0028492371 0.0028986807 0.0029451371 0.0029148140 0.0028433798
## [1371] 0.0028194776 0.0028378310 0.0027837376 0.0027726206 0.0026981276
## [1376] 0.0026952623 0.0026907537 0.0026837574 0.0026652395 0.0027632178
## [1381] 0.0028124832 0.0028870275 0.0028432413 0.0028602427 0.0029186832
## [1386] 0.0029161888 0.0028048021 0.0028332175 0.0027134245 0.0026720945
## [1391] 0.0027569784 0.0027951999 0.0028544345 0.0028629008 0.0028578038
## [1396] 0.0028057856 0.0029047628 0.0028991516 0.0028585383 0.0028990849
## [1401] 0.0029432706 0.0030489083 0.0030176491 0.0030035946 0.0029861798
## [1406] 0.0029746226 0.0029503128 0.0029490559 0.0030483506 0.0030159461
## [1411] 0.0029830972 0.0030186883 0.0030876615 0.0030370652 0.0030121144
## [1416] 0.0030430012 0.0031002178 0.0030748049 0.0029805895 0.0030643086
## [1421] 0.0031366302 0.0030924319 0.0030691890 0.0029476111 0.0029660428
## [1426] 0.0030607289 0.0029781619 0.0029320862 0.0029019295 0.0028609831
## [1431] 0.0027541419 0.0027721840 0.0026650859 0.0026536199 0.0026782851
## [1436] 0.0026671543 0.0026930033 0.0026925601 0.0026423378 0.0026610496
## [1441] 0.0026355765 0.0027686629 0.0027712961 0.0028141894 0.0028397515
## [1446] 0.0026866761 0.0026026388 0.0026094615 0.0026199280 0.0024971433
## [1451] 0.0025555605 0.0025226972 0.0024822050 0.0023977405 0.0023208376
## [1456] 0.0023295239 0.0023533476 0.0022305699 0.0021724312 0.0021838676
## [1461] 0.0021638603 0.0022686760 0.0023280969 0.0023672867 0.0023763577
## [1466] 0.0023711944 0.0023431558 0.0023660169 0.0024471653 0.0025168217
## [1471] 0.0024898136 0.0024170637 0.0024320026 0.0024646173 0.0025260890
## [1476] 0.0024624338 0.0024634857 0.0024777858 0.0025513497 0.0025529730
## [1481] 0.0025402095 0.0024841182 0.0024563204 0.0024365438 0.0025531910
## [1486] 0.0026796978 0.0026625471 0.0026046926 0.0025076325 0.0025304255
## [1491] 0.0024682303 0.0025946035 0.0025512646 0.0025457701 0.0027388593
## [1496] 0.0026768314 0.0026979613 0.0026200887 0.0026523539 0.0026146924
## [1501] 0.0026099921 0.0026038516 0.0025308419 0.0025415358 0.0025892652
## [1506] 0.0026779020 0.0025939317 0.0025664330 0.0026305193 0.0025636609
## [1511] 0.0024477652 0.0024013204 0.0023636356 0.0023640644 0.0023433038
## [1516] 0.0023579549 0.0023380977 0.0023475958 0.0023303125 0.0023728238
## [1521] 0.0023546233 0.0023660957 0.0022976808 0.0023206806 0.0023267702
## [1526] 0.0022441942 0.0022359487 0.0022992910 0.0023396006 0.0023267333
## [1531] 0.0022638272 0.0023128372 0.0023486486 0.0023133356 0.0023852029
## [1536] 0.0023501500 0.0023685158 0.0024182951 0.0024498912 0.0024226198
## [1541] 0.0023943034 0.0024149043 0.0024454081 0.0024616923 0.0025550743
## [1546] 0.0025518945 0.0025116254 0.0025458563 0.0024221424 0.0024379207
## [1551] 0.0024680033 0.0024556608 0.0023830196 0.0023590536 0.0024323085
## [1556] 0.0023879060 0.0022476863 0.0022888834 0.0022735625 0.0022521538
## [1561] 0.0021872008 0.0021890468 0.0022269711 0.0021897894 0.0021672028
## [1566] 0.0022439779 0.0022098023 0.0021970491 0.0021538828 0.0022034544
## [1571] 0.0021516749 0.0022183031 0.0022560781 0.0022270748 0.0022807007
## [1576] 0.0023377979 0.0023536834 0.0024558537 0.0023548791 0.0022901743
## [1581] 0.0022334995 0.0022297054 0.0023323749 0.0024313040 0.0024500800
## [1586] 0.0024846941 0.0024955541 0.0025143500 0.0025310155 0.0024907350
## [1591] 0.0024818774 0.0024839187 0.0025570445 0.0024887256 0.0023927328
## [1596] 0.0024444577 0.0023842068 0.0023742958 0.0024496717 0.0024095200
## [1601] 0.0023881694 0.0024670947 0.0025043981 0.0025297482 0.0025244529
## [1606] 0.0024545965 0.0023730150 0.0023541610 0.0024558828 0.0024634158
## [1611] 0.0024641888 0.0025061967 0.0024803814 0.0024209354 0.0025590854
## [1616] 0.0025226529 0.0025115850 0.0024254167 0.0024134283 0.0023838401
## [1621] 0.0023695299 0.0022754093 0.0023738523 0.0024722915 0.0025105057
## [1626] 0.0024690206 0.0024939589 0.0024845437 0.0024887843 0.0025614928
## [1631] 0.0024988561 0.0024907254 0.0024309730 0.0024438289 0.0023761677
## [1636] 0.0023352727 0.0023615427 0.0023878333 0.0023351642 0.0023756952
## [1641] 0.0022410491 0.0022206133 0.0022558974 0.0022146744 0.0022024468
## [1646] 0.0021300207 0.0021676485 0.0020856027 0.0020462181 0.0020288803
## [1651] 0.0020323796 0.0019970735 0.0020900559 0.0020308786 0.0020428591
## [1656] 0.0018933159 0.0018989392 0.0019322230 0.0018970566 0.0019251684
## [1661] 0.0019377912 0.0019875829 0.0019524268 0.0019029509 0.0018327659
## [1666] 0.0018329111 0.0017849647 0.0018211211 0.0018164002 0.0019131676
## [1671] 0.0018638861 0.0019056698 0.0018924383 0.0018284918 0.0018632905
## [1676] 0.0017941587 0.0017630628 0.0017169563 0.0017143330 0.0016582178
## [1681] 0.0017089058 0.0016416875 0.0016466703 0.0016433476 0.0015927329
## [1686] 0.0015702428 0.0015626166 0.0016119025 0.0016728593 0.0016240449
## [1691] 0.0016796022 0.0016861700 0.0016020245 0.0015458881 0.0015687050
## [1696] 0.0015820817 0.0014941655 0.0015397365 0.0015565969 0.0015518033
## [1701] 0.0015035650 0.0015956097 0.0016155863 0.0015924800 0.0015531496
## [1706] 0.0014985197 0.0014304747 0.0014133441 0.0014887892 0.0015823036
## [1711] 0.0016387948 0.0017052267 0.0016859863 0.0016128701 0.0016061531
## [1716] 0.0015055926 0.0015121740 0.0015666999 0.0015804053 0.0016337077
## [1721] 0.0016698875 0.0016271764 0.0016900225 0.0016842095 0.0016439836
## [1726] 0.0016643447 0.0015806985 0.0016125915 0.0016358072 0.0016074823
## [1731] 0.0015721708 0.0016193625 0.0015840626 0.0015301591 0.0015420900
## [1736] 0.0015271722 0.0015361088 0.0015536597 0.0016077473 0.0016185909
## [1741] 0.0015020600 0.0014326273 0.0014882174 0.0015110503 0.0014620379
## [1746] 0.0014027249 0.0014577697 0.0014091736 0.0014931526 0.0015763160
## [1751] 0.0015080057 0.0014700975 0.0014352192 0.0014693270 0.0014059803
## [1756] 0.0013044368 0.0014059886 0.0014572791 0.0015190161 0.0014792594
## [1761] 0.0014788032 0.0014982923 0.0014473439 0.0014397415 0.0014374690
## [1766] 0.0015153026 0.0015354194 0.0015867274 0.0016097525 0.0015562166
## [1771] 0.0015667319 0.0014952657 0.0015424659 0.0015972936 0.0015915267
## [1776] 0.0015535914 0.0016043156 0.0016088279 0.0016018787 0.0016599590
## [1781] 0.0016382609 0.0017063451 0.0016733911 0.0016914887 0.0017482877
## [1786] 0.0016826845 0.0017076680 0.0016995328 0.0017290269 0.0016969468
## [1791] 0.0017127638 0.0017921178 0.0018254174 0.0018498932 0.0018433869
## [1796] 0.0017766603 0.0017908794 0.0017202003 0.0015927641 0.0016527530
## [1801] 0.0015970571 0.0015105701 0.0015559984 0.0015403262 0.0015167976
## [1806] 0.0014884770 0.0014820335 0.0015126274 0.0015502830 0.0014706086
## [1811] 0.0014869399 0.0015204177 0.0015510206 0.0014350944 0.0014246214
## [1816] 0.0014976377 0.0015318959 0.0014547080 0.0013828366 0.0014085849
## [1821] 0.0013989926 0.0014308084 0.0014354174 0.0014288179 0.0014190881
## [1826] 0.0014227988 0.0013657003 0.0014529788 0.0013914289 0.0014012525
## [1831] 0.0013867665 0.0014728472 0.0015327412 0.0014930823 0.0015084566
## [1836] 0.0015491580 0.0016259696 0.0016441167 0.0015927348 0.0015542369
## [1841] 0.0016151713 0.0015323386 0.0016597024 0.0016386175 0.0016080078
## [1846] 0.0016045656 0.0016413243 0.0016490588 0.0015683580 0.0015798910
## [1851] 0.0016046628 0.0016051397 0.0015498765 0.0014331164 0.0014422271
## [1856] 0.0014140873 0.0013904230 0.0013545551 0.0013431351 0.0013228084
## [1861] 0.0013603752 0.0014072543 0.0013596354 0.0013683256 0.0013851283
## [1866] 0.0014382563 0.0014245275 0.0013514865 0.0013663720 0.0013631368
## [1871] 0.0014464415 0.0014663743 0.0014528173 0.0014354047 0.0014106375
## [1876] 0.0014248079 0.0014443593 0.0015022381 0.0015206997 0.0014864679
## [1881] 0.0014504862 0.0014854410 0.0014537528 0.0014824358 0.0015305376
## [1886] 0.0016031657 0.0015648633 0.0016276131 0.0015796256 0.0015913274
## [1891] 0.0016138084 0.0015978671 0.0016653667 0.0016443537 0.0016733106
## [1896] 0.0016667563 0.0016248178 0.0016720144 0.0016024123 0.0015709197
## [1901] 0.0015074834 0.0015133139 0.0015133307 0.0014618901 0.0014901478
## [1906] 0.0014715329 0.0015136081 0.0015165855 0.0015634324 0.0015226065
## [1911] 0.0015238273 0.0015069247 0.0014507376 0.0014725830 0.0015487256
## [1916] 0.0015394580 0.0015401178 0.0015720510 0.0015835904 0.0016728421
## [1921] 0.0016977328 0.0018045572 0.0018195009 0.0017506647 0.0017714006
## [1926] 0.0017258868 0.0017000911 0.0016912361 0.0017417960 0.0017701353
## [1931] 0.0017976676 0.0018405623 0.0018230330 0.0017214473 0.0017824048
## [1936] 0.0018815689 0.0018748655 0.0017859746 0.0017600118 0.0017062333
## [1941] 0.0017107265 0.0017383107 0.0017833653 0.0017900799 0.0017589923
## [1946] 0.0018006819 0.0018786359 0.0019850008 0.0019569482 0.0019790929
## [1951] 0.0020430337 0.0020399484 0.0020820586 0.0020948072 0.0021062938
## [1956] 0.0021147278 0.0021441767 0.0021571852 0.0021194410 0.0019972803
## [1961] 0.0019626905 0.0019581410 0.0018580501 0.0019533973 0.0018903608
## [1966] 0.0018265526 0.0019139917 0.0018000898 0.0018396503 0.0018092494
## [1971] 0.0018307824 0.0018784918 0.0018286631 0.0017965341 0.0016656515
## [1976] 0.0016314671 0.0016241810 0.0016567680 0.0017436715 0.0017488995
## [1981] 0.0017807285 0.0017983788 0.0017910593 0.0018398972 0.0018765461
## [1986] 0.0018757948 0.0018404436 0.0018186065 0.0018485595 0.0018635507
## [1991] 0.0018360317 0.0017964624 0.0018156254 0.0018688258 0.0018652141
## [1996] 0.0018507046 0.0017991472 0.0017879295 0.0017094257 0.0016808421
## [2001] 0.0020979347 0.0021265515 0.0020694925 0.0021422640 0.0021591672
## [2006] 0.0021118498 0.0021353355 0.0021852183 0.0022354278 0.0022224874
## [2011] 0.0023011550 0.0023315419 0.0022962560 0.0021896033 0.0022369829
## [2016] 0.0022217882 0.0022274294 0.0022834096 0.0023232693 0.0023389120
## [2021] 0.0024032220 0.0024517471 0.0024628912 0.0023580065 0.0023654169
## [2026] 0.0023673794 0.0023639093 0.0023071344 0.0022938198 0.0023070875
## [2031] 0.0023830501 0.0023828458 0.0024061221 0.0024041316 0.0023185749
## [2036] 0.0022853622 0.0022454862 0.0022614018 0.0023211932 0.0023492259
## [2041] 0.0023440993 0.0023282235 0.0023700903 0.0024172752 0.0023945492
## [2046] 0.0023399196 0.0023610337 0.0023820283 0.0023676704 0.0024055180
## [2051] 0.0024095044 0.0023944882 0.0024182029 0.0023639919 0.0024464674
## [2056] 0.0025514882 0.0025534665 0.0025137880 0.0025371950 0.0025279082
## [2061] 0.0026402251 0.0026416382 0.0026820318 0.0026878571 0.0026583283
## [2066] 0.0026658997 0.0025833097 0.0026550964 0.0026650523 0.0027727995
## [2071] 0.0027859305 0.0027521627 0.0027893197 0.0027399064 0.0026800889
## [2076] 0.0026795597 0.0026568953 0.0026483417 0.0026485740 0.0026033723
## [2081] 0.0025757939 0.0025957984 0.0026516345 0.0025822622 0.0026084103
## [2086] 0.0026357389 0.0026928368 0.0026824126 0.0027045533 0.0027253660
## [2091] 0.0027065486 0.0027688526 0.0028432584 0.0028840161 0.0029735806
## [2096] 0.0030107161 0.0029236071 0.0029110679 0.0028447298 0.0028313857
## [2101] 0.0028115588 0.0028143720 0.0027445458 0.0027389625 0.0027026596
## [2106] 0.0028030887 0.0028213651 0.0028729409 0.0029027599 0.0030083363
## [2111] 0.0029793157 0.0029376846 0.0030056523 0.0029643956 0.0029694036
## [2116] 0.0029507110 0.0029225263 0.0029105613 0.0029443927 0.0029343184
## [2121] 0.0029139210 0.0029909139 0.0029555093 0.0029403100 0.0029224905
## [2126] 0.0029612146 0.0029618419 0.0029533232 0.0029309027 0.0028986559
## [2131] 0.0029042761 0.0029024297 0.0029400875 0.0028619863 0.0028589326
## [2136] 0.0027773392 0.0027761266 0.0027510145 0.0027255464 0.0027381644
## [2141] 0.0026446633 0.0027243445 0.0026114471 0.0025848867 0.0025215723
## [2146] 0.0024947642 0.0025890285 0.0025848914 0.0025281576 0.0024459889
## [2151] 0.0024727966 0.0024592933 0.0024449316 0.0023875453 0.0023062699
## [2156] 0.0022562756 0.0023062233 0.0022841604 0.0022213101 0.0023269933
## [2161] 0.0023523466 0.0023442001 0.0023991318 0.0024191144 0.0023867012
## [2166] 0.0025128443 0.0024908216 0.0024217176 0.0024006613 0.0024106776
## [2171] 0.0025120902 0.0025178006 0.0025467840 0.0025232628 0.0025198015
## [2176] 0.0025139130 0.0025642571 0.0026605511 0.0027104211 0.0027790286
## [2181] 0.0027174426 0.0027609764 0.0027834232 0.0027133379 0.0027369763
## [2186] 0.0027212318 0.0028163647 0.0027736670 0.0027624062 0.0027198918
## [2191] 0.0026977256 0.0027091066 0.0026726358 0.0027257064 0.0026592484
## [2196] 0.0025890636 0.0026553717 0.0025983913 0.0026192368 0.0025889010
## [2201] 0.0026011964 0.0026820294 0.0027738274 0.0027830903 0.0026677287
## [2206] 0.0027874052 0.0028252540 0.0028609468 0.0028805481 0.0029142941
## [2211] 0.0029134770 0.0029424354 0.0029199550 0.0028484567 0.0028893412
## [2216] 0.0029875723 0.0029854849 0.0029282485 0.0029634682 0.0029398512
## [2221] 0.0028329649 0.0028369295 0.0028110213 0.0027805302 0.0027163788
## [2226] 0.0028163334 0.0027991457 0.0027024736 0.0027140261 0.0027260332
## [2231] 0.0026665316 0.0025222633 0.0025096492 0.0025391332 0.0025241310
## [2236] 0.0025209360 0.0025432427 0.0024880867 0.0025533333 0.0025488628
## [2241] 0.0025891987 0.0026346243 0.0026369615 0.0025954668 0.0026551049
## [2246] 0.0025423549 0.0024999933 0.0024909680 0.0024873931 0.0025429739
## [2251] 0.0025380801 0.0025667034 0.0025696631 0.0025595120 0.0026084338
## [2256] 0.0026724657 0.0025519273 0.0025809323 0.0025936899 0.0025563026
## [2261] 0.0025975939 0.0025901286 0.0025605977 0.0025971492 0.0026867239
## [2266] 0.0026876871 0.0026601003 0.0025993960 0.0025880789 0.0025305734
## [2271] 0.0025394067 0.0025614365 0.0025288335 0.0026865369 0.0026926468
## [2276] 0.0027536825 0.0026534759 0.0026950373 0.0026224374 0.0026640766
## [2281] 0.0026821129 0.0026538221 0.0027215425 0.0026811317 0.0026519741
## [2286] 0.0026102442 0.0025733332 0.0026132407 0.0026133559 0.0026704550
## [2291] 0.0026499928 0.0026909291 0.0027117060 0.0026244445 0.0027202853
## [2296] 0.0027218731 0.0027559506 0.0028164460 0.0028137043 0.0027951673
## [2301] 0.0028462768 0.0027882540 0.0029008418 0.0028915879 0.0029764637
## [2306] 0.0030460816 0.0030490043 0.0030813308 0.0030275476 0.0030315145
## [2311] 0.0030787319 0.0030703773 0.0030389341 0.0029998912 0.0029930163
## [2316] 0.0030499644 0.0030351369 0.0030069380 0.0029469947 0.0029648055
## [2321] 0.0030499680 0.0031431045 0.0031964832 0.0031030362 0.0031309130
## [2326] 0.0031651797 0.0031438309 0.0031334601 0.0030776841 0.0031328219
## [2331] 0.0031098008 0.0030216488 0.0029820022 0.0030528947 0.0030369579
## [2336] 0.0030906877 0.0031436108 0.0031320659 0.0031212777 0.0030992815
## [2341] 0.0031311685 0.0030623480 0.0030791687 0.0030679695 0.0029452530
## [2346] 0.0028573045 0.0029067928 0.0028938556 0.0029215936 0.0030175287
## [2351] 0.0030880970 0.0031090965 0.0031340184 0.0031242122 0.0032129433
## [2356] 0.0032428403 0.0031804849 0.0031693854 0.0030676745 0.0030532017
## [2361] 0.0029184555 0.0029938114 0.0029444521 0.0029242678 0.0029221247
## [2366] 0.0029501829 0.0030183848 0.0030492316 0.0030152612 0.0029160008
## [2371] 0.0029004009 0.0029239610 0.0028556426 0.0028482534 0.0027847989
## [2376] 0.0027792465 0.0027909245 0.0027954560 0.0027788489 0.0028742676
## [2381] 0.0029174159 0.0029926115 0.0029495168 0.0029538538 0.0030279158
## [2386] 0.0030198230 0.0028892899 0.0028987599 0.0028081648 0.0027630870
## [2391] 0.0028349244 0.0028594966 0.0029157936 0.0029461933 0.0029436511
## [2396] 0.0028813389 0.0029600349 0.0029439516 0.0029144095 0.0029694484
## [2401] 0.0030335393 0.0031308824 0.0030956349 0.0030584079 0.0030292542
## [2406] 0.0030067457 0.0029674204 0.0029456178 0.0030197623 0.0029802091
## [2411] 0.0029602180 0.0030045323 0.0030816443 0.0030402366 0.0030113846
## [2416] 0.0030222263 0.0030679868 0.0030574916 0.0029669492 0.0030752311
## [2421] 0.0031564947 0.0031108365 0.0031248064 0.0030123338 0.0030518946
## [2426] 0.0031629500 0.0030821989 0.0030583395 0.0030265466 0.0029800567
## [2431] 0.0028731647 0.0029134115 0.0028328374 0.0028315326 0.0028615730
## [2436] 0.0028462813 0.0028978921 0.0028973765 0.0028504473 0.0028699250
## [2441] 0.0028546592 0.0029477942 0.0029467115 0.0029809366 0.0029830027
## [2446] 0.0028050838 0.0027337891 0.0027001415 0.0027057336 0.0025932426
## [2451] 0.0026543233 0.0026079421 0.0025727926 0.0024773188 0.0023948894
## [2456] 0.0024090294 0.0024411615 0.0023464657 0.0022934433 0.0023571544
## [2461] 0.0023218146 0.0024298608 0.0024862837 0.0025198299 0.0025054292
## [2466] 0.0025182517 0.0024914986 0.0025253177 0.0025943405 0.0026671618
## [2471] 0.0026245737 0.0025472137 0.0025573884 0.0025592319 0.0026292248
## [2476] 0.0025541694 0.0025722371 0.0026009547 0.0026638777 0.0026486639
## [2481] 0.0026155315 0.0025601110 0.0025172866 0.0024828309 0.0025989813
## [2486] 0.0027137978 0.0026942169 0.0026322306 0.0025470152 0.0025673539
## [2491] 0.0025087167 0.0026395812 0.0025937168 0.0026101669 0.0028047662
## [2496] 0.0027457458 0.0027766157 0.0027148200 0.0027472862 0.0027137588
## [2501] 0.0027366898 0.0027277171 0.0026690361 0.0026592034 0.0027187819
## [2506] 0.0027935585 0.0027327579 0.0027288888 0.0028028669 0.0027573632
## [2511] 0.0026283060 0.0025802461 0.0025370558 0.0025396149 0.0025086779
## [2516] 0.0025111325 0.0025066654 0.0025232534 0.0025159933 0.0025799677
## [2521] 0.0025411952 0.0025632210 0.0025255194 0.0025352030 0.0025321799
## [2526] 0.0024627756 0.0024648933 0.0025126661 0.0025540157 0.0025559968
## [2531] 0.0024963490 0.0025638996 0.0025673057 0.0025422660 0.0026199849
## [2536] 0.0025819309 0.0026064696 0.0026870063 0.0027444158 0.0027229089
## [2541] 0.0027006540 0.0027091248 0.0027415510 0.0027361963 0.0028019735
## [2546] 0.0028106014 0.0027732261 0.0027862754 0.0026791819 0.0026994056
## [2551] 0.0027193001 0.0027098150 0.0026435041 0.0026174741 0.0027076541
## [2556] 0.0026671034 0.0025482408 0.0025858704 0.0025709802 0.0025457120
## [2561] 0.0024828054 0.0024786601 0.0025129812 0.0024935044 0.0024723004
## [2566] 0.0025341544 0.0025342692 0.0025064669 0.0024738667 0.0025240839
## [2571] 0.0024752559 0.0025227188 0.0025652159 0.0025431379 0.0025933325
## [2576] 0.0026484574 0.0026859438 0.0028011661 0.0026916838 0.0026361832
## [2581] 0.0025505783 0.0025580784 0.0026316481 0.0027246112 0.0027727483
## [2586] 0.0028195071 0.0028007203 0.0028266652 0.0028513540 0.0028081310
## [2591] 0.0027924691 0.0027949100 0.0028532932 0.0028000435 0.0027031903
## [2596] 0.0027569016 0.0027088400 0.0026723893 0.0027088771 0.0026690222
## [2601] 0.0026419909 0.0027132338 0.0027404718 0.0027691058 0.0027464857
## [2606] 0.0027102549 0.0026301916 0.0026226633 0.0027450899 0.0027637845
## [2611] 0.0027739941 0.0027962937 0.0027662625 0.0026858183 0.0028387479
## [2616] 0.0028108676 0.0027873593 0.0027044194 0.0026939565 0.0026648044
## [2621] 0.0026465892 0.0025450276 0.0026202267 0.0027118216 0.0027459071
## [2626] 0.0026768826 0.0027147303 0.0026979329 0.0026864604 0.0027672005
## [2631] 0.0027025025 0.0026812367 0.0026350870 0.0026426969 0.0025686645
## [2636] 0.0025414339 0.0025672891 0.0025953482 0.0025509515 0.0025812039
## [2641] 0.0024613278 0.0024275692 0.0024570777 0.0024309459 0.0024262061
## [2646] 0.0023435152 0.0023749683 0.0022856321 0.0022614503 0.0022371575
## [2651] 0.0022203948 0.0021802790 0.0022702191 0.0021869916 0.0021967467
## [2656] 0.0020511557 0.0020374216 0.0020531496 0.0020007466 0.0020514206
## [2661] 0.0020685559 0.0021046589 0.0020689364 0.0020455461 0.0019582268
## [2666] 0.0019493349 0.0018875331 0.0019211042 0.0019365059 0.0020424484
## [2671] 0.0019925440 0.0020512673 0.0020316826 0.0019670213 0.0019999133
## [2676] 0.0019142166 0.0018590427 0.0018220987 0.0018146323 0.0017776694
## [2681] 0.0018217179 0.0017767329 0.0017916406 0.0017931766 0.0017500573
## [2686] 0.0017354768 0.0016909713 0.0017185506 0.0017974537 0.0017500818
## [2691] 0.0017829214 0.0017984086 0.0017129143 0.0016693590 0.0016864367
## [2696] 0.0016961615 0.0015967011 0.0016145054 0.0016291902 0.0016377671
## [2701] 0.0016103290 0.0016793925 0.0016705117 0.0016720237 0.0016333582
## [2706] 0.0015772506 0.0015025235 0.0014821588 0.0015466162 0.0016339742
## [2711] 0.0017058132 0.0017771018 0.0017393860 0.0016678714 0.0016462590
## [2716] 0.0015372655 0.0015282158 0.0015833654 0.0016024857 0.0016421433
## [2721] 0.0016620425 0.0016180843 0.0016829412 0.0016795909 0.0016331879
## [2726] 0.0016649884 0.0015981762 0.0016286688 0.0016290603 0.0016248446
## [2731] 0.0016005348 0.0016427307 0.0015806737 0.0015392044 0.0015583301
## [2736] 0.0015481247 0.0015898712 0.0015928999 0.0016485080 0.0016772447
## [2741] 0.0015777477 0.0015254232 0.0015656005 0.0016024927 0.0015596631
## [2746] 0.0015041132 0.0015427148 0.0014938529 0.0015778144 0.0016683839
## [2751] 0.0015985323 0.0015553275 0.0015035768 0.0015262808 0.0014672128
## [2756] 0.0013916275 0.0014737047 0.0015304543 0.0015533972 0.0015201037
## [2761] 0.0015028980 0.0015315600 0.0014907859 0.0014996135 0.0014943279
## [2766] 0.0015759421 0.0016148777 0.0016699049 0.0016790210 0.0016395755
## [2771] 0.0016500335 0.0015802512 0.0016181811 0.0016855619 0.0016842987
## [2776] 0.0016447673 0.0016915026 0.0016908337 0.0016600264 0.0017270390
## [2781] 0.0016903980 0.0017453612 0.0016964168 0.0016917562 0.0017327003
## [2786] 0.0016674799 0.0016749081 0.0016543482 0.0016729652 0.0016582194
## [2791] 0.0016661867 0.0017325551 0.0017209895 0.0017576358 0.0017465706
## [2796] 0.0016982627 0.0016917772 0.0016228640 0.0014958796 0.0015725591
## [2801] 0.0015456083 0.0014658519 0.0015020669 0.0015177816 0.0014842064
## [2806] 0.0014871407 0.0014659033 0.0015098555 0.0015541397 0.0014603055
## [2811] 0.0014685713 0.0014713308 0.0014936386 0.0013904528 0.0013816448
## [2816] 0.0014741744 0.0015227603 0.0014695564 0.0013971319 0.0014027548
## [2821] 0.0013913080 0.0014365202 0.0014413772 0.0014430906 0.0014452475
## [2826] 0.0014473558 0.0013936226 0.0014862916 0.0014207605 0.0014361650
## [2831] 0.0014059791 0.0014649083 0.0015068702 0.0014611742 0.0014654120
## [2836] 0.0015119873 0.0016159669 0.0016513157 0.0016156762 0.0015730584
## [2841] 0.0016758094 0.0015978521 0.0017380349 0.0017322049 0.0016865012
## [2846] 0.0016927199 0.0017312995 0.0017403864 0.0016497316 0.0016592563
## [2851] 0.0016745536 0.0016971103 0.0016392980 0.0015206044 0.0015054849
## [2856] 0.0014764663 0.0014700505 0.0014326426 0.0014309059 0.0014206338
## [2861] 0.0014581978 0.0014989199 0.0014465897 0.0014154798 0.0014219626
## [2866] 0.0014817476 0.0014749437 0.0014002303 0.0014271231 0.0014016829
## [2871] 0.0014680522 0.0014712168 0.0014487646 0.0014232284 0.0013957426
## [2876] 0.0014205214 0.0014302045 0.0014671588 0.0014773699 0.0014676255
## [2881] 0.0014060727 0.0014148455 0.0014047930 0.0014198401 0.0014793230
## [2886] 0.0015725559 0.0015361367 0.0016304819 0.0015857208 0.0016132568
## [2891] 0.0016359941 0.0016163499 0.0016762546 0.0016341258 0.0016594151
## [2896] 0.0016596058 0.0016122366 0.0016842041 0.0015872768 0.0015614945
## [2901] 0.0014839570 0.0014932543 0.0015042289 0.0014681865 0.0014916483
## [2906] 0.0014654997 0.0014928447 0.0014993338 0.0015166646 0.0014650059
## [2911] 0.0014586319 0.0014568989 0.0013751649 0.0013865536 0.0014375848
## [2916] 0.0014158781 0.0014194860 0.0014427847 0.0014446246 0.0015189509
## [2921] 0.0015576222 0.0016745516 0.0016828901 0.0016330104 0.0016412373
## [2926] 0.0015918543 0.0015482079 0.0015378065 0.0015767348 0.0016049973
## [2931] 0.0016488084 0.0016883511 0.0016608663 0.0015414874 0.0015729258
## [2936] 0.0016638811 0.0016618358 0.0016057433 0.0015758732 0.0015445252
## [2941] 0.0015530852 0.0015809534 0.0016031274 0.0016202644 0.0015658609
## [2946] 0.0016055728 0.0016634818 0.0017856415 0.0017734897 0.0017760557
## [2951] 0.0018332432 0.0018270096 0.0018798688 0.0018773967 0.0018724086
## [2956] 0.0018758456 0.0019190880 0.0019350396 0.0019165987 0.0017880531
## [2961] 0.0017486465 0.0017496121 0.0016135254 0.0017219608 0.0016660641
## [2966] 0.0016341258 0.0017036546 0.0016077110 0.0016444619 0.0016277490
## [2971] 0.0016259818 0.0016602960 0.0016176461 0.0015712708 0.0014373204
## [2976] 0.0013884543 0.0013931597 0.0014170751 0.0015301078 0.0015384671
## [2981] 0.0015399448 0.0015457902 0.0015111953 0.0015411051 0.0015619942
## [2986] 0.0015963721 0.0015509565 0.0015556933 0.0015960021 0.0016333688
## [2991] 0.0015915025 0.0015733605 0.0016260351 0.0016693227 0.0016669015
## [2996] 0.0016543044 0.0016157410 0.0015789343 0.0015338150 0.0015135163
## [3001] 0.0019137055 0.0019186637 0.0018642198 0.0019508663 0.0019842706
## [3006] 0.0019341254 0.0019388693 0.0019759972 0.0019844220 0.0019523695
## [3011] 0.0020224468 0.0020374971 0.0020200938 0.0018860689 0.0019381824
## [3016] 0.0019375732 0.0019448438 0.0020219548 0.0020667342 0.0021079234
## [3021] 0.0021540880 0.0021775804 0.0021711234 0.0020897355 0.0021197883
## [3026] 0.0021281422 0.0021388395 0.0020772448 0.0020682607 0.0020998617
## [3031] 0.0021540503 0.0021677674 0.0021835904 0.0021805316 0.0021126339
## [3036] 0.0020921211 0.0020764272 0.0020746942 0.0021122507 0.0021342912
## [3041] 0.0021213741 0.0021133836 0.0021358000 0.0021793344 0.0021451295
## [3046] 0.0021073758 0.0021179432 0.0021609811 0.0021299774 0.0021844470
## [3051] 0.0022159927 0.0021594917 0.0021710005 0.0021184064 0.0022015786
## [3056] 0.0022988741 0.0022773544 0.0022378209 0.0022684879 0.0022554416
## [3061] 0.0023759844 0.0023867698 0.0024021706 0.0024153072 0.0023741045
## [3066] 0.0023725182 0.0022773016 0.0023382123 0.0023170251 0.0024203795
## [3071] 0.0024352382 0.0024084766 0.0024228428 0.0023734422 0.0023025620
## [3076] 0.0023168260 0.0022954522 0.0022727937 0.0022542409 0.0022326440
## [3081] 0.0022076124 0.0022006629 0.0022760845 0.0021895667 0.0022141745
## [3086] 0.0022167811 0.0022821875 0.0022551263 0.0022646549 0.0022805585
## [3091] 0.0022658998 0.0023329571 0.0023768337 0.0024067489 0.0024867352
## [3096] 0.0025495230 0.0024795095 0.0024416501 0.0023881572 0.0023681223
## [3101] 0.0023316176 0.0023321737 0.0022733249 0.0022832618 0.0022492917
## [3106] 0.0023312704 0.0023691999 0.0024326225 0.0024634578 0.0025470515
## [3111] 0.0025037752 0.0024708888 0.0025436607 0.0024953765 0.0024889938
## [3116] 0.0024519891 0.0024495485 0.0024259614 0.0024574295 0.0024399979
## [3121] 0.0024138683 0.0024927142 0.0024805186 0.0024673357 0.0024620236
## [3126] 0.0025034193 0.0025093982 0.0024941198 0.0024563538 0.0024358501
## [3131] 0.0024242827 0.0023732618 0.0023848368 0.0023062764 0.0023154641
## [3136] 0.0022145276 0.0022135268 0.0022009774 0.0021652178 0.0021690000
## [3141] 0.0020443641 0.0020916744 0.0020353521 0.0020302688 0.0019636409
## [3146] 0.0019211619 0.0020040328 0.0020026357 0.0019157504 0.0018547934
## [3151] 0.0018897234 0.0018870183 0.0018765587 0.0018389530 0.0017782086
## [3156] 0.0017312989 0.0017981776 0.0017750821 0.0016971154 0.0017976161
## [3161] 0.0018085204 0.0017931086 0.0018414483 0.0019100129 0.0019003149
## [3166] 0.0020103225 0.0019779869 0.0018954961 0.0018896182 0.0018859492
## [3171] 0.0020047942 0.0020104415 0.0020168811 0.0020263658 0.0020109484
## [3176] 0.0020189571 0.0020656820 0.0021919444 0.0022448552 0.0022982688
## [3181] 0.0022338983 0.0022895842 0.0022946002 0.0022017242 0.0022183383
## [3186] 0.0022010609 0.0022632633 0.0022336119 0.0022115729 0.0021521117
## [3191] 0.0021496044 0.0021628194 0.0021234685 0.0021556036 0.0021130636
## [3196] 0.0020548438 0.0021186256 0.0020594081 0.0020646739 0.0020457567
## [3201] 0.0020685120 0.0021477283 0.0022344979 0.0022006302 0.0020558106
## [3206] 0.0021949261 0.0022433187 0.0022575408 0.0022486978 0.0022681945
## [3211] 0.0022704814 0.0022915457 0.0022577324 0.0021881380 0.0022375659
## [3216] 0.0023469584 0.0023165823 0.0022645313 0.0023175700 0.0023003946
## [3221] 0.0021985667 0.0022053339 0.0021765618 0.0021482777 0.0020746628
## [3226] 0.0021710832 0.0021612070 0.0020808369 0.0020863741 0.0021025308
## [3231] 0.0020621245 0.0019230104 0.0018906396 0.0019200313 0.0019227839
## [3236] 0.0019199397 0.0019466513 0.0018803490 0.0019174220 0.0018880123
## [3241] 0.0019185316 0.0019825504 0.0019859223 0.0019537049 0.0019971399
## [3246] 0.0019032872 0.0018718815 0.0018365777 0.0018200586 0.0018723097
## [3251] 0.0018719933 0.0018738555 0.0018803875 0.0018605208 0.0018810093
## [3256] 0.0019470895 0.0018164346 0.0018468907 0.0018650849 0.0018303404
## [3261] 0.0018814863 0.0018632385 0.0018531672 0.0019076574 0.0020232012
## [3266] 0.0020459170 0.0020039860 0.0019425444 0.0019402701 0.0018983115
## [3271] 0.0019011449 0.0019389633 0.0018844177 0.0020254709 0.0020259638
## [3276] 0.0020929687 0.0019894172 0.0020350090 0.0019756246 0.0020342502
## [3281] 0.0020553885 0.0020228325 0.0020919543 0.0020782952 0.0020263683
## [3286] 0.0019608656 0.0018986346 0.0019504347 0.0019491328 0.0019991400
## [3291] 0.0019831289 0.0020126451 0.0020425139 0.0019560200 0.0020343644
## [3296] 0.0020282866 0.0020607644 0.0021084919 0.0021028956 0.0020633110
## [3301] 0.0021165590 0.0020684917 0.0021697905 0.0021560205 0.0022609771
## [3306] 0.0023548182 0.0023536883 0.0023631461 0.0022881690 0.0023191261
## [3311] 0.0023752082 0.0023569918 0.0023151533 0.0022676113 0.0022632585
## [3316] 0.0023083240 0.0022685212 0.0022642208 0.0022022389 0.0022330599
## [3321] 0.0023228494 0.0023966298 0.0024441703 0.0023664046 0.0024065076
## [3326] 0.0024277822 0.0023959517 0.0024012464 0.0023663069 0.0024134029
## [3331] 0.0023589583 0.0022544890 0.0022304306 0.0023076692 0.0022897504
## [3336] 0.0023214248 0.0023774121 0.0023842705 0.0023677889 0.0023378097
## [3341] 0.0023679958 0.0023345177 0.0023252754 0.0023070439 0.0021766531
## [3346] 0.0020920686 0.0021499548 0.0021529601 0.0022090633 0.0023070451
## [3351] 0.0023823922 0.0024352601 0.0024580991 0.0024647638 0.0025506071
## [3356] 0.0025911927 0.0025332073 0.0025211566 0.0023987955 0.0024078901
## [3361] 0.0022694477 0.0023197652 0.0022778452 0.0022230310 0.0022304544
## [3366] 0.0022626291 0.0023113335 0.0023290615 0.0022812451 0.0022002343
## [3371] 0.0021588510 0.0021626620 0.0021348714 0.0021343873 0.0020585968
## [3376] 0.0020858240 0.0020890888 0.0020865222 0.0020828058 0.0021923319
## [3381] 0.0022300817 0.0022886603 0.0022304665 0.0022352526 0.0022943464
## [3386] 0.0022850087 0.0021748266 0.0021817082 0.0020644744 0.0020197556
## [3391] 0.0020949906 0.0021278587 0.0021763889 0.0021997491 0.0021837426
## [3396] 0.0021243791 0.0022373257 0.0022481623 0.0022236992 0.0022580522
## [3401] 0.0023308671 0.0024434514 0.0024120498 0.0023757859 0.0023459063
## [3406] 0.0023259299 0.0023139769 0.0022914956 0.0023740750 0.0023656406
## [3411] 0.0023326002 0.0023637925 0.0024329597 0.0023873862 0.0023677368
## [3416] 0.0023732171 0.0024298153 0.0023989789 0.0023018045 0.0024074026
## [3421] 0.0024982021 0.0024541403 0.0024551074 0.0023415593 0.0023719213
## [3426] 0.0024581089 0.0023858453 0.0023498416 0.0023105186 0.0022672796
## [3431] 0.0021661729 0.0021935793 0.0021140351 0.0021031119 0.0021320901
## [3436] 0.0021210789 0.0021569462 0.0021576011 0.0021210812 0.0021565270
## [3441] 0.0021309736 0.0022233180 0.0022117729 0.0022557325 0.0022646088
## [3446] 0.0020991016 0.0020113212 0.0019813248 0.0019981022 0.0018680221
## [3451] 0.0019287165 0.0019012184 0.0018896915 0.0018170420 0.0017358910
## [3456] 0.0017126929 0.0017638232 0.0016538184 0.0016118588 0.0016417498
## [3461] 0.0016097196 0.0017327658 0.0018088743 0.0018405182 0.0018589934
## [3466] 0.0018930486 0.0018607878 0.0018982921 0.0019954747 0.0020664858
## [3471] 0.0020225082 0.0019531177 0.0019313425 0.0019788543 0.0020621728
## [3476] 0.0019894554 0.0020212437 0.0020362497 0.0021096862 0.0021006388
## [3481] 0.0020764065 0.0020063056 0.0019748699 0.0019314772 0.0020569375
## [3486] 0.0021867453 0.0021957557 0.0021432583 0.0020264935 0.0020530633
## [3491] 0.0019751195 0.0020735088 0.0020354072 0.0020651977 0.0022590831
## [3496] 0.0021761977 0.0021809985 0.0021231994 0.0021397388 0.0020871045
## [3501] 0.0020852095 0.0020647606 0.0020086533 0.0020161929 0.0020659097
## [3506] 0.0021610322 0.0020803190 0.0020616171 0.0021306167 0.0020727695
## [3511] 0.0019373696 0.0018636647 0.0018223373 0.0018316680 0.0017908597
## [3516] 0.0018214154 0.0017858995 0.0018240979 0.0017995683 0.0018613399
## [3521] 0.0018271145 0.0018536205 0.0018033134 0.0018363603 0.0018326865
## [3526] 0.0017516539 0.0017301950 0.0017730276 0.0018170920 0.0018275979
## [3531] 0.0017643915 0.0018121154 0.0018008817 0.0017621121 0.0018519868
## [3536] 0.0018045506 0.0018094625 0.0018571828 0.0018999095 0.0018574835
## [3541] 0.0018267913 0.0018330862 0.0018735320 0.0018803916 0.0019518652
## [3546] 0.0019576789 0.0019271945 0.0019696900 0.0018511919 0.0018571837
## [3551] 0.0018907405 0.0019010703 0.0018362311 0.0018095236 0.0018850286
## [3556] 0.0018382823 0.0017524443 0.0017720659 0.0017405698 0.0017095010
## [3561] 0.0016614049 0.0016550119 0.0017001948 0.0016676001 0.0016383462
## [3566] 0.0016944614 0.0016736678 0.0016662484 0.0016403642 0.0016965214
## [3571] 0.0016492257 0.0016986891 0.0017285894 0.0017034151 0.0017533129
## [3576] 0.0017996749 0.0018361534 0.0019202679 0.0018315648 0.0017727425
## [3581] 0.0016893629 0.0017057252 0.0017904334 0.0018737162 0.0019118892
## [3586] 0.0019468034 0.0019587837 0.0019867874 0.0020268759 0.0019961485
## [3591] 0.0019530566 0.0019491454 0.0019999318 0.0019473741 0.0018421990
## [3596] 0.0018891285 0.0018378130 0.0018263337 0.0018634515 0.0018324088
## [3601] 0.0017939258 0.0018827805 0.0019311337 0.0019422312 0.0019266144
## [3606] 0.0018780298 0.0018139662 0.0018024506 0.0018992257 0.0019140423
## [3611] 0.0019229502 0.0019390077 0.0019122815 0.0018526979 0.0019648858
## [3616] 0.0019583355 0.0019588156 0.0018669223 0.0018550925 0.0018398564
## [3621] 0.0018297845 0.0017385519 0.0018337601 0.0019175928 0.0019561834
## [3626] 0.0019009653 0.0019585813 0.0019665031 0.0019543454 0.0020379330
## [3631] 0.0019935513 0.0019872961 0.0019405334 0.0019404429 0.0018540693
## [3636] 0.0018371285 0.0018818410 0.0019071209 0.0018648623 0.0018922144
## [3641] 0.0017737960 0.0017400937 0.0017702943 0.0017411183 0.0017344132
## [3646] 0.0016590931 0.0016892502 0.0015845419 0.0015728331 0.0015631993
## [3651] 0.0015353570 0.0014938979 0.0015962675 0.0015214543 0.0015335127
## [3656] 0.0014195593 0.0014159338 0.0014275811 0.0013800153 0.0013992933
## [3661] 0.0014139186 0.0014487548 0.0014082260 0.0013603221 0.0012818032
## [3666] 0.0012558909 0.0011975434 0.0012055462 0.0012141423 0.0013257822
## [3671] 0.0012798802 0.0013350550 0.0012996179 0.0012137065 0.0012326728
## [3676] 0.0011920556 0.0011344285 0.0010822731 0.0010883359 0.0010804570
## [3681] 0.0011251246 0.0010771828 0.0010876494 0.0011050335 0.0010623352
## [3686] 0.0010411681 0.0010273002 0.0010690692 0.0011469517 0.0010942253
## [3691] 0.0011515445 0.0011351880 0.0010446609 0.0010480019 0.0010800500
## [3696] 0.0010891090 0.0009754214 0.0009945304 0.0010056110 0.0009993798
## [3701] 0.0009577140 0.0010636898 0.0010643861 0.0010712884 0.0010182839
## [3706] 0.0009730885 0.0008829234 0.0008530969 0.0009165417 0.0010099160
## [3711] 0.0010912107 0.0011514710 0.0011696575 0.0011207821 0.0010931343
## [3716] 0.0009718497 0.0009606375 0.0010314318 0.0010479278 0.0011059230
## [3721] 0.0011331127 0.0010893033 0.0011611105 0.0011628064 0.0011062253
## [3726] 0.0011406392 0.0010759776 0.0010997582 0.0011045460 0.0010786074
## [3731] 0.0010550151 0.0010950928 0.0010529898 0.0010223147 0.0010484185
## [3736] 0.0010300306 0.0010881201 0.0010820888 0.0011127384 0.0011470887
## [3741] 0.0010609871 0.0010087720 0.0010541432 0.0010947612 0.0010349942
## [3746] 0.0009899853 0.0010394836 0.0010106219 0.0010973878 0.0011839316
## [3751] 0.0011532002 0.0011302823 0.0010671634 0.0010787135 0.0010328351
## [3756] 0.0009489866 0.0010556272 0.0011074486 0.0011398356 0.0011192338
## [3761] 0.0011158560 0.0011448210 0.0011063444 0.0011120012 0.0011397240
## [3766] 0.0012275142 0.0012388091 0.0013055550 0.0013193367 0.0012797080
## [3771] 0.0012562221 0.0011743583 0.0012014382 0.0012541396 0.0012566330
## [3776] 0.0012061523 0.0012505208 0.0012393070 0.0012192264 0.0012667623
## [3781] 0.0012384428 0.0012894681 0.0012404279 0.0012414950 0.0012735012
## [3786] 0.0012066192 0.0012183875 0.0012116245 0.0012471386 0.0012104065
## [3791] 0.0012201869 0.0012876659 0.0012881285 0.0013192321 0.0013141833
## [3796] 0.0012650911 0.0012705146 0.0012274113 0.0011158610 0.0011919732
## [3801] 0.0011516343 0.0010737769 0.0011245855 0.0011229956 0.0011055746
## [3806] 0.0010830507 0.0010641034 0.0011172479 0.0011592426 0.0010971123
## [3811] 0.0011243682 0.0011473206 0.0011863869 0.0011037533 0.0010850601
## [3816] 0.0011653372 0.0011874939 0.0011161720 0.0010359614 0.0010565267
## [3821] 0.0010741170 0.0011044407 0.0011273285 0.0011043970 0.0010984961
## [3826] 0.0010914905 0.0010137082 0.0011147530 0.0010575346 0.0010754789
## [3831] 0.0010452209 0.0011324934 0.0011622607 0.0011365421 0.0011486207
## [3836] 0.0011895543 0.0012984676 0.0012827478 0.0012386646 0.0011930707
## [3841] 0.0012922316 0.0011945735 0.0013238628 0.0013289644 0.0013083029
## [3846] 0.0013088226 0.0013635107 0.0013650976 0.0012778977 0.0012824967
## [3851] 0.0012977531 0.0013433069 0.0012832969 0.0011795605 0.0011455157
## [3856] 0.0011124326 0.0010622427 0.0010325274 0.0010086310 0.0009788685
## [3861] 0.0010185610 0.0010617358 0.0010383871 0.0010131472 0.0010200981
## [3866] 0.0010899092 0.0010848427 0.0009883506 0.0009993083 0.0010053307
## [3871] 0.0010732385 0.0010864938 0.0010703755 0.0010507409 0.0010457630
## [3876] 0.0010617608 0.0010781936 0.0011194894 0.0011675151 0.0011433681
## [3881] 0.0010933259 0.0011344551 0.0011324025 0.0011435664 0.0012071895
## [3886] 0.0012879009 0.0012258385 0.0013153178 0.0012673713 0.0012741126
## [3891] 0.0013068248 0.0013100273 0.0013639097 0.0013420381 0.0013863905
## [3896] 0.0013678558 0.0013294440 0.0013825634 0.0012890432 0.0012533949
## [3901] 0.0011810803 0.0011886828 0.0011913277 0.0011316513 0.0011571143
## [3906] 0.0010988199 0.0011215124 0.0011266129 0.0011640038 0.0011116164
## [3911] 0.0011206305 0.0011094283 0.0010439459 0.0010504874 0.0011394589
## [3916] 0.0011179744 0.0011154381 0.0011580551 0.0011609273 0.0012645946
## [3921] 0.0013136520 0.0014373411 0.0014534381 0.0013998161 0.0014206914
## [3926] 0.0013825543 0.0013104158 0.0013127644 0.0013455912 0.0013625288
## [3931] 0.0014037610 0.0014620444 0.0014558468 0.0013378880 0.0013901176
## [3936] 0.0015007643 0.0015022788 0.0014289947 0.0014196194 0.0013781194
## [3941] 0.0013749223 0.0014084509 0.0014389940 0.0014327140 0.0013871018
## [3946] 0.0014203522 0.0014863288 0.0015832865 0.0015535929 0.0015742898
## [3951] 0.0016155136 0.0016058135 0.0016357186 0.0016515737 0.0016469889
## [3956] 0.0016573840 0.0017024493 0.0017133093 0.0016861477 0.0015694410
## [3961] 0.0015345413 0.0015343870 0.0014061429 0.0015241698 0.0014419212
## [3966] 0.0013608285 0.0014338100 0.0013202931 0.0013437942 0.0013267459
## [3971] 0.0013555086 0.0014121829 0.0013622852 0.0013294402 0.0012037838
## [3976] 0.0011787643 0.0012056723 0.0012188429 0.0013227930 0.0013273926
## [3981] 0.0013424140 0.0013728675 0.0013473579 0.0013815812 0.0014238904
## [3986] 0.0014388548 0.0014066332 0.0014124888 0.0014549472 0.0014877325
## [3991] 0.0014561685 0.0014266008 0.0014570322 0.0014987393 0.0014933640
## [3996] 0.0014803525 0.0014297243 0.0014105954 0.0013452883 0.0013236706
## [4001] 0.0017443051 0.0017449082 0.0016979697 0.0017910231 0.0018297757
## [4006] 0.0017830528 0.0018226472 0.0018414303 0.0018497231 0.0018194761
## [4011] 0.0019089282 0.0019439571 0.0019130968 0.0018014624 0.0018586673
## [4016] 0.0018574836 0.0018631175 0.0018918024 0.0019394967 0.0019662273
## [4021] 0.0020172938 0.0020662779 0.0020773953 0.0019963687 0.0020289450
## [4026] 0.0020247902 0.0020124443 0.0019240593 0.0019184873 0.0019455721
## [4031] 0.0020319827 0.0020237417 0.0020183707 0.0020061629 0.0019409348
## [4036] 0.0019059655 0.0018881161 0.0018817618 0.0019376687 0.0019742039
## [4041] 0.0019573937 0.0019586159 0.0019718862 0.0020041421 0.0019648658
## [4046] 0.0019055472 0.0019248350 0.0019705558 0.0019420619 0.0019981070
## [4051] 0.0020170784 0.0019910090 0.0020090816 0.0019538423 0.0020383589
## [4056] 0.0021567759 0.0021293539 0.0020677326 0.0021089105 0.0021184602
## [4061] 0.0022441629 0.0022317919 0.0022752812 0.0022838478 0.0022560056
## [4066] 0.0022573746 0.0021497431 0.0022125994 0.0022284743 0.0023499000
## [4071] 0.0023745517 0.0023252015 0.0023522661 0.0023081420 0.0022345743
## [4076] 0.0022464881 0.0022173597 0.0022341558 0.0022388568 0.0022059852
## [4081] 0.0021868377 0.0021747466 0.0022265897 0.0021557926 0.0021845577
## [4086] 0.0022145365 0.0022670277 0.0022519244 0.0022613808 0.0022839660
## [4091] 0.0022458827 0.0023147079 0.0023773682 0.0024113847 0.0024831602
## [4096] 0.0025183942 0.0024406197 0.0024262879 0.0023711978 0.0023461567
## [4101] 0.0023086085 0.0023062475 0.0022701732 0.0022823364 0.0022453040
## [4106] 0.0023521971 0.0023842215 0.0024318366 0.0024489522 0.0025357034
## [4111] 0.0025102860 0.0024782299 0.0025516716 0.0024998097 0.0025189212
## [4116] 0.0024890692 0.0024977439 0.0024966305 0.0025283889 0.0025236293
## [4121] 0.0025012624 0.0025870841 0.0025898120 0.0025784787 0.0025905113
## [4126] 0.0026250269 0.0026235931 0.0026156968 0.0025783768 0.0025797355
## [4131] 0.0025879454 0.0025503839 0.0025749398 0.0024818334 0.0024910022
## [4136] 0.0024189053 0.0024080134 0.0023664674 0.0023284748 0.0023233894
## [4141] 0.0022078651 0.0022640332 0.0021843697 0.0021441743 0.0020608452
## [4146] 0.0020225416 0.0021168758 0.0021275869 0.0020778097 0.0019967834
## [4151] 0.0020360877 0.0020136427 0.0019911506 0.0019543450 0.0018575411
## [4156] 0.0018091193 0.0018580200 0.0018290717 0.0017609393 0.0018475765
## [4161] 0.0018808608 0.0018654652 0.0019322497 0.0019823242 0.0019520623
## [4166] 0.0020817618 0.0020689778 0.0019869762 0.0019756342 0.0019941733
## [4171] 0.0021038110 0.0021139305 0.0021214512 0.0021167113 0.0021013286
## [4176] 0.0020885017 0.0021255418 0.0022400306 0.0022798663 0.0023567269
## [4181] 0.0023010636 0.0023587635 0.0023681240 0.0022910548 0.0023148791
## [4186] 0.0022990455 0.0023804475 0.0023166383 0.0023182837 0.0022830436
## [4191] 0.0022654668 0.0022851086 0.0022440585 0.0022826966 0.0022247802
## [4196] 0.0021770542 0.0022521473 0.0022036873 0.0022207697 0.0022156607
## [4201] 0.0022532755 0.0023310122 0.0024398517 0.0024400031 0.0023151359
## [4206] 0.0024474628 0.0024850118 0.0025055974 0.0025112124 0.0025326687
## [4211] 0.0025343939 0.0025374576 0.0025027665 0.0024173038 0.0024636966
## [4216] 0.0025324018 0.0025088124 0.0024335129 0.0024972442 0.0025015081
## [4221] 0.0023970117 0.0023987655 0.0023648196 0.0023411276 0.0022808387
## [4226] 0.0023843456 0.0023788136 0.0023181030 0.0023306133 0.0023391769
## [4231] 0.0022937772 0.0021381011 0.0020969527 0.0021218631 0.0021437048
## [4236] 0.0021410370 0.0021670523 0.0021052890 0.0021545672 0.0021564081
## [4241] 0.0021863568 0.0022483724 0.0022528802 0.0022076310 0.0022705766
## [4246] 0.0021390116 0.0021183904 0.0020804565 0.0020665654 0.0021168506
## [4251] 0.0021184436 0.0021551672 0.0021312838 0.0020942987 0.0021317512
## [4256] 0.0022020757 0.0020901093 0.0021270866 0.0021540120 0.0021285397
## [4261] 0.0021824774 0.0022025079 0.0021990940 0.0022482714 0.0023284666
## [4266] 0.0023503234 0.0023403226 0.0022641183 0.0022364841 0.0022032558
## [4271] 0.0021883608 0.0022301352 0.0021769822 0.0023364620 0.0023532126
## [4276] 0.0024049324 0.0022968174 0.0023308782 0.0022546342 0.0023100505
## [4281] 0.0023278292 0.0022996052 0.0023753080 0.0023361645 0.0023184113
## [4286] 0.0022630259 0.0022385121 0.0022864752 0.0023130182 0.0023752151
## [4291] 0.0023356218 0.0023532782 0.0023499993 0.0022773388 0.0023798610
## [4296] 0.0023919346 0.0024318075 0.0024591499 0.0024596312 0.0024305721
## [4301] 0.0024830028 0.0024162251 0.0025328277 0.0025039860 0.0025931676
## [4306] 0.0026870436 0.0026808797 0.0027148723 0.0026675341 0.0027013802
## [4311] 0.0027363203 0.0027247202 0.0026997385 0.0026445610 0.0026390561
## [4316] 0.0027099897 0.0026778644 0.0026748799 0.0025934041 0.0026246795
## [4321] 0.0026845510 0.0027588788 0.0028079231 0.0026952985 0.0027427165
## [4326] 0.0027754407 0.0027499267 0.0027687820 0.0027465981 0.0027882854
## [4331] 0.0027731605 0.0026922812 0.0026903988 0.0027617016 0.0027315952
## [4336] 0.0027679417 0.0028144026 0.0028019385 0.0027800935 0.0027410402
## [4341] 0.0027830581 0.0027389503 0.0027545163 0.0027398973 0.0025904168
## [4346] 0.0025207608 0.0025639836 0.0025566099 0.0026085764 0.0027154142
## [4351] 0.0027840126 0.0028223583 0.0028563342 0.0028361648 0.0029231727
## [4356] 0.0029540472 0.0028837227 0.0028714432 0.0027658219 0.0027492903
## [4361] 0.0026176276 0.0026767055 0.0026464385 0.0026214643 0.0025973458
## [4366] 0.0026429418 0.0026803872 0.0027058890 0.0026674747 0.0025958301
## [4371] 0.0025857456 0.0025944504 0.0025594908 0.0025559138 0.0024899417
## [4376] 0.0024874310 0.0024925959 0.0024816790 0.0024702976 0.0025597711
## [4381] 0.0026173370 0.0026728762 0.0026070639 0.0026213563 0.0026878883
## [4386] 0.0027076392 0.0026104864 0.0026142525 0.0025043924 0.0024535681
## [4391] 0.0025156441 0.0025520695 0.0025968861 0.0026019199 0.0026021641
## [4396] 0.0025478879 0.0026306647 0.0026488283 0.0026080550 0.0026517670
## [4401] 0.0027212647 0.0028238677 0.0027936767 0.0027657137 0.0027511887
## [4406] 0.0027354542 0.0027260422 0.0027082932 0.0028080901 0.0027669559
## [4411] 0.0027526361 0.0027971917 0.0028720991 0.0028248076 0.0027853548
## [4416] 0.0028183808 0.0028872027 0.0028589962 0.0027926800 0.0028901062
## [4421] 0.0029749092 0.0029266243 0.0029235318 0.0028135743 0.0028311062
## [4426] 0.0029168362 0.0028318010 0.0027779075 0.0027433275 0.0027059365
## [4431] 0.0025929309 0.0026098708 0.0025017670 0.0024940273 0.0025315625
## [4436] 0.0025194138 0.0025655083 0.0025500345 0.0025191491 0.0025506302
## [4441] 0.0025330123 0.0026327251 0.0026264317 0.0026947742 0.0026957940
## [4446] 0.0025313416 0.0024610588 0.0024531410 0.0024649270 0.0023292877
## [4451] 0.0023675578 0.0023539849 0.0023166441 0.0022382221 0.0021574094
## [4456] 0.0021466320 0.0021809317 0.0020661116 0.0020270657 0.0020632794
## [4461] 0.0020238116 0.0021383043 0.0022239726 0.0022560587 0.0022536303
## [4466] 0.0022829935 0.0022212502 0.0022526622 0.0023357236 0.0024055834
## [4471] 0.0023719214 0.0022769978 0.0022755853 0.0022804030 0.0023659729
## [4476] 0.0022978152 0.0023352615 0.0023513757 0.0024007435 0.0024020719
## [4481] 0.0023736034 0.0023025862 0.0022700784 0.0022554112 0.0023756736
## [4486] 0.0024966821 0.0024908025 0.0024318348 0.0023436465 0.0023698226
## [4491] 0.0023116417 0.0024153545 0.0023688686 0.0023634049 0.0025664262
## [4496] 0.0024902087 0.0025040241 0.0024537974 0.0024786064 0.0024380428
## [4501] 0.0024251364 0.0024172572 0.0023703030 0.0023772619 0.0024537724
## [4506] 0.0025346733 0.0024424092 0.0024160016 0.0024582464 0.0024029888
## [4511] 0.0022605295 0.0022254956 0.0021793715 0.0021832718 0.0021729134
## [4516] 0.0021804646 0.0021597967 0.0021826554 0.0021603283 0.0022197199
## [4521] 0.0021793567 0.0022064738 0.0021593865 0.0021836169 0.0021765168
## [4526] 0.0021139622 0.0020766949 0.0021345941 0.0021866962 0.0021943129
## [4531] 0.0021593836 0.0022167645 0.0022456306 0.0022268368 0.0023139737
## [4536] 0.0022778882 0.0023029339 0.0023631118 0.0023862573 0.0023876042
## [4541] 0.0023665618 0.0023979024 0.0024331580 0.0024249545 0.0025131462
## [4546] 0.0025029966 0.0024724032 0.0025004206 0.0023684998 0.0023879570
## [4551] 0.0024227978 0.0024012577 0.0023493902 0.0023137381 0.0023829975
## [4556] 0.0023390926 0.0022142284 0.0022595249 0.0022531325 0.0022128156
## [4561] 0.0021495723 0.0021568570 0.0021982676 0.0021788375 0.0021476285
## [4566] 0.0022125379 0.0022294847 0.0022231964 0.0022105513 0.0022591616
## [4571] 0.0022179360 0.0022550405 0.0022965800 0.0022574435 0.0023026024
## [4576] 0.0023726811 0.0024029390 0.0024991184 0.0023971119 0.0023306516
## [4581] 0.0022600834 0.0022654815 0.0023426896 0.0024341461 0.0024692768
## [4586] 0.0025328539 0.0025322662 0.0025515346 0.0025519149 0.0025098425
## [4591] 0.0025104736 0.0024968665 0.0025838482 0.0025300006 0.0024139138
## [4596] 0.0024489704 0.0024039954 0.0023846977 0.0024405568 0.0023902095
## [4601] 0.0023791039 0.0024732037 0.0025000045 0.0025350314 0.0025268260
## [4606] 0.0024548217 0.0023755469 0.0023625050 0.0024744985 0.0024776081
## [4611] 0.0024868072 0.0024877778 0.0024705707 0.0023828476 0.0025375954
## [4616] 0.0025240295 0.0025047636 0.0024254849 0.0023996655 0.0023886362
## [4621] 0.0023788528 0.0022814529 0.0023786093 0.0024655413 0.0024976200
## [4626] 0.0024330796 0.0024637685 0.0024611667 0.0024282573 0.0024999367
## [4631] 0.0024380728 0.0024096291 0.0023879015 0.0023916564 0.0023153962
## [4636] 0.0022528325 0.0022714966 0.0022915261 0.0022454800 0.0022663657
## [4641] 0.0021431290 0.0021222690 0.0021719045 0.0021119691 0.0020944025
## [4646] 0.0020121618 0.0020552730 0.0019722504 0.0019565311 0.0019455545
## [4651] 0.0019481880 0.0019025532 0.0019875481 0.0018952885 0.0019039750
## [4656] 0.0017575537 0.0017622957 0.0017850154 0.0017433861 0.0017838432
## [4661] 0.0017899239 0.0018429325 0.0018013862 0.0017585613 0.0016727206
## [4666] 0.0016646356 0.0015915024 0.0016213099 0.0016228747 0.0017381889
## [4671] 0.0016773815 0.0017372405 0.0016874620 0.0015964455 0.0016208724
## [4676] 0.0015650073 0.0015073310 0.0014672351 0.0014837662 0.0014212406
## [4681] 0.0014759280 0.0014312039 0.0014309138 0.0014348427 0.0014005609
## [4686] 0.0013880585 0.0013657542 0.0014196429 0.0014821646 0.0014349914
## [4691] 0.0014539125 0.0014437938 0.0013393142 0.0012936013 0.0013158289
## [4696] 0.0013199444 0.0011942265 0.0012182615 0.0012538317 0.0012337800
## [4701] 0.0012027555 0.0012851062 0.0012734069 0.0012590578 0.0012093451
## [4706] 0.0011521246 0.0010675468 0.0010448459 0.0011115674 0.0011912914
## [4711] 0.0012659732 0.0013311794 0.0013384907 0.0012718146 0.0012755348
## [4716] 0.0011598601 0.0011651558 0.0012605809 0.0012767083 0.0013215773
## [4721] 0.0013310895 0.0012853734 0.0013812464 0.0013709707 0.0013256850
## [4726] 0.0013257546 0.0012704064 0.0013215033 0.0013296859 0.0013119314
## [4731] 0.0012811899 0.0013233620 0.0012781628 0.0012607300 0.0012659188
## [4736] 0.0012245444 0.0012479728 0.0012357811 0.0012728815 0.0012847499
## [4741] 0.0011790257 0.0011083323 0.0011659465 0.0012183400 0.0011647845
## [4746] 0.0010947939 0.0011283418 0.0011108337 0.0011994779 0.0012812650
## [4751] 0.0011947497 0.0011637169 0.0011176781 0.0011208115 0.0010636501
## [4756] 0.0009744356 0.0010714990 0.0011055136 0.0011258035 0.0011095964
## [4761] 0.0011075145 0.0011261118 0.0010564130 0.0010567919 0.0010936979
## [4766] 0.0011712466 0.0011963696 0.0012454055 0.0012685713 0.0012243371
## [4771] 0.0012133258 0.0011447189 0.0011739292 0.0012525273 0.0012570526
## [4776] 0.0012261734 0.0012917104 0.0012861097 0.0012752959 0.0013226071
## [4781] 0.0012995404 0.0013380256 0.0013228227 0.0013381233 0.0013846541
## [4786] 0.0013163149 0.0013466547 0.0013294876 0.0013698144 0.0013462777
## [4791] 0.0013335712 0.0013848793 0.0013884048 0.0014315896 0.0014237668
## [4796] 0.0013783599 0.0013942208 0.0013372360 0.0012191246 0.0012788988
## [4801] 0.0012429489 0.0011494140 0.0011985742 0.0011800369 0.0011572988
## [4806] 0.0011478806 0.0011209455 0.0011545974 0.0011737094 0.0010949798
## [4811] 0.0011032316 0.0011192898 0.0011450294 0.0010214279 0.0010078957
## [4816] 0.0011052292 0.0011343819 0.0010757648 0.0009976236 0.0010325463
## [4821] 0.0010287220 0.0010631414 0.0010844515 0.0011042931 0.0011135737
## [4826] 0.0011275949 0.0010594268 0.0011750226 0.0011283408 0.0011360811
## [4831] 0.0010964890 0.0011662246 0.0012195289 0.0012115544 0.0012165433
## [4836] 0.0012848441 0.0013880336 0.0014094457 0.0013662795 0.0013174220
## [4841] 0.0014021700 0.0013048890 0.0014623987 0.0014433691 0.0014266876
## [4846] 0.0014218382 0.0014608101 0.0014798183 0.0013670691 0.0013783804
## [4851] 0.0014107184 0.0014419065 0.0014055094 0.0013127235 0.0012956954
## [4856] 0.0012507846 0.0012079610 0.0011492674 0.0011271344 0.0011135084
## [4861] 0.0011476132 0.0011817612 0.0011574196 0.0011538091 0.0011810626
## [4866] 0.0012331171 0.0012231368 0.0011658656 0.0011682277 0.0011758466
## [4871] 0.0012527880 0.0012566499 0.0012375385 0.0012118570 0.0011930427
## [4876] 0.0011879805 0.0011887091 0.0012231391 0.0012569526 0.0012455824
## [4881] 0.0012241277 0.0012547921 0.0012546758 0.0012669311 0.0013202707
## [4886] 0.0014033243 0.0013739787 0.0014569244 0.0014236319 0.0014325804
## [4891] 0.0014272034 0.0014212819 0.0015076945 0.0014811780 0.0015224276
## [4896] 0.0015164393 0.0014745174 0.0015251087 0.0014145617 0.0013933757
## [4901] 0.0013469523 0.0013629019 0.0013714475 0.0013225247 0.0013521109
## [4906] 0.0013163272 0.0013516568 0.0013561324 0.0013627193 0.0013100575
## [4911] 0.0012913099 0.0012770445 0.0012221500 0.0012302268 0.0012992517
## [4916] 0.0012565310 0.0012692816 0.0013066582 0.0013254668 0.0014008709
## [4921] 0.0014154249 0.0015095459 0.0015250064 0.0014896891 0.0015143078
## [4926] 0.0014869442 0.0014249904 0.0014299593 0.0014657062 0.0014852124
## [4931] 0.0015382909 0.0015834773 0.0015532590 0.0014239294 0.0014794910
## [4936] 0.0015940499 0.0016075542 0.0015329365 0.0015208047 0.0014793220
## [4941] 0.0014695161 0.0015090723 0.0015451779 0.0015523765 0.0015102871
## [4946] 0.0015327197 0.0016013423 0.0017084566 0.0016949988 0.0017221409
## [4951] 0.0017959186 0.0017876680 0.0017962075 0.0018211981 0.0018248620
## [4956] 0.0018336318 0.0019002622 0.0019271354 0.0019084246 0.0018117731
## [4961] 0.0017761841 0.0017664575 0.0016453094 0.0017528602 0.0016859360
## [4966] 0.0016500744 0.0017239328 0.0016201113 0.0016506833 0.0016416155
## [4971] 0.0016519998 0.0016804771 0.0016349514 0.0016157409 0.0014894897
## [4976] 0.0014428030 0.0014553250 0.0014745264 0.0015537869 0.0015571172
## [4981] 0.0015899804 0.0015806503 0.0015676294 0.0016010405 0.0016169519
## [4986] 0.0016244762 0.0015824099 0.0015810145 0.0016293558 0.0016679792
## [4991] 0.0016527410 0.0016141103 0.0016257598 0.0016939721 0.0017145904
## [4996] 0.0016982810 0.0016468910 0.0016348454 0.0015666282 0.0015330423
## [5001] 0.0019571101 0.0019595506 0.0019366296 0.0020022692 0.0020068010
## [5006] 0.0019796561 0.0020166359 0.0020468723 0.0020723813 0.0020584942
## [5011] 0.0021424935 0.0021609896 0.0021318000 0.0020213872 0.0020634290
## [5016] 0.0020658872 0.0020737039 0.0021263184 0.0021706453 0.0022074592
## [5021] 0.0022506195 0.0022754908 0.0022651638 0.0021590371 0.0021931480
## [5026] 0.0022056322 0.0022081868 0.0021467414 0.0021235909 0.0021241278
## [5031] 0.0022072950 0.0022145672 0.0022368390 0.0022381083 0.0021746505
## [5036] 0.0021644358 0.0021356795 0.0021308199 0.0022017910 0.0022434146
## [5041] 0.0022340615 0.0022129813 0.0022634098 0.0022740518 0.0022559094
## [5046] 0.0022206517 0.0022480244 0.0022954484 0.0022973210 0.0023483660
## [5051] 0.0023752613 0.0023522729 0.0023827494 0.0023268017 0.0024206920
## [5056] 0.0025144156 0.0025004975 0.0024576671 0.0024945828 0.0025041268
## [5061] 0.0026472889 0.0026401635 0.0026794868 0.0026889446 0.0026291123
## [5066] 0.0026357546 0.0025306174 0.0025946463 0.0026057292 0.0027245737
## [5071] 0.0027439033 0.0026864616 0.0027093722 0.0026458447 0.0025766400
## [5076] 0.0025719623 0.0025623832 0.0025621070 0.0025704020 0.0025314160
## [5081] 0.0025020025 0.0024909973 0.0025383338 0.0024582476 0.0025000135
## [5086] 0.0025079223 0.0025737910 0.0025704068 0.0025959349 0.0026200347
## [5091] 0.0025829009 0.0026516030 0.0027172743 0.0027485381 0.0028522691
## [5096] 0.0028789216 0.0028067892 0.0027756069 0.0026979381 0.0026567207
## [5101] 0.0026145948 0.0026027095 0.0025405158 0.0025568554 0.0025254687
## [5106] 0.0026090237 0.0026416707 0.0026941484 0.0027075993 0.0028059113
## [5111] 0.0027801834 0.0027588570 0.0028323316 0.0027979371 0.0027796121
## [5116] 0.0027553394 0.0027409835 0.0027323417 0.0027570415 0.0027520826
## [5121] 0.0027419875 0.0028085573 0.0027977247 0.0027936317 0.0027881710
## [5126] 0.0028321802 0.0028166214 0.0028195455 0.0027777768 0.0027558168
## [5131] 0.0027593361 0.0027137313 0.0027529764 0.0026581876 0.0026761851
## [5136] 0.0025894883 0.0025936118 0.0025848542 0.0025333291 0.0025275647
## [5141] 0.0024222990 0.0024772156 0.0023873680 0.0023782868 0.0023238779
## [5146] 0.0022823892 0.0023750510 0.0023906478 0.0023499650 0.0022791284
## [5151] 0.0023156847 0.0023041239 0.0022942915 0.0022640853 0.0021880529
## [5156] 0.0021302358 0.0021799722 0.0021392210 0.0020628418 0.0021620042
## [5161] 0.0021811038 0.0021785025 0.0022147917 0.0022664083 0.0022260309
## [5166] 0.0023391126 0.0023341033 0.0022625533 0.0022497540 0.0022625120
## [5171] 0.0023777152 0.0023857336 0.0024037882 0.0023763976 0.0023513816
## [5176] 0.0023519748 0.0023983327 0.0024931423 0.0025411938 0.0026022411
## [5181] 0.0025426880 0.0025756966 0.0025840039 0.0025117741 0.0025506475
## [5186] 0.0025317908 0.0026041517 0.0025443898 0.0025097989 0.0024757626
## [5191] 0.0024584215 0.0024891949 0.0024492172 0.0024980214 0.0024355406
## [5196] 0.0023780981 0.0024442542 0.0023861798 0.0024113576 0.0023977804
## [5201] 0.0024144542 0.0024861044 0.0025569301 0.0025374709 0.0024238629
## [5206] 0.0025472429 0.0025915489 0.0026150519 0.0026109535 0.0026473547
## [5211] 0.0026500394 0.0026776450 0.0026579463 0.0025690046 0.0026211249
## [5216] 0.0027062909 0.0026985173 0.0026190245 0.0026520466 0.0026565734
## [5221] 0.0025599831 0.0025699964 0.0025410573 0.0025269311 0.0024743968
## [5226] 0.0025762633 0.0025480790 0.0024624404 0.0024931495 0.0025146712
## [5231] 0.0024592494 0.0023050205 0.0022880048 0.0023167963 0.0023207554
## [5236] 0.0023194983 0.0023572955 0.0022900076 0.0023535519 0.0023575285
## [5241] 0.0023925502 0.0024241844 0.0024368591 0.0024065310 0.0024604067
## [5246] 0.0023476363 0.0023097843 0.0023046974 0.0023027332 0.0023637786
## [5251] 0.0023854321 0.0024021608 0.0023963476 0.0023906526 0.0024131396
## [5256] 0.0024763915 0.0023621977 0.0024049073 0.0024359218 0.0024108885
## [5261] 0.0024725076 0.0024375329 0.0024189544 0.0024530469 0.0025310242
## [5266] 0.0025574857 0.0025404566 0.0024819990 0.0024674220 0.0024122298
## [5271] 0.0023886820 0.0024034193 0.0023582804 0.0024964169 0.0025170701
## [5276] 0.0025778521 0.0024310484 0.0024446320 0.0023710592 0.0024000305
## [5281] 0.0024164083 0.0023901740 0.0024724898 0.0024302029 0.0023959952
## [5286] 0.0023415408 0.0023228696 0.0023682908 0.0024028267 0.0024610582
## [5291] 0.0024461536 0.0024563250 0.0024511173 0.0023687139 0.0024659233
## [5296] 0.0024756226 0.0025068095 0.0025602510 0.0025617714 0.0025574453
## [5301] 0.0026205961 0.0025574726 0.0026630746 0.0026416024 0.0027329251
## [5306] 0.0028086263 0.0028044508 0.0028488712 0.0027932960 0.0028184144
## [5311] 0.0028714117 0.0028639889 0.0028252824 0.0028033442 0.0028018224
## [5316] 0.0028730565 0.0028354816 0.0028246127 0.0027588573 0.0027716305
## [5321] 0.0028577420 0.0029322693 0.0029858679 0.0028622903 0.0028797628
## [5326] 0.0029167213 0.0028970437 0.0028994889 0.0028474757 0.0028758489
## [5331] 0.0028664207 0.0027753765 0.0027549871 0.0028357993 0.0027941280
## [5336] 0.0028440005 0.0028964433 0.0028984948 0.0028735950 0.0028627696
## [5341] 0.0028966493 0.0028417220 0.0028544312 0.0028295767 0.0027069089
## [5346] 0.0026379467 0.0026746268 0.0026735522 0.0027093134 0.0028182600
## [5351] 0.0028878388 0.0029318182 0.0029515674 0.0029494435 0.0030556970
## [5356] 0.0030811447 0.0030032490 0.0029890647 0.0028629783 0.0028576405
## [5361] 0.0027121017 0.0028059728 0.0027819861 0.0027789777 0.0027695635
## [5366] 0.0027870853 0.0028272057 0.0028594540 0.0028280599 0.0027603209
## [5371] 0.0027359931 0.0027364500 0.0026867554 0.0026667396 0.0026214107
## [5376] 0.0026190261 0.0026254725 0.0025998995 0.0025816618 0.0026748200
## [5381] 0.0027248690 0.0027755136 0.0027219727 0.0027375995 0.0028143060
## [5386] 0.0028097321 0.0026976303 0.0027432826 0.0026422771 0.0025980645
## [5391] 0.0026685853 0.0027173569 0.0027923234 0.0028167790 0.0028058120
## [5396] 0.0027573227 0.0028461412 0.0028496929 0.0028093647 0.0028558297
## [5401] 0.0029124378 0.0030099231 0.0029990965 0.0029851712 0.0029625021
## [5406] 0.0029282730 0.0029088864 0.0029015219 0.0029824469 0.0029347010
## [5411] 0.0028974657 0.0029327592 0.0029812290 0.0029428401 0.0029139756
## [5416] 0.0029485558 0.0030101968 0.0029813900 0.0029189046 0.0030119515
## [5421] 0.0030870486 0.0030540814 0.0030519546 0.0029483869 0.0029892260
## [5426] 0.0030905763 0.0029848407 0.0029479706 0.0029168138 0.0028870863
## [5431] 0.0027809876 0.0028027398 0.0027197406 0.0027063379 0.0027448768
## [5436] 0.0027645344 0.0028263179 0.0028115517 0.0027656009 0.0027860977
## [5441] 0.0027652526 0.0028478382 0.0028575989 0.0028947771 0.0029130187
## [5446] 0.0027491406 0.0026710395 0.0026624296 0.0026668856 0.0025392796
## [5451] 0.0025901243 0.0025492122 0.0025124059 0.0024102856 0.0023230891
## [5456] 0.0023522610 0.0023803200 0.0022790783 0.0022253523 0.0022575398
## [5461] 0.0022232913 0.0023337091 0.0023822127 0.0024112478 0.0024074378
## [5466] 0.0024187534 0.0023715430 0.0024004775 0.0024814882 0.0025344662
## [5471] 0.0024957113 0.0023897833 0.0023921145 0.0024169745 0.0025091550
## [5476] 0.0024454764 0.0024629363 0.0024865815 0.0025592303 0.0025568967
## [5481] 0.0025360275 0.0024669044 0.0024439517 0.0024223083 0.0025530134
## [5486] 0.0026934614 0.0026637276 0.0026140228 0.0025146476 0.0025284915
## [5491] 0.0024742946 0.0025982961 0.0025575239 0.0025652684 0.0027742148
## [5496] 0.0027180620 0.0027510106 0.0026785686 0.0027101649 0.0026807628
## [5501] 0.0026969109 0.0026908444 0.0026104831 0.0026094602 0.0026723430
## [5506] 0.0027450884 0.0026703447 0.0026591376 0.0027337729 0.0026841355
## [5511] 0.0025458332 0.0025066303 0.0024590736 0.0024645688 0.0024449031
## [5516] 0.0024442512 0.0024383378 0.0024601501 0.0024533266 0.0025115054
## [5521] 0.0024733822 0.0024961328 0.0024448208 0.0024648463 0.0024641500
## [5526] 0.0023585744 0.0023331607 0.0023704007 0.0024009600 0.0024185454
## [5531] 0.0023607094 0.0024341531 0.0024537039 0.0024244406 0.0025154869
## [5536] 0.0024859213 0.0025093884 0.0025863340 0.0026021878 0.0025564488
## [5541] 0.0025417844 0.0025536135 0.0025838692 0.0025874044 0.0026632091
## [5546] 0.0026708026 0.0026330415 0.0026566180 0.0025427837 0.0025604095
## [5551] 0.0025945919 0.0025945639 0.0025473380 0.0025203317 0.0026085250
## [5556] 0.0025527677 0.0024275261 0.0024825904 0.0024576190 0.0024095748
## [5561] 0.0023666358 0.0023637018 0.0024147492 0.0023655275 0.0023387922
## [5566] 0.0024064164 0.0023937252 0.0023886731 0.0023527321 0.0024236134
## [5571] 0.0023863810 0.0024475272 0.0024850615 0.0024563777 0.0025147631
## [5576] 0.0025662765 0.0026184207 0.0027207384 0.0026067363 0.0025501917
## [5581] 0.0024836319 0.0024872375 0.0025671770 0.0026411312 0.0026569564
## [5586] 0.0026812932 0.0026866946 0.0027072264 0.0027221797 0.0026845981
## [5591] 0.0026920382 0.0026901669 0.0027693929 0.0026978809 0.0025862960
## [5596] 0.0026320930 0.0025944328 0.0025730934 0.0026274073 0.0025816811
## [5601] 0.0025569470 0.0026379955 0.0026617660 0.0026850645 0.0026865002
## [5606] 0.0026223739 0.0025364679 0.0025205291 0.0026210391 0.0026374926
## [5611] 0.0026500556 0.0026718631 0.0026512818 0.0025815671 0.0027186538
## [5616] 0.0026884039 0.0026708592 0.0025582694 0.0025585383 0.0025319303
## [5621] 0.0025065964 0.0024269798 0.0025356160 0.0026464153 0.0026726908
## [5626] 0.0026127281 0.0026673334 0.0026568997 0.0026452187 0.0027180242
## [5631] 0.0026553671 0.0026323946 0.0025738618 0.0025663692 0.0024682548
## [5636] 0.0024360515 0.0024986508 0.0025168967 0.0024741228 0.0024858752
## [5641] 0.0023927849 0.0023711102 0.0023938791 0.0023552313 0.0023670956
## [5646] 0.0022880440 0.0023287388 0.0022161004 0.0021991436 0.0021883067
## [5651] 0.0021959884 0.0021544072 0.0022442744 0.0021579604 0.0021660387
## [5656] 0.0020285966 0.0020346831 0.0020463037 0.0020071868 0.0020437226
## [5661] 0.0020541136 0.0020990813 0.0020812862 0.0020288553 0.0019477092
## [5666] 0.0019158483 0.0018369097 0.0018480017 0.0018579557 0.0019633264
## [5671] 0.0019248288 0.0019831398 0.0019657755 0.0019169856 0.0019506583
## [5676] 0.0018895184 0.0018446449 0.0018030174 0.0018105755 0.0017619467
## [5681] 0.0018121755 0.0017530216 0.0017558813 0.0017422642 0.0016902861
## [5686] 0.0016682481 0.0016393357 0.0016973538 0.0017664978 0.0017285881
## [5691] 0.0017607350 0.0017685918 0.0016885926 0.0016457390 0.0016575106
## [5696] 0.0016488384 0.0015209400 0.0015444234 0.0015694570 0.0015498125
## [5701] 0.0015217119 0.0016181315 0.0016138817 0.0016155236 0.0015733147
## [5706] 0.0014998604 0.0014528898 0.0014359154 0.0015018083 0.0015862438
## [5711] 0.0016551076 0.0017236477 0.0016980850 0.0016559622 0.0016283143
## [5716] 0.0015126656 0.0014792434 0.0015420573 0.0015357468 0.0015653487
## [5721] 0.0015932379 0.0015603074 0.0016337301 0.0016255924 0.0015647347
## [5726] 0.0015751465 0.0015179460 0.0015421235 0.0015637535 0.0015430700
## [5731] 0.0015119065 0.0015600481 0.0015075957 0.0014731440 0.0014920159
## [5736] 0.0014653433 0.0015123299 0.0015053638 0.0015437393 0.0015711056
## [5741] 0.0014679131 0.0014120493 0.0014830069 0.0015102419 0.0014841822
## [5746] 0.0014233519 0.0014657671 0.0014415910 0.0015185945 0.0016060920
## [5751] 0.0015314079 0.0014899057 0.0014236772 0.0014578217 0.0013915948
## [5756] 0.0013032776 0.0013684373 0.0014153989 0.0014621598 0.0014177911
## [5761] 0.0014200963 0.0014431482 0.0013836957 0.0013785759 0.0013909776
## [5766] 0.0014608563 0.0014834832 0.0015426133 0.0015296413 0.0014795775
## [5771] 0.0014578172 0.0013860641 0.0014335181 0.0014954193 0.0014972324
## [5776] 0.0014374910 0.0014668590 0.0014930844 0.0014876812 0.0015282944
## [5781] 0.0014988928 0.0015367495 0.0014874175 0.0015073830 0.0015689029
## [5786] 0.0014999255 0.0015207117 0.0015229633 0.0015500288 0.0015069837
## [5791] 0.0015120104 0.0015859067 0.0016115756 0.0016572552 0.0016532925
## [5796] 0.0016062974 0.0016196210 0.0015637588 0.0014355084 0.0014738719
## [5801] 0.0014267643 0.0013493579 0.0013882875 0.0013848095 0.0013630659
## [5806] 0.0013629842 0.0013321590 0.0013717856 0.0014064727 0.0013297441
## [5811] 0.0013768280 0.0014182000 0.0014557794 0.0013320985 0.0013246699
## [5816] 0.0014171162 0.0014429993 0.0013632146 0.0012903766 0.0012858401
## [5821] 0.0012563594 0.0012904971 0.0013080129 0.0013096562 0.0013235574
## [5826] 0.0013533411 0.0012995842 0.0014066559 0.0013419052 0.0013358167
## [5831] 0.0013003912 0.0013888570 0.0014339498 0.0014046414 0.0014180547
## [5836] 0.0014821513 0.0015887899 0.0016073796 0.0015617778 0.0015244271
## [5841] 0.0016227619 0.0015274169 0.0016689426 0.0016752745 0.0016395714
## [5846] 0.0016475456 0.0016848871 0.0017049932 0.0016217812 0.0016374354
## [5851] 0.0016390091 0.0016661754 0.0016052421 0.0015075213 0.0015009704
## [5856] 0.0014662644 0.0014131323 0.0013762942 0.0013669787 0.0013557350
## [5861] 0.0013909832 0.0014282154 0.0013796854 0.0013740119 0.0013961804
## [5866] 0.0014475109 0.0014401350 0.0013853890 0.0013940555 0.0013966388
## [5871] 0.0014670220 0.0014929548 0.0014684721 0.0014518702 0.0014266959
## [5876] 0.0014226517 0.0014310421 0.0014847648 0.0015205760 0.0015108823
## [5881] 0.0014496969 0.0014902957 0.0014979166 0.0015099333 0.0015642862
## [5886] 0.0016574558 0.0016178704 0.0017012575 0.0016712448 0.0016990262
## [5891] 0.0017174976 0.0017112110 0.0017774844 0.0017541650 0.0017653018
## [5896] 0.0017720218 0.0017243490 0.0017845261 0.0016890789 0.0016916975
## [5901] 0.0016224552 0.0016221768 0.0016428298 0.0016254028 0.0016560874
## [5906] 0.0016137252 0.0016417885 0.0016493571 0.0016795155 0.0016593234
## [5911] 0.0016773983 0.0016638617 0.0015815416 0.0015807447 0.0016596704
## [5916] 0.0016182725 0.0016067829 0.0016230154 0.0016265418 0.0017082806
## [5921] 0.0017297314 0.0018269235 0.0018416202 0.0017924033 0.0018137537
## [5926] 0.0017772278 0.0017436578 0.0017454593 0.0017903527 0.0018216342
## [5931] 0.0018530963 0.0018803430 0.0018825464 0.0017645729 0.0017942695
## [5936] 0.0018986627 0.0018988206 0.0018270799 0.0018006102 0.0017518612
## [5941] 0.0017406175 0.0017714993 0.0018155712 0.0018222326 0.0017712510
## [5946] 0.0018080114 0.0018817893 0.0019924148 0.0019602333 0.0019720691
## [5951] 0.0020451547 0.0020444331 0.0020703364 0.0020753582 0.0020807365
## [5956] 0.0020685482 0.0021107799 0.0021183555 0.0020991924 0.0019940933
## [5961] 0.0019504078 0.0019355348 0.0018087557 0.0019181182 0.0018453009
## [5966] 0.0017856558 0.0018552534 0.0017413044 0.0017610292 0.0017473305
## [5971] 0.0017545941 0.0018056766 0.0017681287 0.0017178770 0.0015853893
## [5976] 0.0015480386 0.0015542672 0.0015593218 0.0016420055 0.0016702224
## [5981] 0.0016817110 0.0016801392 0.0016523563 0.0016813651 0.0017195394
## [5986] 0.0017260135 0.0016789641 0.0016895189 0.0017435391 0.0017777281
## [5991] 0.0017562871 0.0017303912 0.0017589519 0.0018104460 0.0018126703
## [5996] 0.0018103567 0.0017727528 0.0017482296 0.0016817609 0.0016473428
## [6001] 0.0020617624 0.0020822286 0.0020638149 0.0021421959 0.0021611835
## [6006] 0.0021155226 0.0021452581 0.0021653633 0.0021883216 0.0021713731
## [6011] 0.0022575142 0.0022809268 0.0022638872 0.0021594967 0.0022124187
## [6016] 0.0021968954 0.0021979413 0.0022302849 0.0022546969 0.0022743393
## [6021] 0.0023205431 0.0023503711 0.0023714003 0.0022688268 0.0023072312
## [6026] 0.0023192863 0.0023029744 0.0022263885 0.0022096477 0.0022307969
## [6031] 0.0023080267 0.0023220429 0.0023342306 0.0023351443 0.0022800131
## [6036] 0.0022672791 0.0022414605 0.0022414134 0.0022802739 0.0023203613
## [6041] 0.0022967534 0.0022798468 0.0023227040 0.0023674822 0.0023379187
## [6046] 0.0022903040 0.0023066516 0.0023477781 0.0023535238 0.0023797830
## [6051] 0.0024073859 0.0023672030 0.0023764948 0.0023155488 0.0023748834
## [6056] 0.0024838549 0.0024505031 0.0023839478 0.0024104309 0.0023724933
## [6061] 0.0024968310 0.0024980565 0.0025316982 0.0025488866 0.0025221505
## [6066] 0.0025417077 0.0024459169 0.0025333310 0.0025462858 0.0026619751
## [6071] 0.0026760025 0.0026355361 0.0026610372 0.0026239064 0.0025681313
## [6076] 0.0025877073 0.0025690154 0.0025716927 0.0025662714 0.0025199283
## [6081] 0.0024873341 0.0024808060 0.0025431016 0.0024702084 0.0024916296
## [6086] 0.0025108949 0.0025588808 0.0025636202 0.0025898081 0.0025925189
## [6091] 0.0025724041 0.0026266084 0.0027068925 0.0027531008 0.0028448579
## [6096] 0.0028912948 0.0028193492 0.0027940359 0.0027337345 0.0027113660
## [6101] 0.0026664526 0.0026481675 0.0026026143 0.0026119147 0.0025800903
## [6106] 0.0026673897 0.0026961456 0.0027080150 0.0027370190 0.0028552275
## [6111] 0.0028328274 0.0028140643 0.0028783754 0.0028367082 0.0028229283
## [6116] 0.0028085634 0.0027772489 0.0027746986 0.0028069983 0.0027708297
## [6121] 0.0027510284 0.0028331015 0.0028236382 0.0028133805 0.0028163282
## [6126] 0.0028651250 0.0028694406 0.0028436240 0.0028097061 0.0027745321
## [6131] 0.0027543329 0.0027158942 0.0027439937 0.0026593507 0.0026745796
## [6136] 0.0025836391 0.0025679371 0.0025338927 0.0025127354 0.0025278803
## [6141] 0.0024257802 0.0024766611 0.0023833596 0.0023672454 0.0023333508
## [6146] 0.0023107939 0.0024369354 0.0024221129 0.0023507542 0.0022695730
## [6151] 0.0023048681 0.0023083648 0.0022914994 0.0022552317 0.0021704884
## [6156] 0.0021257900 0.0021820764 0.0021408775 0.0020765720 0.0021829592
## [6161] 0.0022010130 0.0021960427 0.0022514668 0.0023068537 0.0022738698
## [6166] 0.0024080228 0.0024139485 0.0023281348 0.0023143163 0.0023261564
## [6171] 0.0024408280 0.0024495945 0.0024582370 0.0024550602 0.0024405127
## [6176] 0.0024272733 0.0024569844 0.0025661122 0.0026132641 0.0026791623
## [6181] 0.0026099488 0.0026694177 0.0026784715 0.0026068909 0.0026363055
## [6186] 0.0026326551 0.0026873948 0.0026452074 0.0026264037 0.0025652756
## [6191] 0.0025566357 0.0025755542 0.0025440500 0.0025877729 0.0025004906
## [6196] 0.0024453903 0.0025355797 0.0024599636 0.0024574889 0.0024425386
## [6201] 0.0024766917 0.0025641598 0.0026542903 0.0026332033 0.0025110676
## [6206] 0.0026280300 0.0026638817 0.0026949114 0.0026868810 0.0027075272
## [6211] 0.0026992762 0.0026931677 0.0026795182 0.0026164376 0.0026843542
## [6216] 0.0027807662 0.0027741558 0.0027124176 0.0027445125 0.0027442937
## [6221] 0.0026452901 0.0026622985 0.0026530396 0.0026438186 0.0025789218
## [6226] 0.0026718932 0.0026549806 0.0025623213 0.0025658777 0.0025905210
## [6231] 0.0025498475 0.0024173493 0.0023850025 0.0024043608 0.0023958642
## [6236] 0.0023895290 0.0024118484 0.0023385994 0.0023889802 0.0024026407
## [6241] 0.0024465662 0.0025012891 0.0025194431 0.0024815472 0.0025546542
## [6246] 0.0024527624 0.0024289013 0.0024334532 0.0024018022 0.0024483110
## [6251] 0.0024584381 0.0024570569 0.0024385083 0.0024299998 0.0024668534
## [6256] 0.0025252849 0.0023990356 0.0024359369 0.0024718357 0.0024586572
## [6261] 0.0025164195 0.0024972668 0.0024882546 0.0025358548 0.0026388312
## [6266] 0.0026422256 0.0026133238 0.0025616778 0.0025526445 0.0025347449
## [6271] 0.0025311995 0.0025592839 0.0025009358 0.0026115878 0.0026081758
## [6276] 0.0026605208 0.0025445934 0.0026019548 0.0025401830 0.0026072910
## [6281] 0.0026235090 0.0026059187 0.0026757289 0.0026486041 0.0026383515
## [6286] 0.0025641763 0.0025281830 0.0025840591 0.0025972124 0.0026389525
## [6291] 0.0026309112 0.0026613684 0.0026733315 0.0025818440 0.0026666365
## [6296] 0.0026622463 0.0027083117 0.0027767083 0.0027634884 0.0027416755
## [6301] 0.0027890813 0.0027273953 0.0028281575 0.0028169857 0.0029023876
## [6306] 0.0029746215 0.0029764231 0.0029821078 0.0029129498 0.0029296627
## [6311] 0.0030051727 0.0030267575 0.0029971313 0.0029614990 0.0029564609
## [6316] 0.0030036325 0.0029892799 0.0029794939 0.0028972403 0.0029277514
## [6321] 0.0029892883 0.0030950620 0.0031470418 0.0030301042 0.0030642608
## [6326] 0.0030857864 0.0030520756 0.0030798097 0.0030271694 0.0030865404
## [6331] 0.0030876275 0.0030070990 0.0029956148 0.0030743941 0.0030609283
## [6336] 0.0030931994 0.0031421776 0.0031339593 0.0031233199 0.0030885692
## [6341] 0.0031231190 0.0030654707 0.0030659806 0.0030504239 0.0029174863
## [6346] 0.0028468799 0.0028910065 0.0028852887 0.0029273224 0.0030438775
## [6351] 0.0031125895 0.0031624355 0.0031755394 0.0031482850 0.0032305065
## [6356] 0.0032704784 0.0032040186 0.0032022664 0.0030967067 0.0030971202
## [6361] 0.0029542389 0.0030354262 0.0030081519 0.0029655061 0.0029521326
## [6366] 0.0029811379 0.0030238131 0.0030734039 0.0030472388 0.0029722304
## [6371] 0.0029591927 0.0029816286 0.0029250123 0.0029194596 0.0028562505
## [6376] 0.0028254627 0.0028458176 0.0028382308 0.0028410823 0.0029406785
## [6381] 0.0029883594 0.0030398896 0.0029865357 0.0029960102 0.0030647750
## [6386] 0.0030761168 0.0029636538 0.0029870370 0.0028688042 0.0028298648
## [6391] 0.0028997644 0.0029087496 0.0029759092 0.0029989623 0.0029890634
## [6396] 0.0029270806 0.0030277990 0.0030160297 0.0029643630 0.0029951189
## [6401] 0.0030510234 0.0031605874 0.0031169986 0.0031088654 0.0031007318
## [6406] 0.0030788277 0.0030466502 0.0030311225 0.0031225972 0.0030908171
## [6411] 0.0030573476 0.0030911308 0.0031422434 0.0031078080 0.0030888686
## [6416] 0.0031218922 0.0031611930 0.0031476153 0.0030722238 0.0031787720
## [6421] 0.0032503735 0.0032159297 0.0032148596 0.0031199464 0.0031560536
## [6426] 0.0032481254 0.0031455190 0.0031119003 0.0030655113 0.0030321648
## [6431] 0.0029133016 0.0029176294 0.0028362313 0.0028273956 0.0028437811
## [6436] 0.0028301678 0.0028968932 0.0028913079 0.0028689132 0.0029004481
## [6441] 0.0028821618 0.0029848827 0.0029992487 0.0030568832 0.0030675177
## [6446] 0.0029103785 0.0028146640 0.0028037474 0.0027933482 0.0026631112
## [6451] 0.0027117052 0.0026721313 0.0026207550 0.0025354216 0.0024801182
## [6456] 0.0024660018 0.0024997613 0.0023973505 0.0023354031 0.0023757638
## [6461] 0.0023388831 0.0024457826 0.0025177170 0.0025436778 0.0025436199
## [6466] 0.0025461816 0.0025111110 0.0025588197 0.0026305697 0.0027007970
## [6471] 0.0026423909 0.0025684350 0.0025774991 0.0026235156 0.0026962608
## [6476] 0.0026105381 0.0026087869 0.0025941606 0.0026439158 0.0026417485
## [6481] 0.0026258473 0.0025737933 0.0025365486 0.0025150413 0.0026329339
## [6486] 0.0027786907 0.0027658672 0.0027114211 0.0026030822 0.0026280958
## [6491] 0.0025705773 0.0026916029 0.0026490002 0.0026652590 0.0028531759
## [6496] 0.0027904550 0.0028216166 0.0027610599 0.0027717257 0.0027189535
## [6501] 0.0027140909 0.0027020518 0.0026373307 0.0026558473 0.0027016195
## [6506] 0.0027974557 0.0027195786 0.0027237767 0.0028037303 0.0027492995
## [6511] 0.0026055323 0.0025591246 0.0025126619 0.0025266990 0.0024998339
## [6516] 0.0025088375 0.0024856938 0.0025105807 0.0024846285 0.0025583536
## [6521] 0.0025348495 0.0025649331 0.0025285275 0.0025223034 0.0025225623
## [6526] 0.0024344306 0.0024248994 0.0024713914 0.0025094305 0.0025216427
## [6531] 0.0024572865 0.0025469152 0.0025470384 0.0025185056 0.0026019859
## [6536] 0.0025853333 0.0026032334 0.0026440574 0.0026712181 0.0026429066
## [6541] 0.0026372058 0.0026561000 0.0026855543 0.0027000282 0.0027714340
## [6546] 0.0027766901 0.0027443431 0.0027898257 0.0026826563 0.0027122017
## [6551] 0.0027215135 0.0027166792 0.0026649667 0.0026373270 0.0027115306
## [6556] 0.0026808964 0.0025546456 0.0026167584 0.0025871160 0.0025645575
## [6561] 0.0025128134 0.0025092967 0.0025501970 0.0025151249 0.0024944629
## [6566] 0.0025457042 0.0025232774 0.0025148087 0.0024867783 0.0025259344
## [6571] 0.0024743983 0.0025262858 0.0025680648 0.0025412695 0.0025792395
## [6576] 0.0026305764 0.0026510969 0.0027592173 0.0026626884 0.0025993113
## [6581] 0.0025348427 0.0025455244 0.0026333549 0.0027249732 0.0027303810
## [6586] 0.0027711319 0.0027513124 0.0027621750 0.0027800969 0.0027453631
## [6591] 0.0027379705 0.0027385005 0.0028331625 0.0027817790 0.0026726825
## [6596] 0.0027328261 0.0026931140 0.0026666670 0.0027088951 0.0026646347
## [6601] 0.0026497865 0.0027194712 0.0027571597 0.0027988227 0.0027787151
## [6606] 0.0027283537 0.0026510234 0.0026453183 0.0027451419 0.0027531954
## [6611] 0.0027508741 0.0027456870 0.0027188413 0.0026449327 0.0027988140
## [6616] 0.0027744627 0.0027530969 0.0026649123 0.0026604488 0.0026460030
## [6621] 0.0026383220 0.0025409331 0.0026427523 0.0027244513 0.0027632905
## [6626] 0.0027089135 0.0027649479 0.0027498842 0.0027136663 0.0027862964
## [6631] 0.0027225223 0.0027121887 0.0026722449 0.0026625385 0.0025700384
## [6636] 0.0025320818 0.0025641078 0.0025987625 0.0025323034 0.0025605915
## [6641] 0.0024156061 0.0023775417 0.0024183716 0.0023785694 0.0023762648
## [6646] 0.0022915897 0.0023248348 0.0022447194 0.0022197787 0.0021973958
## [6651] 0.0022034662 0.0021486452 0.0022418619 0.0021541075 0.0021636231
## [6656] 0.0020388474 0.0020276200 0.0020476858 0.0020039626 0.0020337383
## [6661] 0.0020564099 0.0021039984 0.0020711840 0.0020192317 0.0019361868
## [6666] 0.0019213695 0.0018599996 0.0018789856 0.0018823514 0.0019837386
## [6671] 0.0019209503 0.0019669120 0.0019467427 0.0018852691 0.0019020479
## [6676] 0.0018336462 0.0017681708 0.0017415204 0.0017592665 0.0017147907
## [6681] 0.0017689168 0.0016983428 0.0017221333 0.0017404790 0.0016887129
## [6686] 0.0016628577 0.0016438860 0.0016862518 0.0017433892 0.0016875090
## [6691] 0.0017479956 0.0017229731 0.0016413403 0.0016047355 0.0016202777
## [6696] 0.0016219068 0.0015091355 0.0015168328 0.0015544148 0.0015316688
## [6701] 0.0014911749 0.0015772260 0.0015806275 0.0015740304 0.0015064502
## [6706] 0.0014471414 0.0013701656 0.0013398439 0.0014209318 0.0015075389
## [6711] 0.0015709370 0.0016342725 0.0016411234 0.0015778698 0.0015712693
## [6716] 0.0014515368 0.0014461200 0.0015230154 0.0015217817 0.0015659643
## [6721] 0.0015923397 0.0015508282 0.0016325628 0.0016192082 0.0015749357
## [6726] 0.0015751404 0.0015082825 0.0015540410 0.0015765062 0.0015493822
## [6731] 0.0015303891 0.0015508281 0.0015069918 0.0014551859 0.0014764959
## [6736] 0.0014422344 0.0014860988 0.0014811348 0.0015425551 0.0015717828
## [6741] 0.0014469817 0.0013830371 0.0014530262 0.0014970145 0.0014649618
## [6746] 0.0014247949 0.0014897383 0.0014459164 0.0015184841 0.0015891527
## [6751] 0.0015221024 0.0014869566 0.0014232380 0.0014448660 0.0013909089
## [6756] 0.0012919051 0.0013787067 0.0014215521 0.0014433891 0.0014077645
## [6761] 0.0013845188 0.0014107201 0.0013675894 0.0013851776 0.0013963346
## [6766] 0.0014832167 0.0015098799 0.0015773044 0.0015760004 0.0015255273
## [6771] 0.0014989528 0.0014165276 0.0014624401 0.0015131483 0.0015044651
## [6776] 0.0014498956 0.0015080653 0.0015186591 0.0014957431 0.0015528009
## [6781] 0.0015152581 0.0015584436 0.0015303249 0.0015604672 0.0016114648
## [6786] 0.0015588436 0.0015991147 0.0016073969 0.0016623228 0.0016248972
## [6791] 0.0016008537 0.0016680957 0.0016626573 0.0016836670 0.0016664504
## [6796] 0.0016186958 0.0016105219 0.0015460389 0.0014252703 0.0014755704
## [6801] 0.0014254924 0.0013385588 0.0013922701 0.0013950354 0.0013767160
## [6806] 0.0013871489 0.0013658744 0.0014196236 0.0014349420 0.0013613895
## [6811] 0.0013836393 0.0014092100 0.0014463300 0.0013421207 0.0013502431
## [6816] 0.0014409927 0.0014652898 0.0013722928 0.0013035320 0.0013168268
## [6821] 0.0013054842 0.0013409704 0.0013393665 0.0013361137 0.0013522565
## [6826] 0.0013644522 0.0013051295 0.0014033247 0.0013557857 0.0013707698
## [6831] 0.0013477156 0.0014161469 0.0014577184 0.0014459789 0.0014631026
## [6836] 0.0015367703 0.0016523604 0.0016640743 0.0016105834 0.0015549093
## [6841] 0.0016695168 0.0015733385 0.0017200613 0.0017042556 0.0016805729
## [6846] 0.0016907330 0.0017418721 0.0017608827 0.0016943190 0.0017096504
## [6851] 0.0017528684 0.0017590869 0.0017109170 0.0016049485 0.0016133567
## [6856] 0.0015847064 0.0015676019 0.0015478365 0.0015164076 0.0015040972
## [6861] 0.0015361292 0.0015703090 0.0015279916 0.0015274435 0.0015368713
## [6866] 0.0015925738 0.0015795971 0.0015109653 0.0015147978 0.0015323265
## [6871] 0.0016303743 0.0016417500 0.0016309398 0.0016198771 0.0015992596
## [6876] 0.0015991416 0.0016168012 0.0016434817 0.0016507345 0.0016439680
## [6881] 0.0015937128 0.0016249357 0.0016088758 0.0016273960 0.0016682865
## [6886] 0.0017361501 0.0017158644 0.0017898111 0.0017368083 0.0017668320
## [6891] 0.0017769413 0.0017535062 0.0018139541 0.0017784142 0.0018133142
## [6896] 0.0018140246 0.0017586423 0.0018208979 0.0017253755 0.0016982970
## [6901] 0.0016206622 0.0016276340 0.0016269074 0.0015707570 0.0015970697
## [6906] 0.0015542236 0.0015838454 0.0015794230 0.0016118170 0.0015577623
## [6911] 0.0015692543 0.0015369496 0.0014681266 0.0014615752 0.0015639226
## [6916] 0.0015386998 0.0015300407 0.0015749023 0.0015801603 0.0016616994
## [6921] 0.0016918334 0.0018157703 0.0018214439 0.0017794362 0.0018108116
## [6926] 0.0017637312 0.0017442550 0.0017488393 0.0017856542 0.0017997290
## [6931] 0.0018358884 0.0018835659 0.0018714056 0.0017560500 0.0017905890
## [6936] 0.0018883939 0.0019128585 0.0018450990 0.0018235992 0.0017818383
## [6941] 0.0017722813 0.0018083699 0.0018468717 0.0018595349 0.0018082003
## [6946] 0.0018393910 0.0018885338 0.0019926299 0.0019791709 0.0020086174
## [6951] 0.0020919729 0.0021005806 0.0021099514 0.0021150084 0.0021227133
## [6956] 0.0021300727 0.0021769222 0.0022040125 0.0021758871 0.0020760955
## [6961] 0.0020173898 0.0020195375 0.0019000381 0.0020025721 0.0019404897
## [6966] 0.0019002324 0.0019815724 0.0018748884 0.0019095424 0.0019008541
## [6971] 0.0019194187 0.0019713904 0.0019377200 0.0019151571 0.0017843446
## [6976] 0.0017410502 0.0017645418 0.0017911791 0.0018692171 0.0018672737
## [6981] 0.0019056361 0.0019158340 0.0018796309 0.0019238674 0.0019516088
## [6986] 0.0019444061 0.0019221560 0.0019213803 0.0019596975 0.0020062916
## [6991] 0.0019876897 0.0019545831 0.0019728383 0.0020274986 0.0020241022
## [6996] 0.0020083604 0.0019606781 0.0019415195 0.0018674911 0.0018475904
## [7001] 0.0022686049 0.0022683784 0.0022193523 0.0022869977 0.0023067775
## [7006] 0.0022678499 0.0022843760 0.0023257568 0.0023434560 0.0023140051
## [7011] 0.0023832269 0.0023848888 0.0023569991 0.0022328392 0.0023074847
## [7016] 0.0023028843 0.0023027473 0.0023652419 0.0024059227 0.0024292730
## [7021] 0.0024740666 0.0025118182 0.0025295463 0.0024252886 0.0024482948
## [7026] 0.0024485421 0.0024703720 0.0023952111 0.0023946089 0.0024235037
## [7031] 0.0025003235 0.0024841896 0.0024970233 0.0024862383 0.0024203696
## [7036] 0.0023978198 0.0023746540 0.0023826548 0.0024287406 0.0024697155
## [7041] 0.0024559537 0.0024382534 0.0024801281 0.0025122418 0.0024852458
## [7046] 0.0024556953 0.0024906991 0.0025219939 0.0025184331 0.0025789280
## [7051] 0.0025838049 0.0025603455 0.0025649564 0.0024950219 0.0025707624
## [7056] 0.0026693264 0.0026620482 0.0026029483 0.0026175296 0.0026020613
## [7061] 0.0027330780 0.0027422311 0.0027763785 0.0027867817 0.0027601423
## [7066] 0.0027761854 0.0027063967 0.0027753051 0.0027797553 0.0028836068
## [7071] 0.0029274890 0.0028896159 0.0029185825 0.0028691358 0.0028077587
## [7076] 0.0028087510 0.0027728817 0.0027628490 0.0027641554 0.0027433530
## [7081] 0.0027152597 0.0027064458 0.0027752708 0.0027092977 0.0027569099
## [7086] 0.0027679773 0.0028230593 0.0028107525 0.0028314124 0.0028372307
## [7091] 0.0028054639 0.0028769487 0.0029561321 0.0029943742 0.0030708257
## [7096] 0.0031097239 0.0030285584 0.0029916457 0.0029175003 0.0028969702
## [7101] 0.0028659655 0.0028878087 0.0028494994 0.0028599403 0.0028234893
## [7106] 0.0029199326 0.0029700945 0.0030253517 0.0030315220 0.0031173399
## [7111] 0.0030805959 0.0030458052 0.0031161199 0.0030778876 0.0030721331
## [7116] 0.0030454974 0.0030228198 0.0030168013 0.0030399606 0.0030483754
## [7121] 0.0030359966 0.0031097819 0.0031043084 0.0031101024 0.0031086325
## [7126] 0.0031480196 0.0031455702 0.0031262360 0.0030825819 0.0030792913
## [7131] 0.0030939842 0.0030667702 0.0031004835 0.0030152605 0.0030404778
## [7136] 0.0029569040 0.0029482295 0.0029089487 0.0028745603 0.0028666133
## [7141] 0.0027659459 0.0028347346 0.0027510268 0.0027182301 0.0026627817
## [7146] 0.0026218133 0.0027260881 0.0027267987 0.0026683427 0.0025896294
## [7151] 0.0026174761 0.0026056298 0.0025885113 0.0025366961 0.0024604851
## [7156] 0.0024132186 0.0024664078 0.0024430493 0.0023747809 0.0024570557
## [7161] 0.0024812722 0.0024708229 0.0025283030 0.0025720416 0.0025511457
## [7166] 0.0026559923 0.0026434805 0.0025934470 0.0025916600 0.0026125928
## [7171] 0.0027266823 0.0027179625 0.0027420812 0.0027427256 0.0027115184
## [7176] 0.0027111241 0.0027405395 0.0028537047 0.0029120786 0.0029779218
## [7181] 0.0028988947 0.0029417786 0.0029508152 0.0028564914 0.0028935243
## [7186] 0.0028903005 0.0029635742 0.0029236720 0.0028987423 0.0028558849
## [7191] 0.0028490130 0.0028672557 0.0028096202 0.0028512642 0.0027869045
## [7196] 0.0027211840 0.0027823928 0.0027337528 0.0027638475 0.0027332226
## [7201] 0.0027539729 0.0028385815 0.0029247907 0.0028990159 0.0027782549
## [7206] 0.0029069114 0.0029442697 0.0029681100 0.0029688260 0.0029960633
## [7211] 0.0029819299 0.0030006736 0.0029909100 0.0029193151 0.0029601537
## [7216] 0.0030606565 0.0030354547 0.0029805256 0.0030173020 0.0030199701
## [7221] 0.0029423337 0.0029466216 0.0029070109 0.0028875247 0.0028312854
## [7226] 0.0029316457 0.0029220642 0.0028332218 0.0028571087 0.0028667920
## [7231] 0.0028252105 0.0026736438 0.0026350757 0.0026650845 0.0026601159
## [7236] 0.0026771791 0.0027147210 0.0026690762 0.0027191013 0.0027231318
## [7241] 0.0027693745 0.0028176742 0.0028269638 0.0027851175 0.0028462394
## [7246] 0.0027318578 0.0027114190 0.0026927734 0.0026761301 0.0027242490
## [7251] 0.0027341945 0.0027560942 0.0027473090 0.0027299109 0.0027666765
## [7256] 0.0028292482 0.0027129872 0.0027567466 0.0027763458 0.0027552281
## [7261] 0.0028036024 0.0027749828 0.0027643004 0.0028213706 0.0028997615
## [7266] 0.0029073704 0.0028724117 0.0028160330 0.0027939475 0.0027335858
## [7271] 0.0027057084 0.0027119061 0.0026803246 0.0028313375 0.0028585276
## [7276] 0.0029330382 0.0028170039 0.0028402407 0.0027577811 0.0028076450
## [7281] 0.0028342455 0.0028072547 0.0028741925 0.0028513552 0.0028389095
## [7286] 0.0027932835 0.0027676456 0.0028252689 0.0028506630 0.0029114350
## [7291] 0.0029076767 0.0029271230 0.0029572477 0.0028725544 0.0029762557
## [7296] 0.0029769431 0.0030189557 0.0030806644 0.0030899104 0.0030713582
## [7301] 0.0031079868 0.0030362552 0.0031465335 0.0031298479 0.0032167942
## [7306] 0.0032974788 0.0033071441 0.0033301205 0.0032767504 0.0032911755
## [7311] 0.0033714799 0.0033760973 0.0033510832 0.0033079719 0.0032927924
## [7316] 0.0033711946 0.0033337229 0.0033321276 0.0032501200 0.0032558278
## [7321] 0.0033144562 0.0033902866 0.0034257116 0.0033226188 0.0033689197
## [7326] 0.0033926086 0.0033896310 0.0033952293 0.0033532781 0.0033725265
## [7331] 0.0033669630 0.0032738268 0.0032693653 0.0033451294 0.0033274582
## [7336] 0.0033644282 0.0034254378 0.0034241073 0.0033849928 0.0033722414
## [7341] 0.0034200003 0.0033488260 0.0033572088 0.0033251857 0.0031965884
## [7346] 0.0031285361 0.0031819055 0.0031750934 0.0032074327 0.0033097976
## [7351] 0.0033958918 0.0034177957 0.0034572160 0.0034515867 0.0035509439
## [7356] 0.0035643005 0.0035000604 0.0034783027 0.0033684222 0.0033577086
## [7361] 0.0032208395 0.0033005371 0.0032649703 0.0032346169 0.0032336469
## [7366] 0.0032733568 0.0032993935 0.0033301675 0.0032931278 0.0032196365
## [7371] 0.0032098637 0.0032170379 0.0031768473 0.0031836759 0.0031122531
## [7376] 0.0031330816 0.0031348073 0.0031277532 0.0031135656 0.0032064776
## [7381] 0.0032338726 0.0032951366 0.0032430074 0.0032579622 0.0033262402
## [7386] 0.0033261856 0.0032001953 0.0032102711 0.0030947291 0.0030391988
## [7391] 0.0031058299 0.0031354525 0.0031966913 0.0032134429 0.0031891200
## [7396] 0.0031266593 0.0032058261 0.0032064444 0.0031532644 0.0031955837
## [7401] 0.0032491838 0.0033707081 0.0033353135 0.0033287910 0.0032971420
## [7406] 0.0032622873 0.0032526455 0.0032213770 0.0032990626 0.0032585950
## [7411] 0.0032463861 0.0032737507 0.0033500534 0.0033010409 0.0032877391
## [7416] 0.0033370379 0.0033795613 0.0033672931 0.0032839033 0.0033877450
## [7421] 0.0034705826 0.0034378833 0.0034422957 0.0033396829 0.0033773732
## [7426] 0.0034815609 0.0033756209 0.0033328917 0.0032860753 0.0032379370
## [7431] 0.0031196313 0.0031517041 0.0030591154 0.0030529538 0.0030686892
## [7436] 0.0030442019 0.0030813940 0.0030765434 0.0030645567 0.0031207759
## [7441] 0.0031136758 0.0032044653 0.0032076818 0.0032447534 0.0032687414
## [7446] 0.0031086047 0.0030307608 0.0030251016 0.0030286594 0.0028913964
## [7451] 0.0029425294 0.0029054375 0.0028681340 0.0027914058 0.0027059445
## [7456] 0.0026985030 0.0027075411 0.0026049959 0.0025604997 0.0025891932
## [7461] 0.0025508240 0.0026521276 0.0027150867 0.0027369673 0.0027243852
## [7466] 0.0027367453 0.0026976301 0.0027287105 0.0028021272 0.0028722865
## [7471] 0.0028232845 0.0027290908 0.0027218005 0.0027525922 0.0028102436
## [7476] 0.0027389849 0.0027661526 0.0027609304 0.0028276893 0.0028261032
## [7481] 0.0028293136 0.0027849471 0.0027664231 0.0027458253 0.0029009463
## [7486] 0.0030328790 0.0030188229 0.0029675066 0.0028531586 0.0028824266
## [7491] 0.0028332898 0.0029402898 0.0028974002 0.0029023616 0.0031158287
## [7496] 0.0030580735 0.0030677988 0.0030038165 0.0030190334 0.0029611983
## [7501] 0.0029732240 0.0029513959 0.0028981630 0.0028889998 0.0029407115
## [7506] 0.0030374274 0.0029519193 0.0029381631 0.0029953410 0.0029479616
## [7511] 0.0028069434 0.0027501810 0.0026971016 0.0027088319 0.0026786567
## [7516] 0.0027117942 0.0026831422 0.0026942984 0.0026598331 0.0027131248
## [7521] 0.0026979506 0.0027165727 0.0026913770 0.0026911417 0.0026834398
## [7526] 0.0025963116 0.0026013883 0.0026662916 0.0027046182 0.0027011419
## [7531] 0.0026315748 0.0027025275 0.0027049537 0.0026861323 0.0027619225
## [7536] 0.0027244505 0.0027380003 0.0028058200 0.0028588310 0.0028350040
## [7541] 0.0028145114 0.0028341811 0.0028513919 0.0028439729 0.0029179299
## [7546] 0.0028955772 0.0028603860 0.0028874078 0.0027568511 0.0027855292
## [7551] 0.0028100813 0.0028108851 0.0027483850 0.0027215972 0.0027880909
## [7556] 0.0027559168 0.0026440476 0.0026774696 0.0026494966 0.0026348875
## [7561] 0.0025853810 0.0025736755 0.0026136637 0.0025951227 0.0025475872
## [7566] 0.0025990422 0.0025710684 0.0025762160 0.0025319250 0.0025718198
## [7571] 0.0025196965 0.0025670219 0.0025892471 0.0025635172 0.0026057578
## [7576] 0.0026515668 0.0026958095 0.0028126866 0.0027240117 0.0026630421
## [7581] 0.0025833897 0.0025997239 0.0026896029 0.0027731463 0.0028089714
## [7586] 0.0028528552 0.0028405578 0.0028671685 0.0028929150 0.0028307059
## [7591] 0.0028121869 0.0028110877 0.0028858646 0.0028333915 0.0027208492
## [7596] 0.0027672119 0.0027386861 0.0027124580 0.0027451479 0.0026801900
## [7601] 0.0026506549 0.0027300661 0.0027501599 0.0027877025 0.0027803838
## [7606] 0.0027169299 0.0026484378 0.0026408141 0.0027422859 0.0027597771
## [7611] 0.0027612551 0.0027667349 0.0027444839 0.0026731612 0.0028293649
## [7616] 0.0028064333 0.0028074117 0.0027230376 0.0027100779 0.0027031016
## [7621] 0.0026964683 0.0026098346 0.0027003126 0.0028003853 0.0028308576
## [7626] 0.0027859631 0.0028175034 0.0028053687 0.0028008899 0.0028832807
## [7631] 0.0028053087 0.0027855197 0.0027665274 0.0027790269 0.0026832613
## [7636] 0.0026497167 0.0026872682 0.0027127225 0.0026645485 0.0026955054
## [7641] 0.0025672510 0.0025530561 0.0025917127 0.0025598914 0.0025682757
## [7646] 0.0024863025 0.0025191612 0.0024402544 0.0024303479 0.0024165114
## [7651] 0.0024108531 0.0023787291 0.0024841569 0.0024129404 0.0024297011
## [7656] 0.0022947468 0.0022753445 0.0022998496 0.0022324954 0.0022576152
## [7661] 0.0022745802 0.0023284495 0.0023004993 0.0022509011 0.0021579031
## [7666] 0.0021228410 0.0020363814 0.0020531993 0.0020707224 0.0021788061
## [7671] 0.0021262959 0.0021540082 0.0021355407 0.0020675199 0.0021079591
## [7676] 0.0020392044 0.0019762690 0.0019502298 0.0019635394 0.0019246145
## [7681] 0.0019666895 0.0019108934 0.0019168556 0.0019045863 0.0018533071
## [7686] 0.0018312911 0.0017810510 0.0018291489 0.0019016861 0.0018583052
## [7691] 0.0018969132 0.0018985350 0.0018014958 0.0017629685 0.0017969674
## [7696] 0.0018126711 0.0017101540 0.0017446425 0.0017751433 0.0017452385
## [7701] 0.0017226016 0.0018196547 0.0018007214 0.0018034121 0.0017593382
## [7706] 0.0017112273 0.0016483274 0.0016321255 0.0016841764 0.0017610841
## [7711] 0.0018434589 0.0018880767 0.0018880941 0.0018156381 0.0018162424
## [7716] 0.0016993406 0.0016836358 0.0017468720 0.0017519857 0.0017954427
## [7721] 0.0018248534 0.0017829840 0.0018487428 0.0018426026 0.0017958084
## [7726] 0.0018000745 0.0017346120 0.0017965992 0.0018188898 0.0018279533
## [7731] 0.0018244585 0.0018546267 0.0018064905 0.0017434376 0.0017641064
## [7736] 0.0017409034 0.0017889710 0.0017726883 0.0018184197 0.0018283179
## [7741] 0.0017436394 0.0016884343 0.0017581859 0.0017986959 0.0017519606
## [7746] 0.0016972024 0.0017454842 0.0017084019 0.0017747135 0.0018581197
## [7751] 0.0018008698 0.0017715460 0.0017095401 0.0017339945 0.0016575426
## [7756] 0.0015763322 0.0016684154 0.0017027300 0.0017528873 0.0017281763
## [7761] 0.0017352146 0.0017578071 0.0017065172 0.0017048338 0.0017197007
## [7766] 0.0017956638 0.0018350504 0.0018799732 0.0018717461 0.0018251070
## [7771] 0.0017938026 0.0016992475 0.0017328595 0.0018048851 0.0018017750
## [7776] 0.0017440084 0.0017892539 0.0017975664 0.0017746080 0.0018198054
## [7781] 0.0018017025 0.0018597442 0.0018030373 0.0018262037 0.0018721687
## [7786] 0.0018121586 0.0018289514 0.0018184559 0.0018669653 0.0018425516
## [7791] 0.0018377735 0.0019147741 0.0019194396 0.0019567037 0.0019498731
## [7796] 0.0019015042 0.0019068022 0.0018538836 0.0017378407 0.0017985552
## [7801] 0.0017446030 0.0016676377 0.0017187296 0.0017177754 0.0016974813
## [7806] 0.0016878475 0.0016527945 0.0017035045 0.0017402693 0.0016673933
## [7811] 0.0016741018 0.0016853592 0.0017015441 0.0015893874 0.0015861229
## [7816] 0.0016508832 0.0016964488 0.0016205641 0.0015628190 0.0015836271
## [7821] 0.0015650652 0.0016130416 0.0016167319 0.0016093592 0.0016393793
## [7826] 0.0016384016 0.0015784800 0.0016884946 0.0016234271 0.0016274115
## [7831] 0.0016009063 0.0016933931 0.0017265184 0.0017011772 0.0017138259
## [7836] 0.0017752605 0.0018944397 0.0018836383 0.0018332599 0.0017837474
## [7841] 0.0018750699 0.0017794790 0.0019323798 0.0019208066 0.0018916309
## [7846] 0.0019031893 0.0019477941 0.0019665050 0.0018529419 0.0018624290
## [7851] 0.0018822470 0.0019035003 0.0018550879 0.0017474338 0.0017457685
## [7856] 0.0017207832 0.0016909038 0.0016488498 0.0016387800 0.0016255656
## [7861] 0.0016476622 0.0016793732 0.0016437960 0.0016315118 0.0016378412
## [7866] 0.0017005866 0.0016945173 0.0016227924 0.0016376992 0.0016170953
## [7871] 0.0016963144 0.0017015297 0.0017034582 0.0016927852 0.0016714089
## [7876] 0.0016767938 0.0016959547 0.0017330172 0.0017470966 0.0017066419
## [7881] 0.0016737855 0.0017037954 0.0017036461 0.0017120309 0.0017729928
## [7886] 0.0018555130 0.0018128561 0.0018991709 0.0018721883 0.0018730538
## [7891] 0.0018742784 0.0018665825 0.0019268807 0.0019115332 0.0019397110
## [7896] 0.0019365581 0.0018975215 0.0019457973 0.0018478761 0.0018074032
## [7901] 0.0017500630 0.0017553678 0.0017539134 0.0016885784 0.0017307222
## [7906] 0.0016901374 0.0017320663 0.0017505245 0.0017756300 0.0017351669
## [7911] 0.0017491556 0.0017134956 0.0016375479 0.0016631155 0.0017469599
## [7916] 0.0017007424 0.0017029719 0.0017220689 0.0017316131 0.0018200524
## [7921] 0.0018526495 0.0019468493 0.0019729724 0.0019077750 0.0019221460
## [7926] 0.0018786331 0.0018332076 0.0018308236 0.0018732615 0.0018831203
## [7931] 0.0019294940 0.0019652479 0.0019667274 0.0018552049 0.0018918320
## [7936] 0.0019840276 0.0019750802 0.0019111489 0.0018779337 0.0018367917
## [7941] 0.0018357293 0.0018719439 0.0019137269 0.0019345417 0.0019106575
## [7946] 0.0019409250 0.0019983325 0.0021063944 0.0020763792 0.0021085373
## [7951] 0.0021611172 0.0021698923 0.0021925360 0.0022111841 0.0022008872
## [7956] 0.0022173740 0.0022568326 0.0022732936 0.0022623585 0.0021557705
## [7961] 0.0021201407 0.0021213240 0.0019890960 0.0020928549 0.0020272361
## [7966] 0.0019707736 0.0020187977 0.0019218796 0.0019532413 0.0019135923
## [7971] 0.0019406441 0.0019850592 0.0019608804 0.0019096085 0.0017658079
## [7976] 0.0017377779 0.0017804472 0.0018112561 0.0018918512 0.0018947681
## [7981] 0.0019240586 0.0019183511 0.0018854787 0.0019188250 0.0019501933
## [7986] 0.0019408535 0.0019105706 0.0019103806 0.0019591438 0.0019841889
## [7991] 0.0019649051 0.0019342583 0.0019526392 0.0019968364 0.0019992646
## [7996] 0.0020036949 0.0019621991 0.0019510324 0.0018957375 0.0018813521
## [8001] 0.0022868445 0.0023039740 0.0022775198 0.0023392782 0.0023705667
## [8006] 0.0023321992 0.0023464025 0.0023776241 0.0023989500 0.0023879805
## [8011] 0.0024458686 0.0024666493 0.0024320604 0.0023232615 0.0023857288
## [8016] 0.0023733075 0.0023651523 0.0024340378 0.0024715238 0.0025090266
## [8021] 0.0025573352 0.0025839279 0.0025869054 0.0024796093 0.0025164561
## [8026] 0.0025075712 0.0025044425 0.0024280104 0.0023985675 0.0024254098
## [8031] 0.0024984959 0.0024960146 0.0025166394 0.0025090166 0.0024418544
## [8036] 0.0024234417 0.0024054690 0.0024202935 0.0024671179 0.0025132595
## [8041] 0.0025122609 0.0025007835 0.0025301552 0.0025746666 0.0025426768
## [8046] 0.0025082824 0.0025402658 0.0026004461 0.0025950620 0.0026460818
## [8051] 0.0026574422 0.0026344935 0.0026272006 0.0025653538 0.0026276221
## [8056] 0.0027258652 0.0026941338 0.0026429089 0.0026758580 0.0026719994
## [8061] 0.0027992988 0.0027997118 0.0028336219 0.0028409632 0.0028117916
## [8066] 0.0028256280 0.0027235573 0.0028017935 0.0028156482 0.0029303834
## [8071] 0.0029517602 0.0029081676 0.0029446175 0.0028928784 0.0028195603
## [8076] 0.0028377196 0.0028003774 0.0027953104 0.0028000172 0.0027719361
## [8081] 0.0027502499 0.0027609687 0.0028254469 0.0027615156 0.0027893095
## [8086] 0.0028079822 0.0028592167 0.0028316933 0.0028469813 0.0028774750
## [8091] 0.0028421043 0.0028947116 0.0029586254 0.0029936846 0.0030803319
## [8096] 0.0031211343 0.0030347612 0.0030095861 0.0029415262 0.0029059478
## [8101] 0.0028774776 0.0028812838 0.0028280740 0.0028303503 0.0027956576
## [8106] 0.0028952892 0.0029393498 0.0029823473 0.0030009461 0.0030996150
## [8111] 0.0030691238 0.0030356791 0.0031076266 0.0030805474 0.0030828930
## [8116] 0.0030706867 0.0030453873 0.0030224917 0.0030496151 0.0030506935
## [8121] 0.0030387745 0.0031089514 0.0030889579 0.0030780926 0.0030943396
## [8126] 0.0031348387 0.0031165845 0.0031178481 0.0030873558 0.0030597167
## [8131] 0.0030623694 0.0030302670 0.0030574073 0.0029649124 0.0029819763
## [8136] 0.0029009435 0.0028752635 0.0028560063 0.0028186846 0.0028043522
## [8141] 0.0027086848 0.0027808829 0.0026987954 0.0026753062 0.0026052722
## [8146] 0.0025584119 0.0026788176 0.0026894999 0.0026277532 0.0025436795
## [8151] 0.0025747933 0.0025621263 0.0025458447 0.0025124722 0.0024251478
## [8156] 0.0023541288 0.0024212137 0.0023871934 0.0023166687 0.0023911937
## [8161] 0.0024192256 0.0024094994 0.0024601069 0.0025086171 0.0024722471
## [8166] 0.0025736415 0.0025616142 0.0024810318 0.0024758467 0.0024677223
## [8171] 0.0025998037 0.0025990213 0.0026324762 0.0026219922 0.0026120255
## [8176] 0.0026104254 0.0026518569 0.0027736406 0.0028148788 0.0028777119
## [8181] 0.0028209056 0.0028907610 0.0029131480 0.0028381547 0.0028721703
## [8186] 0.0028547543 0.0029240602 0.0028801929 0.0028571505 0.0028042461
## [8191] 0.0028081061 0.0028314078 0.0027868849 0.0028210070 0.0027322016
## [8196] 0.0026964735 0.0027832232 0.0027508894 0.0027782372 0.0027522198
## [8201] 0.0027711914 0.0028697093 0.0029219149 0.0029004560 0.0027567802
## [8206] 0.0028698725 0.0028851531 0.0029229970 0.0029290550 0.0029485915
## [8211] 0.0029443427 0.0029521063 0.0029405361 0.0028629614 0.0029091637
## [8216] 0.0030257477 0.0030119350 0.0029595933 0.0030014910 0.0030017508
## [8221] 0.0029164270 0.0029203249 0.0028845975 0.0028407439 0.0027833221
## [8226] 0.0028803493 0.0028686516 0.0027822077 0.0027926434 0.0027943563
## [8231] 0.0027449660 0.0025945295 0.0025612780 0.0025902799 0.0025736613
## [8236] 0.0025728365 0.0025861495 0.0025361206 0.0025806441 0.0025883328
## [8241] 0.0026113116 0.0026485929 0.0026716181 0.0026301381 0.0026981771
## [8246] 0.0025838516 0.0025709425 0.0025613422 0.0025485446 0.0025902422
## [8251] 0.0026140789 0.0026458740 0.0026398529 0.0026163951 0.0026498623
## [8256] 0.0026943698 0.0025668847 0.0025952166 0.0026010821 0.0025933149
## [8261] 0.0026299522 0.0026221932 0.0026265685 0.0026621359 0.0027582436
## [8266] 0.0027654881 0.0027331807 0.0026648135 0.0026546284 0.0026014570
## [8271] 0.0025981916 0.0026190125 0.0025869854 0.0027281248 0.0027384263
## [8276] 0.0027977173 0.0026827635 0.0027413361 0.0026790405 0.0027360898
## [8281] 0.0027565898 0.0027556550 0.0028193007 0.0027573553 0.0027159369
## [8286] 0.0026593820 0.0026230228 0.0026543033 0.0026762934 0.0027214218
## [8291] 0.0027195285 0.0027441765 0.0027711304 0.0026918021 0.0028042588
## [8296] 0.0028017836 0.0028405597 0.0028956431 0.0028820116 0.0028547916
## [8301] 0.0029085954 0.0028744442 0.0029753484 0.0029703342 0.0030602631
## [8306] 0.0031463459 0.0031477611 0.0031880780 0.0031199564 0.0031295584
## [8311] 0.0031859880 0.0031898736 0.0031721999 0.0031502772 0.0031408172
## [8316] 0.0032105944 0.0031682039 0.0031584018 0.0030764418 0.0031179907
## [8321] 0.0031891260 0.0032821801 0.0033543785 0.0032656428 0.0032788314
## [8326] 0.0033000221 0.0032861867 0.0032989345 0.0032615389 0.0033116259
## [8331] 0.0032895199 0.0032131104 0.0031873326 0.0032787777 0.0032514609
## [8336] 0.0032864180 0.0033371537 0.0033551387 0.0033227275 0.0032836565
## [8341] 0.0033324310 0.0032682071 0.0032775459 0.0032648665 0.0031198739
## [8346] 0.0030656440 0.0031142076 0.0030975941 0.0031552605 0.0032654775
## [8351] 0.0033530006 0.0033995015 0.0034231229 0.0034225375 0.0035216471
## [8356] 0.0035535537 0.0034880729 0.0034720929 0.0033675377 0.0033505260
## [8361] 0.0031927497 0.0032680013 0.0032316464 0.0032140278 0.0032097826
## [8366] 0.0032386004 0.0032832612 0.0033225539 0.0032827417 0.0031943016
## [8371] 0.0031739333 0.0031937747 0.0031435011 0.0031280062 0.0030748812
## [8376] 0.0030820341 0.0030822110 0.0030958989 0.0031049601 0.0032051036
## [8381] 0.0032426185 0.0033099591 0.0032602563 0.0032778139 0.0033387772
## [8386] 0.0033212631 0.0032032405 0.0032202901 0.0031111267 0.0030606354
## [8391] 0.0031117543 0.0031598216 0.0032190781 0.0032172426 0.0032163714
## [8396] 0.0031627407 0.0032512555 0.0032765372 0.0032215121 0.0032712644
## [8401] 0.0033156721 0.0034253654 0.0033913065 0.0033665382 0.0033452673
## [8406] 0.0033279869 0.0032904092 0.0032695454 0.0033530481 0.0033046970
## [8411] 0.0032742521 0.0033103898 0.0033938499 0.0033546811 0.0033465358
## [8416] 0.0033819708 0.0034447028 0.0034547302 0.0033761064 0.0034596760
## [8421] 0.0035607857 0.0035220320 0.0035205262 0.0034241432 0.0034512751
## [8426] 0.0035277319 0.0034424396 0.0033998096 0.0033679854 0.0033355037
## [8431] 0.0032347449 0.0032797963 0.0032031501 0.0032193225 0.0032634571
## [8436] 0.0032502959 0.0033050742 0.0032941761 0.0032581536 0.0032963015
## [8441] 0.0032753847 0.0033576347 0.0033451042 0.0033948440 0.0034211626
## [8446] 0.0032599377 0.0031907377 0.0031689584 0.0031877482 0.0030534090
## [8451] 0.0031132892 0.0030947914 0.0030554351 0.0029756040 0.0029007932
## [8456] 0.0028893618 0.0029155830 0.0028257492 0.0027844625 0.0028105123
## [8461] 0.0028129199 0.0029172675 0.0029827438 0.0030171333 0.0030015030
## [8466] 0.0030128481 0.0029825324 0.0030156120 0.0030791339 0.0031450137
## [8471] 0.0031049346 0.0030207085 0.0030022981 0.0030326617 0.0031120618
## [8476] 0.0030539651 0.0030770229 0.0030890988 0.0031541591 0.0031541745
## [8481] 0.0031363038 0.0030846467 0.0030712611 0.0030565442 0.0031872067
## [8486] 0.0033141387 0.0032993775 0.0032493617 0.0031295133 0.0031551210
## [8491] 0.0030949475 0.0032048207 0.0031520211 0.0031487694 0.0033618108
## [8496] 0.0033023053 0.0033244411 0.0032800589 0.0032863219 0.0032523123
## [8501] 0.0032477074 0.0032323623 0.0031664960 0.0031728213 0.0032332439
## [8506] 0.0033171188 0.0032512630 0.0032482599 0.0033209444 0.0032841688
## [8511] 0.0031562121 0.0031088611 0.0030528603 0.0030586404 0.0030292955
## [8516] 0.0030306479 0.0029888854 0.0030148567 0.0030010446 0.0030638866
## [8521] 0.0030384671 0.0030637643 0.0030136976 0.0030199996 0.0030238714
## [8526] 0.0029337489 0.0029187912 0.0029798586 0.0030188461 0.0030291691
## [8531] 0.0029556675 0.0030189978 0.0030222573 0.0030006558 0.0030997356
## [8536] 0.0030669957 0.0030975684 0.0031676911 0.0031894384 0.0031685052
## [8541] 0.0031474437 0.0031593384 0.0031948675 0.0031973343 0.0032830411
## [8546] 0.0032771589 0.0032553511 0.0032866406 0.0031611180 0.0031929883
## [8551] 0.0032157597 0.0032027971 0.0031291999 0.0031032950 0.0031758275
## [8556] 0.0031413829 0.0030308981 0.0030735754 0.0030534257 0.0030351433
## [8561] 0.0029535498 0.0029468675 0.0029791812 0.0029471296 0.0029070753
## [8566] 0.0029659843 0.0029540740 0.0029525191 0.0029147503 0.0029630336
## [8571] 0.0029189519 0.0029597025 0.0029985432 0.0029574512 0.0029906068
## [8576] 0.0030440864 0.0030668402 0.0031742018 0.0030751995 0.0030110805
## [8581] 0.0029437183 0.0029623187 0.0030400361 0.0031153949 0.0031471431
## [8586] 0.0031882840 0.0031724548 0.0032013858 0.0032309627 0.0031819339
## [8591] 0.0031630325 0.0031582227 0.0032168679 0.0031603388 0.0030399432
## [8596] 0.0030843395 0.0030654707 0.0030354608 0.0030874623 0.0030553748
## [8601] 0.0030496527 0.0031240638 0.0031432154 0.0031653949 0.0031539576
## [8606] 0.0030979917 0.0030089600 0.0030024740 0.0031026267 0.0031134561
## [8611] 0.0031191505 0.0031478753 0.0031245527 0.0030538253 0.0031910757
## [8616] 0.0031585450 0.0031471716 0.0030466830 0.0030389531 0.0030260486
## [8621] 0.0030116483 0.0029097187 0.0029960146 0.0030961824 0.0031324739
## [8626] 0.0030871226 0.0031283497 0.0031141383 0.0031022238 0.0031641711
## [8631] 0.0031025336 0.0030946027 0.0030587280 0.0030555333 0.0029819126
## [8636] 0.0029450075 0.0029740213 0.0030079444 0.0029513029 0.0029850401
## [8641] 0.0028679964 0.0028669909 0.0028916385 0.0028540442 0.0028554173
## [8646] 0.0027566803 0.0027966855 0.0026957950 0.0026686104 0.0026654104
## [8651] 0.0026656503 0.0026265766 0.0027199755 0.0026653296 0.0026754263
## [8656] 0.0025459374 0.0025412687 0.0025729136 0.0025366953 0.0025727208
## [8661] 0.0025935252 0.0026394309 0.0025772011 0.0025132411 0.0024483751
## [8666] 0.0024355711 0.0023798442 0.0024080857 0.0024267768 0.0025348287
## [8671] 0.0024687853 0.0025157101 0.0025024908 0.0024339337 0.0024606516
## [8676] 0.0023897469 0.0023590332 0.0023194149 0.0023434084 0.0023098147
## [8681] 0.0023541312 0.0022946183 0.0023181990 0.0023363238 0.0022958337
## [8686] 0.0022779731 0.0022450823 0.0022994535 0.0023735573 0.0023199733
## [8691] 0.0023720864 0.0023640863 0.0022772560 0.0022385863 0.0022715499
## [8696] 0.0022782755 0.0021833760 0.0022077911 0.0022439727 0.0022270978
## [8701] 0.0021947161 0.0022804817 0.0022741072 0.0022692275 0.0022051828
## [8706] 0.0021434963 0.0020789342 0.0020591515 0.0021225536 0.0022048676
## [8711] 0.0023034121 0.0023594830 0.0023505725 0.0023007154 0.0022856579
## [8716] 0.0021740932 0.0021666490 0.0022441757 0.0022557585 0.0023127867
## [8721] 0.0023446240 0.0023132670 0.0023911243 0.0023806271 0.0023327502
## [8726] 0.0023411578 0.0022616489 0.0022958864 0.0023211468 0.0023047880
## [8731] 0.0022763693 0.0023243928 0.0022724794 0.0022338458 0.0022522935
## [8736] 0.0022286405 0.0022697741 0.0022456821 0.0023049065 0.0023326843
## [8741] 0.0022345177 0.0021682782 0.0022289279 0.0022616547 0.0022194155
## [8746] 0.0021652198 0.0022003965 0.0021494367 0.0022350238 0.0023239025
## [8751] 0.0022550011 0.0022132961 0.0021638627 0.0021872165 0.0021267202
## [8756] 0.0020214716 0.0020829662 0.0021281792 0.0021635984 0.0021337201
## [8761] 0.0021408250 0.0021676000 0.0021074360 0.0021114821 0.0021210369
## [8766] 0.0022181879 0.0022504474 0.0023059192 0.0023105090 0.0022625571
## [8771] 0.0022394921 0.0021766497 0.0022113712 0.0022673599 0.0022616833
## [8776] 0.0022079323 0.0022589279 0.0022720191 0.0022489029 0.0022931265
## [8781] 0.0022568118 0.0022985473 0.0022543130 0.0022731424 0.0023058872
## [8786] 0.0022497242 0.0022532742 0.0022525659 0.0022913635 0.0022605218
## [8791] 0.0022568319 0.0023136677 0.0023258626 0.0023619507 0.0023443769
## [8796] 0.0022956107 0.0023079793 0.0022587647 0.0021498646 0.0021989388
## [8801] 0.0021420432 0.0020747139 0.0021080309 0.0021103903 0.0020790988
## [8806] 0.0020793527 0.0020575393 0.0021016606 0.0021320292 0.0020639899
## [8811] 0.0020818744 0.0021041238 0.0021410202 0.0020253596 0.0020129005
## [8816] 0.0020897048 0.0021114878 0.0020363010 0.0019669221 0.0019869274
## [8821] 0.0019810219 0.0020183785 0.0020326165 0.0020364874 0.0020369913
## [8826] 0.0020479418 0.0019838741 0.0020926237 0.0020362746 0.0020282894
## [8831] 0.0019929651 0.0020594571 0.0020949850 0.0020674352 0.0020779720
## [8836] 0.0021259218 0.0022495556 0.0022561236 0.0022202060 0.0021872402
## [8841] 0.0022836145 0.0021872708 0.0023267240 0.0023237152 0.0023066225
## [8846] 0.0023223613 0.0023660686 0.0023863304 0.0022959607 0.0023149908
## [8851] 0.0023358271 0.0023623438 0.0023178378 0.0021913358 0.0021789175
## [8856] 0.0021361173 0.0020900441 0.0020596723 0.0020432461 0.0020389505
## [8861] 0.0020790634 0.0021258566 0.0020883502 0.0020744823 0.0021065256
## [8866] 0.0021591913 0.0021730534 0.0021059367 0.0021251918 0.0021316699
## [8871] 0.0022085386 0.0022175674 0.0021864300 0.0021557901 0.0021247510
## [8876] 0.0021253151 0.0021437753 0.0021826786 0.0021952172 0.0021900428
## [8881] 0.0021524579 0.0021664586 0.0021644389 0.0021848445 0.0022340232
## [8886] 0.0023117519 0.0022778459 0.0023493419 0.0023101926 0.0023214248
## [8891] 0.0023288667 0.0023108449 0.0023707760 0.0023263019 0.0023585147
## [8896] 0.0023431607 0.0023051671 0.0023573093 0.0022550290 0.0022455506
## [8901] 0.0021859566 0.0021937210 0.0022079184 0.0021660729 0.0022022848
## [8906] 0.0021621325 0.0021842351 0.0021982522 0.0022292830 0.0021770671
## [8911] 0.0021739309 0.0021447772 0.0020699597 0.0020708503 0.0021416987
## [8916] 0.0021033047 0.0020873686 0.0021152155 0.0021238676 0.0021988777
## [8921] 0.0022332246 0.0023268513 0.0023340455 0.0022748618 0.0022721567
## [8926] 0.0022034809 0.0021563562 0.0021488660 0.0021914621 0.0021987794
## [8931] 0.0022273214 0.0022771082 0.0022678620 0.0021521701 0.0021838743
## [8936] 0.0022798859 0.0022738331 0.0022274842 0.0022105659 0.0021490355
## [8941] 0.0021527777 0.0021851810 0.0022405968 0.0022716617 0.0022452040
## [8946] 0.0022677934 0.0023355550 0.0024392570 0.0024211693 0.0024485659
## [8951] 0.0024909032 0.0024917495 0.0025207876 0.0025333289 0.0025145509
## [8956] 0.0025201775 0.0025844252 0.0026036373 0.0025887018 0.0024832491
## [8961] 0.0024442938 0.0024406840 0.0023192269 0.0024299420 0.0023532750
## [8966] 0.0023044097 0.0023727910 0.0022553280 0.0022908288 0.0022626796
## [8971] 0.0022856030 0.0023148435 0.0022588376 0.0022233317 0.0020926908
## [8976] 0.0020449354 0.0020574859 0.0020863239 0.0021797929 0.0021881330
## [8981] 0.0022167318 0.0022182141 0.0021947321 0.0022340760 0.0022577334
## [8986] 0.0022567884 0.0022163752 0.0021977047 0.0022393647 0.0022591574
## [8991] 0.0022447568 0.0022078094 0.0022292188 0.0022770012 0.0022936928
## [8996] 0.0022880966 0.0022460500 0.0022000890 0.0021315206 0.0020762864
## [9001] 0.0024955491 0.0025133180 0.0024718785 0.0025435003 0.0025536399
## [9006] 0.0025017577 0.0025391131 0.0025625884 0.0026058548 0.0025885474
## [9011] 0.0026599049 0.0026708629 0.0026421374 0.0025315140 0.0025760871
## [9016] 0.0025723865 0.0025505467 0.0025852754 0.0026236911 0.0026597764
## [9021] 0.0027134092 0.0027406176 0.0027398091 0.0026367277 0.0026552664
## [9026] 0.0026520005 0.0026512436 0.0025807744 0.0025551287 0.0025821399
## [9031] 0.0026486961 0.0026315470 0.0026658239 0.0026693187 0.0026031066
## [9036] 0.0025795132 0.0025637725 0.0025521986 0.0025977307 0.0026410166
## [9041] 0.0026298013 0.0026133615 0.0026562410 0.0026875238 0.0026441923
## [9046] 0.0025967725 0.0026053702 0.0026521904 0.0026633956 0.0027036335
## [9051] 0.0027279999 0.0027012042 0.0027160694 0.0026561693 0.0027436726
## [9056] 0.0028620492 0.0028397418 0.0027735042 0.0028084925 0.0028154206
## [9061] 0.0029327911 0.0029343032 0.0029750891 0.0029893595 0.0029495552
## [9066] 0.0029657815 0.0028680446 0.0029490741 0.0029558314 0.0030637989
## [9071] 0.0030887426 0.0030573820 0.0030942746 0.0030595768 0.0029884974
## [9076] 0.0030069510 0.0029800744 0.0029826676 0.0029742532 0.0029453838
## [9081] 0.0029085626 0.0029053726 0.0029507900 0.0028566694 0.0029039199
## [9086] 0.0029045717 0.0029587934 0.0029484339 0.0029670892 0.0029771673
## [9091] 0.0029601148 0.0030308139 0.0030929596 0.0031312701 0.0032259626
## [9096] 0.0032630297 0.0032036792 0.0031762947 0.0031074714 0.0030802480
## [9101] 0.0030365510 0.0030267300 0.0029930044 0.0030006899 0.0029665535
## [9106] 0.0030556609 0.0030735995 0.0031242277 0.0031421298 0.0032379460
## [9111] 0.0032066401 0.0031820457 0.0032717620 0.0032229631 0.0032196891
## [9116] 0.0032105162 0.0031986486 0.0031820223 0.0032099653 0.0031999468
## [9121] 0.0031677409 0.0032493736 0.0032488960 0.0032562354 0.0032533525
## [9126] 0.0032918418 0.0032968086 0.0032919511 0.0032617099 0.0032434738
## [9131] 0.0032437900 0.0031970101 0.0032238451 0.0031354386 0.0031622358
## [9136] 0.0030897463 0.0030691510 0.0030383031 0.0029948328 0.0029889353
## [9141] 0.0028900576 0.0029381089 0.0028504458 0.0028325085 0.0027637855
## [9146] 0.0027352096 0.0028336719 0.0028440359 0.0027726021 0.0026959841
## [9151] 0.0027329467 0.0027226922 0.0027046209 0.0026524636 0.0025770370
## [9156] 0.0025400341 0.0025706932 0.0025363866 0.0024585081 0.0025548319
## [9161] 0.0025635983 0.0025562462 0.0026222330 0.0026555033 0.0026349826
## [9166] 0.0027396564 0.0027301882 0.0026517154 0.0026474464 0.0026485684
## [9171] 0.0027707826 0.0027842115 0.0028096610 0.0028076373 0.0027892779
## [9176] 0.0027991657 0.0028400396 0.0029424962 0.0029968881 0.0030463871
## [9181] 0.0029747496 0.0030265971 0.0030319276 0.0029597565 0.0030078899
## [9186] 0.0029852875 0.0030725664 0.0030373190 0.0030137842 0.0029560737
## [9191] 0.0029379584 0.0029620755 0.0029224774 0.0029618263 0.0029070465
## [9196] 0.0028402291 0.0029201004 0.0028548005 0.0028837348 0.0028812017
## [9201] 0.0029093865 0.0029988465 0.0030560506 0.0030420708 0.0029277822
## [9206] 0.0030857537 0.0031287122 0.0031567523 0.0031494297 0.0031835297
## [9211] 0.0031578687 0.0031819858 0.0031599419 0.0030759861 0.0031424394
## [9216] 0.0032042975 0.0031889736 0.0031237657 0.0031667550 0.0031564127
## [9221] 0.0030606786 0.0030662807 0.0030431682 0.0030188210 0.0029496490
## [9226] 0.0030530671 0.0030233079 0.0029317394 0.0029285446 0.0029382466
## [9231] 0.0028830830 0.0027399238 0.0027081188 0.0027329938 0.0027370513
## [9236] 0.0027289801 0.0027554221 0.0027096051 0.0027608335 0.0027701454
## [9241] 0.0028025468 0.0028670676 0.0028845668 0.0028346095 0.0028983647
## [9246] 0.0027799507 0.0027504594 0.0027377562 0.0027470132 0.0028042618
## [9251] 0.0028101997 0.0028426612 0.0028400301 0.0028321727 0.0028600626
## [9256] 0.0029015331 0.0027844127 0.0028107310 0.0028300110 0.0028091186
## [9261] 0.0028430731 0.0028194635 0.0027939660 0.0028534981 0.0029224770
## [9266] 0.0029438554 0.0029309616 0.0028617027 0.0028424015 0.0027806382
## [9271] 0.0027623173 0.0027722027 0.0027293495 0.0028648867 0.0028758514
## [9276] 0.0029270313 0.0028120552 0.0028491019 0.0027719201 0.0028010710
## [9281] 0.0028281581 0.0028125954 0.0028804366 0.0028326425 0.0027854727
## [9286] 0.0027327349 0.0026930672 0.0027377195 0.0027537183 0.0028171851
## [9291] 0.0027980912 0.0028377720 0.0028619171 0.0027931671 0.0028846421
## [9296] 0.0028895029 0.0029455755 0.0029887110 0.0029923980 0.0029711418
## [9301] 0.0030246879 0.0029640608 0.0030758955 0.0030586286 0.0031531016
## [9306] 0.0032186011 0.0032405471 0.0032507058 0.0031950807 0.0032196782
## [9311] 0.0032903901 0.0032923474 0.0032713073 0.0032169968 0.0032250650
## [9316] 0.0032705131 0.0032407754 0.0032250636 0.0031461256 0.0031720510
## [9321] 0.0032488394 0.0033234825 0.0033522075 0.0032498484 0.0032874811
## [9326] 0.0033178411 0.0033024386 0.0033210142 0.0032806178 0.0033070205
## [9331] 0.0032905862 0.0032057664 0.0031866539 0.0032722694 0.0032500961
## [9336] 0.0032802300 0.0033402638 0.0033386712 0.0033212185 0.0032855920
## [9341] 0.0033200063 0.0032476202 0.0032582283 0.0032433160 0.0031225946
## [9346] 0.0030492432 0.0030962610 0.0030850770 0.0031440005 0.0032503251
## [9351] 0.0033317820 0.0033702823 0.0033963749 0.0033858218 0.0034885756
## [9356] 0.0035152583 0.0034457626 0.0034364526 0.0033227909 0.0033180286
## [9361] 0.0031729755 0.0032454417 0.0032164619 0.0031866434 0.0031635960
## [9366] 0.0032000150 0.0032334379 0.0032725608 0.0032465221 0.0031820640
## [9371] 0.0031534081 0.0031860376 0.0031537265 0.0031499340 0.0030923096
## [9376] 0.0031068042 0.0031106656 0.0031145082 0.0031057445 0.0032165460
## [9381] 0.0032601184 0.0033313542 0.0032891320 0.0033128563 0.0033643304
## [9386] 0.0033632247 0.0032576069 0.0032763909 0.0031667781 0.0031209994
## [9391] 0.0031975264 0.0032277098 0.0032861657 0.0033019475 0.0033058414
## [9396] 0.0032477435 0.0033126318 0.0033280896 0.0032934919 0.0033494072
## [9401] 0.0033994119 0.0035049873 0.0034779672 0.0034567131 0.0034449747
## [9406] 0.0034229289 0.0034059238 0.0033860546 0.0034584739 0.0034190763
## [9411] 0.0033856406 0.0034078913 0.0034655817 0.0034276555 0.0033781423
## [9416] 0.0034315327 0.0035007735 0.0034975941 0.0034243729 0.0035248306
## [9421] 0.0036076237 0.0035514852 0.0035481874 0.0034388949 0.0034654711
## [9426] 0.0035595288 0.0034648062 0.0034295610 0.0033827607 0.0033396085
## [9431] 0.0032476031 0.0032656194 0.0031558552 0.0031512439 0.0031924338
## [9436] 0.0031779051 0.0032207682 0.0032227634 0.0031890991 0.0032311422
## [9441] 0.0032108863 0.0033089047 0.0033306661 0.0033803621 0.0033870735
## [9446] 0.0032186178 0.0031428809 0.0031217002 0.0031114824 0.0029761298
## [9451] 0.0030288993 0.0030089395 0.0029672116 0.0028822281 0.0028234251
## [9456] 0.0028353170 0.0028526880 0.0027512193 0.0026941049 0.0027071687
## [9461] 0.0026941168 0.0028062252 0.0028505075 0.0028813887 0.0028992697
## [9466] 0.0029158673 0.0028787016 0.0029270852 0.0029976301 0.0030373698
## [9471] 0.0030019241 0.0029166014 0.0029177716 0.0029415296 0.0030009906
## [9476] 0.0029317172 0.0029371400 0.0029463487 0.0030090316 0.0030034179
## [9481] 0.0029810844 0.0029128570 0.0028828723 0.0028665086 0.0029887614
## [9486] 0.0031083048 0.0030931538 0.0030412645 0.0029227693 0.0029715032
## [9491] 0.0029191707 0.0030252395 0.0029729346 0.0029881782 0.0031768780
## [9496] 0.0031181858 0.0031328292 0.0030830999 0.0030909903 0.0030477251
## [9501] 0.0030396780 0.0030373210 0.0029714729 0.0029742000 0.0030268761
## [9506] 0.0030988651 0.0030264105 0.0030203903 0.0030926877 0.0030298371
## [9511] 0.0028908172 0.0028491803 0.0027995543 0.0027986737 0.0027868820
## [9516] 0.0028097971 0.0028025687 0.0028114470 0.0027770003 0.0028396806
## [9521] 0.0028105872 0.0028357141 0.0027875026 0.0027840228 0.0027921629
## [9526] 0.0027037137 0.0026927303 0.0027327674 0.0027702615 0.0027610677
## [9531] 0.0026973457 0.0027516673 0.0027488082 0.0027181238 0.0027960697
## [9536] 0.0027672493 0.0028010684 0.0028642460 0.0029166346 0.0029120463
## [9541] 0.0029103891 0.0029415765 0.0029663592 0.0029600682 0.0030352745
## [9546] 0.0030175760 0.0029780222 0.0030118070 0.0028982693 0.0029441244
## [9551] 0.0029662197 0.0029507343 0.0029047060 0.0028726392 0.0029519149
## [9556] 0.0029292954 0.0028172706 0.0028450541 0.0028157166 0.0027900411
## [9561] 0.0027283798 0.0027163287 0.0027487067 0.0027158126 0.0026823640
## [9566] 0.0027330122 0.0027231242 0.0027202056 0.0026861671 0.0027225603
## [9571] 0.0026622414 0.0027007221 0.0027303788 0.0027039884 0.0027505686
## [9576] 0.0028093409 0.0028368286 0.0029494551 0.0028487502 0.0028000003
## [9581] 0.0027294100 0.0027331035 0.0028188369 0.0029016417 0.0029305093
## [9586] 0.0029797061 0.0029664694 0.0030003947 0.0030204782 0.0029806294
## [9591] 0.0029510228 0.0029433308 0.0030159287 0.0029644550 0.0028551799
## [9596] 0.0029001762 0.0028637668 0.0028289923 0.0028725272 0.0028118271
## [9601] 0.0027836294 0.0028712782 0.0029102645 0.0029319255 0.0029349495
## [9606] 0.0028827701 0.0028038230 0.0027931948 0.0029009584 0.0029034628
## [9611] 0.0029031609 0.0028912143 0.0028681247 0.0028195004 0.0029697944
## [9616] 0.0029461970 0.0029268200 0.0028428135 0.0028264950 0.0028262416
## [9621] 0.0028056791 0.0027184592 0.0028117290 0.0029051503 0.0029425196
## [9626] 0.0028920615 0.0029269547 0.0029193731 0.0028996019 0.0029722763
## [9631] 0.0029009774 0.0028748611 0.0028428166 0.0028478349 0.0027701736
## [9636] 0.0027486722 0.0027828490 0.0028064945 0.0027457459 0.0027848642
## [9641] 0.0026753275 0.0026636347 0.0027088675 0.0026839901 0.0026943399
## [9646] 0.0026093190 0.0026604776 0.0025657233 0.0025405645 0.0025185358
## [9651] 0.0025312957 0.0024837731 0.0025767107 0.0025240647 0.0025372721
## [9656] 0.0023719316 0.0023644310 0.0023907151 0.0023272413 0.0023547597
## [9661] 0.0023924113 0.0024422639 0.0023956006 0.0023346901 0.0022359255
## [9666] 0.0022192777 0.0021487818 0.0021865335 0.0021777318 0.0022685435
## [9671] 0.0022261483 0.0022737162 0.0022500670 0.0021779427 0.0022138342
## [9676] 0.0021436974 0.0020939044 0.0020615781 0.0020727352 0.0020265299
## [9681] 0.0020628271 0.0020073609 0.0020157452 0.0020085646 0.0019504987
## [9686] 0.0019200129 0.0019018184 0.0019322345 0.0020238392 0.0019735570
## [9691] 0.0020081600 0.0019925638 0.0019092694 0.0018872744 0.0019023547
## [9696] 0.0019079970 0.0018177207 0.0018322534 0.0018708395 0.0018773531
## [9701] 0.0018389152 0.0019378242 0.0019363878 0.0019405522 0.0019045596
## [9706] 0.0018421418 0.0017748301 0.0017631857 0.0018287658 0.0018966487
## [9711] 0.0019688051 0.0020255675 0.0020255555 0.0019618720 0.0019383860
## [9716] 0.0018380922 0.0018152326 0.0018955612 0.0018950403 0.0019328117
## [9721] 0.0019622427 0.0019229543 0.0020063365 0.0019957819 0.0019484813
## [9726] 0.0019507803 0.0018681291 0.0018892537 0.0019146066 0.0018977590
## [9731] 0.0018629781 0.0019068643 0.0018639033 0.0018241717 0.0018319538
## [9736] 0.0018131804 0.0018429503 0.0018210261 0.0018813476 0.0018977217
## [9741] 0.0017972432 0.0017329758 0.0018087086 0.0018376092 0.0017974418
## [9746] 0.0017424946 0.0017967982 0.0017714039 0.0018474628 0.0019222734
## [9751] 0.0018430976 0.0018148763 0.0017646548 0.0017836456 0.0017178588
## [9756] 0.0016131361 0.0017009513 0.0017377774 0.0017965235 0.0017679009
## [9761] 0.0017551924 0.0017964739 0.0017265700 0.0017248359 0.0017219819
## [9766] 0.0017749055 0.0017998092 0.0018533910 0.0018481075 0.0017883419
## [9771] 0.0017885676 0.0017015972 0.0017355793 0.0018073008 0.0017928309
## [9776] 0.0017541211 0.0018343630 0.0018308938 0.0018109866 0.0018577967
## [9781] 0.0018312358 0.0018958961 0.0018557299 0.0018599753 0.0019138061
## [9786] 0.0018524220 0.0018892270 0.0018899119 0.0019245447 0.0018918069
## [9791] 0.0018823054 0.0019469178 0.0019559678 0.0020024958 0.0019965040
## [9796] 0.0019509047 0.0019654803 0.0019246202 0.0017963418 0.0018529545
## [9801] 0.0018141031 0.0017447655 0.0017999964 0.0017893736 0.0017721510
## [9806] 0.0017552218 0.0017218343 0.0017663353 0.0018081572 0.0017326104
## [9811] 0.0017430826 0.0017790128 0.0018284429 0.0017273776 0.0017163394
## [9816] 0.0017920344 0.0018379665 0.0017639922 0.0016851986 0.0017168809
## [9821] 0.0017085928 0.0017419713 0.0017565148 0.0017737994 0.0017823407
## [9826] 0.0017969001 0.0017476378 0.0018592835 0.0017901185 0.0018037968
## [9831] 0.0017798296 0.0018604025 0.0019074194 0.0018749752 0.0018816401
## [9836] 0.0019229842 0.0020117082 0.0020222310 0.0019853559 0.0019535650
## [9841] 0.0020490401 0.0019482173 0.0020866082 0.0020918270 0.0020690143
## [9846] 0.0020761585 0.0021019908 0.0021297783 0.0020553132 0.0020660515
## [9851] 0.0020896356 0.0021266697 0.0020610749 0.0019331752 0.0019063165
## [9856] 0.0018550676 0.0018250028 0.0017746871 0.0017611340 0.0017558714
## [9861] 0.0017914832 0.0018384986 0.0017998770 0.0017862209 0.0018055183
## [9866] 0.0018574181 0.0018530041 0.0017732929 0.0017882719 0.0017739874
## [9871] 0.0018535384 0.0018642949 0.0018385569 0.0018237795 0.0018128935
## [9876] 0.0018343459 0.0018209427 0.0018680986 0.0018880888 0.0018626811
## [9881] 0.0018221711 0.0018528215 0.0018467204 0.0018482898 0.0019196644
## [9886] 0.0019874747 0.0019583939 0.0020261482 0.0019965865 0.0020119188
## [9891] 0.0020363598 0.0020132782 0.0020795306 0.0020371876 0.0020604951
## [9896] 0.0020604120 0.0020241847 0.0020764146 0.0019915145 0.0019643172
## [9901] 0.0018891045 0.0018924365 0.0019107060 0.0018490840 0.0018693393
## [9906] 0.0018095575 0.0018473485 0.0018485999 0.0018829586 0.0018325170
## [9911] 0.0018371254 0.0018145792 0.0017595378 0.0017576252 0.0018506754
## [9916] 0.0018159786 0.0018079516 0.0018523571 0.0018714862 0.0019803971
## [9921] 0.0020058636 0.0021163914 0.0021224486 0.0020796809 0.0020954504
## [9926] 0.0020581563 0.0020164934 0.0020023747 0.0020315247 0.0020423203
## [9931] 0.0020805938 0.0021134185 0.0021060410 0.0019955839 0.0020297642
## [9936] 0.0021287594 0.0021313695 0.0020750262 0.0020615171 0.0020246075
## [9941] 0.0020202778 0.0020524767 0.0020802900 0.0020890791 0.0020431399
## [9946] 0.0020856910 0.0021564130 0.0022523635 0.0022131464 0.0022235751
## [9951] 0.0022774358 0.0022772066 0.0023116879 0.0023165188 0.0023149072
## [9956] 0.0023217700 0.0023707069 0.0024017289 0.0023848113 0.0022860789
## [9961] 0.0022572702 0.0022743312 0.0021558327 0.0022625473 0.0021866267
## [9966] 0.0021247250 0.0021852490 0.0020994848 0.0021348545 0.0021054298
## [9971] 0.0021344902 0.0021861573 0.0021323323 0.0021048854 0.0019614423
## [9976] 0.0019303896 0.0019509567 0.0019598148 0.0020427344 0.0020365195
## [9981] 0.0020672275 0.0020709627 0.0020414794 0.0020796673 0.0021142897
## [9986] 0.0021182322 0.0020811341 0.0020888651 0.0021341990 0.0021748207
## [9991] 0.0021425874 0.0021118297 0.0021402218 0.0021896123 0.0021934357
## [9996] 0.0021698458 0.0021247328 0.0021006641 0.0020239872 0.0019897885Bài Tập Tuần 5
Xây dựng mô hình nghiên cứu
Dữ liệu nghiên cứu
Mô phỏng lợi nhuận của một danh mục đầu tư của 5 loại cổ phiếu và 1 tỷ giá. Dữ liệu được thu nhập từ giá đóng cửa của các biến từ 4/1/2022 đến 30/6/2023 là 370 quan sát.
Danh mục đầu tư bao gồm :
BID: giá cổ phiếu ngân hàng BIDV trong 1 ngày
AGG : giá cỏ phiếu bất động sản An Gia trong 1 ngày
SSI : giá Cổ phiếu công ty chứng khoán SSI trong 1 ngày
MSFT : giá Cổ phiếu nước ngoài Microsoft trong 1 ngày
USD : Tỷ giá USD/VND trong 1 ngày
FPT : giá Cổ phiếu cổ phần công ty FPT trong 1 ngày
Tỷ suất lợi nhuận đầu tư cổ phiếu như sau: \(R_t =\frac{P_t - P_{t-1}}{P_{t-1}}\)
Lợi nhuận của danh mục đầu tư:
\(E_p(R)= \sum W_j R_j\)
- \(W_j\) : Tỷ trọng của cổ phiếu j
- $R_j : Tỷ suất của cổ phiếu j
Mô hình nghiên cứu
Lợi nhuận trong danh mục:
\(E(R)= \beta_0 + \beta_1 E(BID) + \beta_2E(AGG)+ \beta_3E(SSI)+\beta_4E(MSFT)+\beta_5E(USD)+\beta_6E(FPT))\)
E(BID): Lợi nhuận của cổ phiếu ngân hàng BIDV
E(AGG): Lợi nhuận của cổ phiếu bất động sản An Gia
E(SSI) : Lợi nhuận Cổ phiếu công ty chứng khoán SSI
E(MSFT) : Lợi nhuận Cổ phiếu nước ngoài Microsoft
E(USD) : Lợi nhuận Tỷ giá USD/VND
E(FPT) : Lợi nhuận Cổ phiếu cổ phần công ty FPT
model <- lm(d$E ~ d$EBID + d$EAGG + d$ESSI + d$EMSFT + d$EUSD + d$EFPT)
summary(model)## Warning in summary.lm(model): essentially perfect fit: summary may be
## unreliable##
## Call:
## lm(formula = d$E ~ d$EBID + d$EAGG + d$ESSI + d$EMSFT + d$EUSD +
## d$EFPT)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.670e-17 -1.815e-18 -5.550e-19 9.840e-19 1.350e-16
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -5.411e-19 4.507e-19 -1.201e+00 0.231
## d$EBID 1.000e+00 1.148e-16 8.711e+15 <2e-16 ***
## d$EAGG 1.000e+00 1.100e-16 9.090e+15 <2e-16 ***
## d$ESSI 1.000e+00 7.072e-17 1.414e+16 <2e-16 ***
## d$EMSFT 1.000e+00 2.130e-16 4.695e+15 <2e-16 ***
## d$EUSD 1.000e+00 8.091e-16 1.236e+15 <2e-16 ***
## d$EFPT 1.000e+00 1.999e-16 5.001e+15 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.63e-18 on 363 degrees of freedom
## Multiple R-squared: 1, Adjusted R-squared: 1
## F-statistic: 2.413e+33 on 6 and 363 DF, p-value: < 2.2e-16E = -1.308e-18 + 1.000e+00EBID + 1.000e+00EAGG + 1.000e+00ESSI + 1.000e+00EMSFT + 1.000e+00EUSD + 1.000e+00EFPT
3 BÀi TẬP TUẦN 3
Xác định phân phối của các biến đầu vào.
summary(d)## Ngày BID AGG MSFT
## Length:370 Min. :28500 Min. :27500 Min. :214.2
## Class :character 1st Qu.:35800 1st Qu.:29280 1st Qu.:249.2
## Mode :character Median :40625 Median :32727 Median :270.1
## Mean :40118 Mean :33309 Mean :273.2
## 3rd Qu.:44388 3rd Qu.:34818 3rd Qu.:295.0
## Max. :49000 Max. :47545 Max. :348.1
## USD SSI FPT EBID
## Min. :22625 Min. :13900 Min. :65900 Min. :-0.2000000
## 1st Qu.:23172 1st Qu.:19500 1st Qu.:77000 1st Qu.:-0.0021692
## Median :23448 Median :21800 Median :80500 Median : 0.0000000
## Mean :23456 Mean :24804 Mean :80917 Mean :-0.0003992
## 3rd Qu.:23590 3rd Qu.:25997 3rd Qu.:84480 3rd Qu.: 0.0025458
## Max. :24871 Max. :47092 Max. :96050 Max. : 0.0139752
## EAGG EMSFT EUSD
## Min. :-0.250000 Min. :-1.000e-01 Min. :-5.000e-02
## 1st Qu.:-0.001310 1st Qu.:-1.293e-03 1st Qu.:-2.119e-05
## Median : 0.000000 Median :-9.963e-05 Median : 0.000e+00
## Mean :-0.000808 Mean :-2.479e-04 Mean :-1.302e-04
## 3rd Qu.: 0.000446 3rd Qu.: 1.285e-03 3rd Qu.: 3.190e-05
## Max. : 0.017472 Max. : 8.227e-03 Max. : 5.911e-04
## ESSI EFPT E
## Min. :-0.2500000 Min. :-0.1500000 Min. :-1.0000000
## 1st Qu.:-0.0045098 1st Qu.:-0.0009271 1st Qu.:-0.0068859
## Median : 0.0000000 Median : 0.0000000 Median : 0.0002365
## Mean :-0.0009532 Mean :-0.0003362 Mean :-0.0028747
## 3rd Qu.: 0.0039370 3rd Qu.: 0.0011208 3rd Qu.: 0.0077309
## Max. : 0.0221385 Max. : 0.0104606 Max. : 0.04919093.1 Biến BID
Đồ thị
hist(d$EBID)
Kiểm Định Phân Phối
Kiểm định Shapiro-Wilk Test
shapiro.test(d$EBID)##
## Shapiro-Wilk normality test
##
## data: d$EBID
## W = 0.32, p-value < 2.2e-16Với p-value < 5% -> Biến EBID không tuân theo phân phối chuẩn
ks.test(d$EBID, "plnorm", meanlog = mean(log(d$EBID)), sdlog = sd(log(d$EBID)))## Warning in ks.test.default(d$EBID, "plnorm", meanlog = mean(log(d$EBID)), :
## ties should not be present for the Kolmogorov-Smirnov test## Warning in log(d$EBID): NaNs produced
## Warning in log(d$EBID): NaNs produced##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EBID
## D = NA, p-value = NA
## alternative hypothesis: two-sidedKiểm định phân phối mũ
ks.test(d$EBID, "plnorm", meanlog = mean(log(d$EBID)), sdlog = sd(log(d$EBID)))## Warning in ks.test.default(d$EBID, "plnorm", meanlog = mean(log(d$EBID)), :
## ties should not be present for the Kolmogorov-Smirnov test## Warning in log(d$EBID): NaNs produced
## Warning in log(d$EBID): NaNs produced##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EBID
## D = NA, p-value = NA
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến BID không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$EBID, y = 'punif')## Warning in ks.test.default(d$EBID, y = "punif"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EBID
## D = 0.98602, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến BID không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$EBID, y = 'plnorm')## Warning in ks.test.default(d$EBID, y = "plnorm"): ties should not be present
## for the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EBID
## D = 0.99999, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến BID không tuân theo phân phối loga chuẩn
3.2 Biến AGG
Đồ thị
hist(d$EAGG)
Kiểm Định Phân Phối
Kiểm định Shapiro-Wilk Test
shapiro.test(d$EAGG)##
## Shapiro-Wilk normality test
##
## data: d$EAGG
## W = 0.1857, p-value < 2.2e-16Với p-value< 5% -> Biến EAGG không tuân theo phân phối chuẩn
Kiểm định phân phối mũ
ks.test(d$EAGG, y = 'pexp')## Warning in ks.test.default(d$EAGG, y = "pexp"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EAGG
## D = 0.98268, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EAGG không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$EAGG, y = 'punif')## Warning in ks.test.default(d$EAGG, y = "punif"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EAGG
## D = 0.98253, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EAGG không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$EAGG, y = 'plnorm')## Warning in ks.test.default(d$EAGG, y = "plnorm"): ties should not be present
## for the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EAGG
## D = 0.99997, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EAGG không tuân theo phân phối loga chuẩn
3.3 Biến SSI
Đồ thị
hist(d$ESSI)
Kiểm Định Phân Phối
Kiểm định Shapiro-Wilk Test
shapiro.test(d$ESSI)##
## Shapiro-Wilk normality test
##
## data: d$ESSI
## W = 0.42483, p-value < 2.2e-16Với p-value< 5% -> Biến ESSI không tuân theo phân phối chuẩn Kiểm định phân phối mũ
ks.test(d$ESSI, y = 'pexp')## Warning in ks.test.default(d$ESSI, y = "pexp"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$ESSI
## D = 0.98009, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến ESSI không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$ESSI, y = 'punif')## Warning in ks.test.default(d$ESSI, y = "punif"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$ESSI
## D = 0.97995, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến ESSI không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$ESSI, y = 'plnorm')## Warning in ks.test.default(d$ESSI, y = "plnorm"): ties should not be present
## for the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$ESSI
## D = 0.99993, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến ESSI không tuân theo phân phối loga chuẩn
3.4 Biến MSFT
Đồ thị
hist(d$EMSFT)
Kiểm Định Phân Phối
Kiểm định Shapiro-Wilk Test
shapiro.test(d$EMSFT)##
## Shapiro-Wilk normality test
##
## data: d$EMSFT
## W = 0.271, p-value < 2.2e-16Với p-value< 5% -> Biến EMSFT không tuân theo phân phối chuẩn
Kiểm định phân phối mũ
ks.test(d$EMSFT, y = 'pexp')##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EMSFT
## D = 0.99181, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EMSFT không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$EMSFT, y = 'punif')##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EMSFT
## D = 0.99177, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EMSFT không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$EMSFT, y = 'plnorm')##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EMSFT
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EMSFT không tuân theo phân phối loga chuẩn
3.5 Biến USD/VND
Đồ thị
hist(d$EUSD)
Kiểm Định Phân Phối
Kiểm định Shapiro-Wilk Test
shapiro.test(d$EUSD)##
## Shapiro-Wilk normality test
##
## data: d$EUSD
## W = 0.037738, p-value < 2.2e-16Với p-value< 5% -> Biến EUSD không tuân theo phân phối chuẩn
Kiểm định phân phối mũ
ks.test(d$EUSD, y = 'pexp')## Warning in ks.test.default(d$EUSD, y = "pexp"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EUSD
## D = 0.99941, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EUSD không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$EUSD, y = 'punif')## Warning in ks.test.default(d$EUSD, y = "punif"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EUSD
## D = 0.99941, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EUSD không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$EUSD, y = 'plnorm')## Warning in ks.test.default(d$EUSD, y = "plnorm"): ties should not be present
## for the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EUSD
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EUSD không tuân theo phân phối loga chuẩn
3.6 Biến FPT
Đồ thị
hist(d$EFPT)
Kiểm Định Phân Phối Chuẩn
Kiểm định Shapiro-Wilk Test
shapiro.test(d$EFPT)##
## Shapiro-Wilk normality test
##
## data: d$EFPT
## W = 0.21464, p-value < 2.2e-16Với p-value< 1% -> Biến EFPT không tuân theo phân phối chuẩn Kiểm định phân phối mũ
ks.test(d$EFPT, y = 'pexp')## Warning in ks.test.default(d$EFPT, y = "pexp"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EFPT
## D = 0.98959, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EFPT không tuân theo phân phối mũ
Kiểm định phân phối đều
ks.test(d$EFPT, y = 'punif')## Warning in ks.test.default(d$EFPT, y = "punif"): ties should not be present for
## the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EFPT
## D = 0.98954, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EFPT không tuân theo phân phối đều
Kiểm định phân phối loga chuẩn
ks.test(d$EFPT, y = 'plnorm')## Warning in ks.test.default(d$EFPT, y = "plnorm"): ties should not be present
## for the Kolmogorov-Smirnov test##
## Asymptotic one-sample Kolmogorov-Smirnov test
##
## data: d$EFPT
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sidedVới p-value < 5% -> Biến EFPT không tuân theo phân phối loga chuẩn
2 BÀi TẬP TUẦN 2
Mô Phỏng Lợi Nhuận Của Một Doanh Mục Đầu Tư
Danh mục đầu tư (Investment Portfolio) là sự kết hợp các loại tài sản khác nhau như cổ phiếu, trái phiếu, bất động sản và các loại tài sản khác nhằm tối ưu hóa lợi nhuận và giảm thiểu rủi ro trong đầu tư.
Đa dạng hóa danh mục đầu tư là một trong những biện pháp quan trọng trong quản trị rủi ro khi đầu tư. Sự kết hợp phù hợp của nhiều loại tài sản có mức sinh lời và rủi ro khác nhau như: vàng, bất động sản, ngoại tệ, cổ phiếu và trái phiếu… giúp giảm rủi ro tổng thể so với việc nắm giữ một loại chứng khoán hay một loại tài sản duy nhất trên danh mục đầu tư.
Biến Đầu Vào
Dữ liệu lấy giá đóng cửa của các biến từ 4/1/2022 đến 1/7/2023 gồm 370 quan sát Bao gồm các biến: BID,AGG,SSI,MSFT,USD,FPT với tỷ trọng tương ứng: 20%,25%,25%,10%,5%,15%
Một danh mục đầu tư bao gồm:
BID: giá cổ phiếu ngân hàng BIDV trong 1 ngày
AGG : giá cỏ phiếu bất động sản An Gia trong 1 ngày
SSI : giá Cổ phiếu công ty chứng khoán SSI trong 1 ngày
MSFT : giá Cổ phiếu nước ngoài Microsoft trong 1 ngày
USD : Tỷ giá USD/VND trong 1 ngày
FPT : giá Cổ phiếu cổ phần công ty FPT trong 1 ngày
Tỷ suất lợi nhuận đầu tư cổ phiếu như sau: \(R_t =\frac{P_t - P_{t-1}}{P_{t-1}}\)
Lợi nhuận của danh mục đầu tư:
\(E_p(R)= \sum W_j R_j\)
- \(W_j\) : Tỷ trọng của cổ phiếu j
- $R_j : Tỷ suất của cổ phiếu j
1 BÀI TẬP TUẦN 1
Phân phối Poisson
Mô phỏng số khách hàng đến mua hàng trong 100 ngày,lambda=3
rpois(n=100,lambda=3)## [1] 2 1 1 2 1 3 1 3 2 2 2 4 2 4 4 2 2 3 5 1 3 8 4 2 2 5 1 4 2 4 3 1 3 0 3 1 2
## [38] 4 7 5 2 1 1 2 1 4 4 4 1 3 2 3 2 5 3 4 4 4 2 2 3 2 3 2 4 2 1 3 6 1 4 2 3 2
## [75] 2 2 5 1 4 2 4 4 3 1 3 1 4 3 3 4 3 2 2 4 2 1 3 1 2 2u<-rpois(n=100,lambda=3)
hist(u)
Phân phối chuẩn
Mô phỏng thời gian di chuyển của 1 người trong 1 ngày,giá trị trung bình=50 phút,độ lệch chuẩn = 10 phút
rnorm(n=100,mean=50,sd=10)## [1] 44.95489 62.94986 51.52585 46.88426 39.29800 55.69858 45.10544 52.50765
## [9] 47.38787 52.61532 64.31079 53.96085 45.24815 67.88633 49.48890 42.60541
## [17] 70.79365 53.76673 27.10512 61.84827 53.05427 56.44630 61.63727 59.35334
## [25] 50.97983 57.68235 61.08270 46.14570 54.03057 47.22541 55.57314 48.03347
## [33] 49.18067 56.62346 46.33853 55.95224 41.84395 40.93194 35.76393 53.50303
## [41] 51.58038 29.27230 58.21606 44.07114 40.20226 51.62041 56.06909 43.39789
## [49] 44.99978 45.03561 31.05737 44.90208 42.22370 57.36459 63.57404 50.13880
## [57] 34.95276 58.93027 45.68708 54.22224 46.60136 45.01898 39.69869 57.50036
## [65] 44.11203 63.56486 56.41451 61.11701 41.14595 39.61059 59.86158 43.01317
## [73] 41.53871 45.80127 52.74520 67.87588 60.86038 39.47334 52.87420 61.06172
## [81] 43.47336 58.25608 57.49953 52.30152 66.98417 53.15856 31.25889 56.06295
## [89] 58.79018 39.06898 47.62545 45.08362 56.16285 47.53571 59.23624 42.76852
## [97] 56.34478 63.31285 59.30969 66.08572d<-rnorm(n=100,mean=50,sd=10)
hist(d)
Phân phối đều
Mô phỏng số bánh được 1 khách mua trong số 100 cái,nhiều nhất là 30 cái,thấp nhất là 1 cái
runif(n=100,min=1,max=30)## [1] 11.553705 4.613228 18.521319 21.234609 24.384944 20.937151 29.599770
## [8] 23.628563 3.082920 7.288706 20.144331 18.432030 7.920586 27.704866
## [15] 4.205827 5.878635 11.962096 19.466544 26.207335 16.678009 25.892602
## [22] 18.705701 24.291394 2.779277 12.313516 1.011769 4.272689 24.593607
## [29] 25.530660 15.178711 21.472048 6.451286 16.852482 21.415241 27.782563
## [36] 10.926335 18.775278 8.172758 1.722540 29.834542 4.934257 2.932621
## [43] 8.322717 5.718420 10.353998 21.483655 8.576431 9.904385 5.145460
## [50] 28.445779 29.940685 29.440779 9.150579 5.036044 7.034478 24.192424
## [57] 7.825838 3.377865 17.579647 19.471722 3.719915 25.364837 24.732435
## [64] 13.372357 18.224388 9.783194 26.279039 15.847239 7.705567 23.585621
## [71] 28.180858 27.278821 29.579928 12.494867 21.029425 10.480365 23.855805
## [78] 18.235725 10.242542 16.447795 24.961861 20.872130 2.704868 1.670971
## [85] 28.065274 14.225302 25.165563 15.151221 4.494862 20.846584 12.924702
## [92] 26.201710 16.226946 8.092641 27.289839 10.218620 19.575757 4.511133
## [99] 1.809727 16.497831e<-runif(n=100,min=1,max=30)
hist(e)
Phân phối nhị thức Mô phỏng số bánh bị cháy. Trong 100 cái bánh mới ra lò,chọn ngẫu nhiên 20 cái,có 10% bánh bị cháy
rbinom(n=100,size=20,p=0.1)## [1] 1 1 1 2 2 4 1 3 2 2 2 1 1 0 1 3 1 4 2 5 3 1 2 3 3 1 2 1 0 2 1 1 3 3 3 1 1
## [38] 1 4 3 1 1 2 4 2 1 2 4 0 3 2 2 6 3 1 2 2 2 1 2 1 1 0 3 4 1 0 2 2 4 1 2 1 1
## [75] 0 1 1 0 2 5 2 5 1 2 3 3 2 2 3 2 0 1 1 0 2 3 1 0 4 0s<-rbinom(n=100,size=20,p=0.1)
hist(s)
** Phân phối mũ **
```r
rexp(n=100,rate=0.25)## [1] 2.077034490 0.189714743 3.018550869 5.766593903 4.745970946
## [6] 1.778678708 1.123561893 11.528429720 2.240691990 3.189647529
## [11] 2.458868882 6.067828148 0.321494764 0.374764634 1.426499665
## [16] 8.505698116 10.144662953 23.055644451 4.244603842 6.928694114
## [21] 1.351613235 9.054242409 0.009037893 5.018227365 2.132791338
## [26] 5.363476608 14.107375703 5.491413399 6.529338115 0.824658521
## [31] 1.050631730 1.087834741 3.135771461 1.214744754 7.758985544
## [36] 0.201584939 0.010239845 2.338084651 2.967426911 2.410988433
## [41] 5.829004600 4.612927109 2.115709700 5.908723953 2.851966374
## [46] 11.839816629 3.789640501 2.697662653 2.908514798 9.293507866
## [51] 1.288817776 1.021126813 0.651056362 1.355794566 5.029378649
## [56] 4.708057482 3.095128108 13.736545979 1.432481838 4.684486427
## [61] 1.044738231 0.528773181 7.873980865 0.105747050 3.507530234
## [66] 1.342745834 8.913487665 0.998224342 16.572503529 0.252039552
## [71] 5.379830338 9.989215679 1.793013161 0.849332120 6.292209126
## [76] 5.541549675 2.198112924 6.506294809 5.011556290 1.671267765
## [81] 8.448126561 1.248125294 0.689563619 6.263940297 0.514751292
## [86] 1.576353174 1.079808481 1.634572087 4.680317835 2.082740037
## [91] 1.696193768 3.179203487 0.435900004 13.568850934 0.262406828
## [96] 1.632709173 2.776263938 2.030790402 1.080642121 2.228163280t<-rexp(n=100,rate=0.25)
hist(t)