| | *The author of this computation has been verified* | R Software Module: /rwasp_harrell_davis.wasp (opens new window with default values) | Title produced by software: Harrell-Davis Quantiles | Date of computation: Wed, 03 Nov 2010 22:09:52 +0000 | | Cite this page as follows: | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Nov/03/t12888222438t65bgbtz7nztev.htm/, Retrieved Wed, 03 Nov 2010 23:10:44 +0100 | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Nov/03/t12888222438t65bgbtz7nztev.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | Original text written by user: | | | IsPrivate? | No (this computation is public) | | User-defined keywords: | | | Dataseries X: | » Textbox « » Textfile « » CSV « | 10
10
10.07
10.07
9.93
9.93
9.93
9.93
9.93
9.93
9.93
9.93
9.93
9.93
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
9.93
9.93
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
10.07
9.93
10.07
10.08
10.14
10.14
10.14
10.14
10.14
10.08
10.08
10.14
10.14
10.14
10.14
10.14
10.08
10.14
10.08
10.08
10.08
10.08
10.08
10.14
10.14
10.08
10.08
10.14
10.14
10.14
10.14
10.14
10.08
10.08
10.08
10.08
10.08
10.14
10.14
10.14
10.14
10.14
10.45
10.45
10.51
10.51
10.51
10.51
10.51
10.45
10.45
10.45
10.51
10.45
10.51
10.8
10.8
10.8
10.8
10.9
10.9
10.9
10.8
10.8
10.9
10.9
10.8
10.8
10.8
10.9
11.2
11.2
11.2
11.2
11.2
11.28
11.28
11.2
11.2
11.28
11.2
11.28
11.28
11.28
11.28
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.2
11.28
11.28
11.2
11.2
11.2 etc... | | Output produced by software: |
Harrell-Davis Quantiles | quantiles | value | standard error | 0.001 | 9.93000004109651 | 0 | 0.002 | 9.93000034964187 | 3.40021920423105e-06 | 0.003 | 9.93000178442386 | 1.36563126056817e-05 | 0.004 | 9.9300068699507 | 3.74771326585638e-05 | 0.005 | 9.9300217875668 | 0.000105566341017656 | 0.006 | 9.93005963485371 | 0.000265650482695802 | 0.007 | 9.9301450017245 | 0.000592766223162826 | 0.008 | 9.93031943530915 | 0.00120649533814542 | 0.009 | 9.9306467731928 | 0.0022401333662015 | 0.01 | 9.93121681214924 | 0.00385474028807554 | 0.011 | 9.93214558111097 | 0.00621545039551867 | 0.012 | 9.93357077876064 | 0.0094299718120644 | 0.013 | 9.93564174833726 | 0.0135419189090965 | 0.014 | 9.93850454287866 | 0.0184925103092652 | 0.015 | 9.94228388289878 | 0.0241108626165619 | 0.016 | 9.9470647721495 | 0.0301125471031843 | 0.017 | 9.95287692737307 | 0.0361437117265616 | 0.018 | 9.9596848662468 | 0.0418008961803659 | 0.019 | 9.96738555255338 | 0.0466856849963146 | 0.02 | 9.97581415536244 | 0.0504549376591724 | 0.021 | 9.9847570647147 | 0.052867104703829 | 0.022 | 9.9939701362502 | 0.0537847090510102 | 0.023 | 10.0031994367181 | 0.0532148378540182 | 0.024 | 10.0122016210362 | 0.051270494189479 | 0.025 | 10.0207614429061 | 0.0481617847160491 | 0.026 | 10.0287046367353 | 0.0441603569230818 | 0.027 | 10.0359053121893 | 0.039555986622398 | 0.028 | 10.0422878824520 | 0.0346479330993045 | 0.029 | 10.04782425643 | 0.0297071011671806 | 0.03 | 10.0525274816711 | 0.0249428487874103 | 0.031 | 10.0564432119993 | 0.020521535418117 | 0.032 | 10.0596403268668 | 0.0165646897734844 | 0.033 | 10.0622018143948 | 0.0131174434588787 | 0.034 | 10.0642167234555 | 0.0102008610178950 | 0.035 | 10.0657736618068 | 0.00778979046076505 | 0.036 | 10.0669560202399 | 0.00584838563487035 | 0.037 | 10.0678388691347 | 0.00431917514815624 | 0.038 | 10.0684873163044 | 0.00313393807067465 | 0.039 | 10.0689560307854 | 0.00223632375239402 | 0.04 | 10.0692896137236 | 0.00157873552038529 | 0.041 | 10.0695235176887 | 0.00109438682377366 | 0.042 | 10.0696852622708 | 0.00075180787465869 | 0.043 | 10.0697957517977 | 0.000505742938054771 | 0.044 | 10.0698705593504 | 0.000337483232837743 | 0.045 | 10.0699210928442 | 0.000230786325735673 | 0.046 | 10.0699556002291 | 0.000156245655430157 | 0.047 | 10.0699800009451 | 0.000124866529264712 | 0.048 | 10.0699985505291 | 0.000109221149223997 | 0.049 | 10.0700143565263 | 0.000115997584116927 | 0.05 | 10.0700297687502 | 0.000139716881720403 | 0.051 | 10.0700466675012 | 0.000173071932692243 | 0.052 | 10.0700666713344 | 0.000219813359267845 | 0.053 | 10.0700912826574 | 0.000282983556984333 | 0.054 | 10.0701219857875 | 0.000351023093909074 | 0.055 | 10.0701603086582 | 0.000439863546801478 | 0.056 | 10.0702078564739 | 0.000547581160161498 | 0.057 | 10.0702663233871 | 0.000672505888020362 | 0.058 | 10.0703374867212 | 0.000818312357034265 | 0.059 | 10.0704231873157 | 0.000983162754511193 | 0.06 | 10.0705252991172 | 0.00116083914878612 | 0.061 | 10.0706456910495 | 0.00136998097465016 | 0.062 | 10.0707861843376 | 0.00158548401522094 | 0.063 | 10.0709485087004 | 0.00182637638057003 | 0.064 | 10.0711342610581 | 0.00207977811883766 | 0.065 | 10.0713448705097 | 0.00235218189881275 | 0.066 | 10.0715815732566 | 0.00263727433805355 | 0.067 | 10.0718454008130 | 0.00292238144798785 | 0.068 | 10.0721371842391 | 0.0032139564535139 | 0.069 | 10.0724575762438 | 0.00353121504881148 | 0.07 | 10.0728070918846 | 0.00384273558430612 | 0.071 | 10.0731861672769 | 0.00414880206990585 | 0.072 | 10.0735952343157 | 0.00447557247285226 | 0.073 | 10.0740348080005 | 0.00480487608578771 | 0.074 | 10.0745055816410 | 0.0051501862265914 | 0.075 | 10.0750085241274 | 0.00550650019792772 | 0.076 | 10.0755449726625 | 0.00588172144220476 | 0.077 | 10.0761167139618 | 0.00629703878228986 | 0.078 | 10.0767260469853 | 0.00674140757318966 | 0.079 | 10.0773758208048 | 0.00723572321084581 | 0.08 | 10.0780694422194 | 0.00777485297234853 | 0.081 | 10.0788108491789 | 0.00837907286743341 | 0.082 | 10.0796044478865 | 0.00904279997680686 | 0.083 | 10.0804550135287 | 0.00978770217042723 | 0.084 | 10.0813675568083 | 0.0105838414091459 | 0.085 | 10.0823471606995 | 0.0114648046611882 | 0.086 | 10.0833987939643 | 0.0123889582983036 | 0.087 | 10.0845271098384 | 0.0133958426435071 | 0.088 | 10.0857362397851 | 0.0144417791589145 | 0.089 | 10.0870295932342 | 0.0155035582599234 | 0.09 | 10.0884096746874 | 0.0166227636501064 | 0.091 | 10.0898779294509 | 0.0177401560340876 | 0.092 | 10.0914346285313 | 0.0188480497771599 | 0.093 | 10.0930788019357 | 0.019924167357988 | 0.094 | 10.0948082278069 | 0.0209818915707215 | 0.095 | 10.0966194825905 | 0.0219716638152426 | 0.096 | 10.0985080548735 | 0.0229047817286849 | 0.097 | 10.1004685227946 | 0.0237686389922197 | 0.098 | 10.1024947921236 | 0.0245423137835399 | 0.099 | 10.1045803893826 | 0.0252393187683123 | 0.1 | 10.1067188018650 | 0.02583929379305 | 0.101 | 10.1089038542018 | 0.0263729706763515 | 0.102 | 10.1111301093280 | 0.026847449488161 | 0.103 | 10.1133932803857 | 0.0272846204530983 | 0.104 | 10.1156906393008 | 0.0276947007040071 | 0.105 | 10.1180214075106 | 0.0280993681823538 | 0.106 | 10.1203871145973 | 0.0285821442128609 | 0.107 | 10.1227919113623 | 0.0291436532862956 | 0.108 | 10.1252428251181 | 0.0298375056662337 | 0.109 | 10.1277499466257 | 0.0307139645073855 | 0.11 | 10.1303265400871 | 0.0318049422118556 | 0.111 | 10.1329890698553 | 0.0331752654172698 | 0.112 | 10.1357571399626 | 0.0348708710270129 | 0.113 | 10.1386533451275 | 0.0369191304091627 | 0.114 | 10.1417030345031 | 0.0393577704902837 | 0.115 | 10.1449339920093 | 0.0422186568157331 | 0.116 | 10.1483760395772 | 0.045524827780858 | 0.117 | 10.1520605719697 | 0.0492870661424459 | 0.118 | 10.1560200339591 | 0.0535058146135135 | 0.119 | 10.160287352484 | 0.0581921487086052 | 0.12 | 10.1648953379200 | 0.0633119820227486 | 0.121 | 10.1698760697265 | 0.068874380528124 | 0.122 | 10.1752602824318 | 0.0748173293325775 | 0.123 | 10.1810767681493 | 0.0811346839204631 | 0.124 | 10.1873518115619 | 0.0877740088001654 | 0.125 | 10.1941086725443 | 0.0947070292519076 | 0.126 | 10.2013671303314 | 0.101859313424263 | 0.127 | 10.2091431014066 | 0.109199345931775 | 0.128 | 10.2174483411127 | 0.116647799373751 | 0.129 | 10.2262902364675 | 0.124155397256056 | 0.13 | 10.2356716948535 | 0.131643025057500 | 0.131 | 10.2455911302749 | 0.1390820936253 | 0.132 | 10.2560425458311 | 0.14641159338189 | 0.133 | 10.2670157080739 | 0.153549328321994 | 0.134 | 10.2784964061160 | 0.160469475354353 | 0.135 | 10.2904667858526 | 0.167120640932159 | 0.136 | 10.3029057475588 | 0.173469373497182 | 0.137 | 10.3157893935036 | 0.179479067746492 | 0.138 | 10.3290915111512 | 0.185120870525450 | 0.139 | 10.3427840770216 | 0.190380914066689 | 0.14 | 10.3568377663737 | 0.195244433320129 | 0.141 | 10.3712224545108 | 0.199730864002884 | 0.142 | 10.3859076966598 | 0.203794118090213 | 0.143 | 10.4008631749413 | 0.207469519612495 | 0.144 | 10.4160591028525 | 0.210777084013346 | 0.145 | 10.4314665798060 | 0.213722029697119 | 0.146 | 10.4470578905024 | 0.216317044245864 | 0.147 | 10.4628067461381 | 0.218595561063128 | 0.148 | 10.4786884665752 | 0.220571540230468 | 0.149 | 10.4946801045205 | 0.222286894541980 | 0.15 | 10.5107605144174 | 0.223741513983136 | 0.151 | 10.5269103700909 | 0.224954112945661 | 0.152 | 10.5431121361809 | 0.225993143196304 | 0.153 | 10.5593499990461 | 0.226808516992768 | 0.154 | 10.5756097631456 | 0.227486659246132 | 0.155 | 10.5918787189317 | 0.228011293711219 | 0.156 | 10.6081454880866 | 0.228411706727832 | 0.157 | 10.6243998515475 | 0.228668351818909 | 0.158 | 10.6406325652662 | 0.228804408201408 | 0.159 | 10.6568351681033 | 0.228846569294467 | 0.16 | 10.6729997857113 | 0.228800623086209 | 0.161 | 10.6891189337733 | 0.228637736254623 | 0.162 | 10.7051853235639 | 0.228379852180950 | 0.163 | 10.7211916725095 | 0.227998767790599 | 0.164 | 10.7371305222426 | 0.227518216119865 | 0.165 | 10.7529940665828 | 0.226933839663619 | 0.166 | 10.7687739918843 | 0.226214784035343 | 0.167 | 10.7844613322660 | 0.225361987579364 | 0.168 | 10.8000463423280 | 0.224354238770540 | 0.169 | 10.8155183900266 | 0.223184692755962 | 0.17 | 10.8308658723949 | 0.221812020093564 | 0.171 | 10.8460761567089 | 0.220254583473795 | 0.172 | 10.8611355495017 | 0.218473385243172 | 0.173 | 10.8760292954873 | 0.216439839233293 | 0.174 | 10.8907416079701 | 0.214159445513609 | 0.175 | 10.9052557316938 | 0.211613342933111 | 0.176 | 10.9195540383343 | 0.20877811968596 | 0.177 | 10.9336181539914 | 0.205635320906141 | 0.178 | 10.9474291171238 | 0.202183975851488 | 0.179 | 10.9609675644329 | 0.198418662703258 | 0.18 | 10.9742139412813 | 0.194337560145384 | 0.181 | 10.9871487323790 | 0.189923118978921 | 0.182 | 10.9997527077151 | 0.185208781017113 | 0.183 | 11.0120071781125 | 0.180174505057386 | 0.184 | 11.0238942543433 | 0.174856532665851 | 0.185 | 11.0353971035119 | 0.169263552587415 | 0.186 | 11.0465001963853 | 0.163421578912891 | 0.187 | 11.0571895395372 | 0.157335426166231 | 0.188 | 11.0674528865685 | 0.151063541399290 | 0.189 | 11.0772799232485 | 0.144610298409987 | 0.19 | 11.0866624221742 | 0.13802042459076 | 0.191 | 11.0955943634253 | 0.131341551222467 | 0.192 | 11.1040720186804 | 0.124601498663993 | 0.193 | 11.1120939972957 | 0.117839269062074 | 0.194 | 11.1196612539121 | 0.111067124755361 | 0.195 | 11.1267770581953 | 0.104364223376607 | 0.196 | 11.1334469282947 | 0.0977289188063152 | 0.197 | 11.1396785305016 | 0.0912208746408511 | 0.198 | 11.1454815483644 | 0.0848564323067535 | 0.199 | 11.1508675251543 | 0.0786686916450232 | 0.2 | 11.1558496840678 | 0.0726808278104146 | 0.201 | 11.1604427308763 | 0.0669203404298392 | 0.202 | 11.1646626439057 | 0.0613988555462675 | 0.203 | 11.1685264562444 | 0.0561426970826039 | 0.204 | 11.1720520349516 | 0.0511554930939726 | 0.205 | 11.1752578617811 | 0.0464444886081069 | 0.206 | 11.1781628195773 | 0.0420304162014416 | 0.207 | 11.1807859880456 | 0.0378892606432857 | 0.208 | 11.1831464520869 | 0.0340377585066521 | 0.209 | 11.1852631253265 | 0.0304843691799862 | 0.21 | 11.1871545908902 | 0.0271873182605974 | 0.211 | 11.1888389609019 | 0.0241699703453733 | 0.212 | 11.1903337556144 | 0.0214096836612871 | 0.213 | 11.1916558025612 | 0.0189116967120716 | 0.214 | 11.1928211556319 | 0.0166428444821479 | 0.215 | 11.1938450335513 | 0.0145947724056378 | 0.216 | 11.1947417768751 | 0.0127562898510990 | 0.217 | 11.1955248223185 | 0.0111191617432207 | 0.218 | 11.1962066930003 | 0.0096732179104018 | 0.219 | 11.1967990030152 | 0.00838337248605696 | 0.22 | 11.1973124746404 | 0.0072585317136202 | 0.221 | 11.1977569664282 | 0.00628036092004533 | 0.222 | 11.1981415104330 | 0.00542176164565956 | 0.223 | 11.1984743568584 | 0.00469176727288743 | 0.224 | 11.1987630244819 | 0.00407161277659465 | 0.225 | 11.1990143553118 | 0.00354421406262565 | 0.226 | 11.1992345720511 | 0.00312822273494917 | 0.227 | 11.1994293370703 | 0.00277094957088554 | 0.228 | 11.1996038117299 | 0.00250117521924500 | 0.229 | 11.1997627150304 | 0.00230935837991752 | 0.23 | 11.1999103807030 | 0.00218637532764644 | 0.231 | 11.2000508119829 | 0.00212972192299321 | 0.232 | 11.2001877334266 | 0.00213515764839057 | 0.233 | 11.2003246392459 | 0.002212089633987 | 0.234 | 11.2004648377273 | 0.00233096337201284 | 0.235 | 11.2006114913964 | 0.00250122859115203 | 0.236 | 11.2007676526612 | 0.00272255531526692 | 0.237 | 11.2009362947373 | 0.00299282341372432 | 0.238 | 11.2011203377186 | 0.00331467886708348 | 0.239 | 11.2013226697062 | 0.00368418244933747 | 0.24 | 11.2015461629627 | 0.00409735527087823 | 0.241 | 11.2017936850964 | 0.00457801335251231 | 0.242 | 11.2020681053302 | 0.00509167252186113 | 0.243 | 11.2023722959496 | 0.00564786916778306 | 0.244 | 11.2027091290669 | 0.00626475368066381 | 0.245 | 11.2030814688898 | 0.00692086916309671 | 0.246 | 11.2034921597229 | 0.00763048338737584 | 0.247 | 11.2039440099891 | 0.00839359388624922 | 0.248 | 11.2044397726020 | 0.00920241814077586 | 0.249 | 11.2049821220808 | 0.0100482041650883 | 0.25 | 11.2055736288476 | 0.0109567720727921 | 0.251 | 11.2062167312046 | 0.0118803610995586 | 0.252 | 11.2069137055357 | 0.0128645114857890 | 0.253 | 11.2076666353264 | 0.0138907515685159 | 0.254 | 11.2084773796343 | 0.0149390855377095 | 0.255 | 11.2093475416792 | 0.0160010447206265 | 0.256 | 11.2102784382410 | 0.0170814704504722 | 0.257 | 11.2112710705711 | 0.0182003617734466 | 0.258 | 11.2123260975194 | 0.0193051118666997 | 0.259 | 11.2134438115692 | 0.0204276309235213 | 0.26 | 11.2146241184416 | 0.0215394532673051 | 0.261 | 11.2158665208903 | 0.0226398861508221 | 0.262 | 11.2171701072485 | 0.0236982236966660 | 0.263 | 11.2185335452205 | 0.0247558711688343 | 0.264 | 11.21995508132 | 0.0257700440197171 | 0.265 | 11.2214325462650 | 0.0267521309325933 | 0.266 | 11.2229633665252 | 0.0276593425840857 | 0.267 | 11.2245445821055 | 0.0285337872106959 | 0.268 | 11.2261728705235 | 0.0293433816063359 | 0.269 | 11.2278445768137 | 0.0300674142741419 | 0.27 | 11.2295557492668 | 0.0307266105642653 | 0.271 | 11.2313021804855 | 0.0313203202853574 | 0.272 | 11.2330794532240 | 0.0318177989780749 | 0.273 | 11.2348829903675 | 0.0322394612649996 | 0.274 | 11.2367081083106 | 0.0325649219512433 | 0.275 | 11.2385500729107 | 0.0328139763379255 | 0.276 | 11.2404041571229 | 0.0329967524711901 | 0.277 | 11.2422656993761 | 0.0330526143052429 | 0.278 | 11.2441301617159 | 0.0330631134082421 | 0.279 | 11.2459931867316 | 0.0329969203161051 | 0.28 | 11.2478506522920 | 0.0328351684897672 | 0.281 | 11.2496987231465 | 0.0326288349796845 | 0.282 | 11.2515338984932 | 0.0323578520448487 | 0.283 | 11.2533530546881 | 0.0320325934241846 | 0.284 | 11.2551534823462 | 0.0316538157117908 | 0.285 | 11.2569329171911 | 0.0312521705098753 | 0.286 | 11.2586895641145 | 0.0308087365036932 | 0.287 | 11.2604221140319 | 0.0303754718153786 | 0.288 | 11.2621297532478 | 0.0298909938234722 | 0.289 | 11.2638121651749 | 0.0294288602950264 | 0.29 | 11.2654695243907 | 0.0289791215821249 | 0.291 | 11.2671024831443 | 0.0285533866948104 | 0.292 | 11.2687121505593 | 0.0281422951303683 | 0.293 | 11.2703000649023 | 0.0277675396140019 | 0.294 | 11.2718681594019 | 0.0274513008605049 | 0.295 | 11.2734187222112 | 0.0271625436012457 | 0.296 | 11.2749543511964 | 0.0269335818320367 | 0.297 | 11.276477904319 | 0.0267651354721117 | 0.298 | 11.2779924464423 | 0.0266681206847493 | 0.299 | 11.2795011934422 | 0.0266318370147904 | 0.3 | 11.2810074545389 | 0.0266677238844080 | 0.301 | 11.2825145737827 | 0.0267646825800733 | 0.302 | 11.2840258716281 | 0.0269428576852167 | 0.303 | 11.2855445875174 | 0.0271590716369424 | 0.304 | 11.2870738243663 | 0.0274450159508917 | 0.305 | 11.2886164957975 | 0.0277886138239224 | 0.306 | 11.2901752769136 | 0.0281783575121521 | 0.307 | 11.291752559331 | 0.0286023888304853 | 0.308 | 11.2933504111149 | 0.0290712595942179 | 0.309 | 11.2949705421670 | 0.0295698351558774 | 0.31 | 11.2966142755222 | 0.0300810910435214 | 0.311 | 11.2982825249045 | 0.0305891495597896 | 0.312 | 11.2999757787895 | 0.0311257220569457 | 0.313 | 11.3016940911106 | 0.0316401577152462 | 0.314 | 11.3034370786362 | 0.0321485708149517 | 0.315 | 11.3052039249415 | 0.0326211127405509 | 0.316 | 11.3069933907914 | 0.033077672970608 | 0.317 | 11.3088038306566 | 0.0334971865770889 | 0.318 | 11.3106332149902 | 0.033846735514774 | 0.319 | 11.3124791578139 | 0.0341797328873105 | 0.32 | 11.3143389490846 | 0.0344208563922068 | 0.321 | 11.3162095912573 | 0.0346250115986133 | 0.322 | 11.3180878394018 | 0.0347687892367244 | 0.323 | 11.3199702442013 | 0.0348328580461057 | 0.324 | 11.3218531971296 | 0.0348354115815812 | 0.325 | 11.3237329770957 | 0.0347271634640608 | 0.326 | 11.3256057978432 | 0.034591534042643 | 0.327 | 11.3274678554071 | 0.0343655755298152 | 0.328 | 11.3293153749527 | 0.0340591189106964 | 0.329 | 11.3311446563611 | 0.033684030202831 | 0.33 | 11.3329521179660 | 0.0332483586804552 | 0.331 | 11.3347343379043 | 0.0327580509624221 | 0.332 | 11.3364880926020 | 0.0321992707495286 | 0.333 | 11.3382103919813 | 0.0315921085295355 | 0.334 | 11.3398985110473 | 0.030929206720487 | 0.335 | 11.3415500175809 | 0.0302113775996240 | 0.336 | 11.3431627957407 | 0.0294668566601641 | 0.337 | 11.3447350654426 | 0.0286988548480614 | 0.338 | 11.3462653974609 | 0.0278969984980683 | 0.339 | 11.3477527242539 | 0.0270734285356135 | 0.34 | 11.3491963465823 | 0.0262398693816465 | 0.341 | 11.3505959360404 | 0.0254230496129901 | 0.342 | 11.3519515336706 | 0.0246173547408771 | 0.343 | 11.3532635448740 | 0.0237810892792006 | 0.344 | 11.3545327308641 | 0.0229997744428408 | 0.345 | 11.3557601969404 | 0.0222178760101129 | 0.346 | 11.3569473778795 | 0.0214682849362453 | 0.347 | 11.3580960207589 | 0.0207656183338915 | 0.348 | 11.3592081655355 | 0.0200884018568782 | 0.349 | 11.3602861237099 | 0.0194563655635616 | 0.35 | 11.361332455403 | 0.0189023171872814 | 0.351 | 11.3623499451737 | 0.0183863924183115 | 0.352 | 11.3633415768944 | 0.0179499581330645 | 0.353 | 11.3643105079984 | 0.0175502281136197 | 0.354 | 11.3652600433983 | 0.0172223246551889 | 0.355 | 11.3661936093665 | 0.0169759622834111 | 0.356 | 11.3671147276572 | 0.0168040556699449 | 0.357 | 11.3680269901355 | 0.0166890087000374 | 0.358 | 11.3689340341694 | 0.0166386240616182 | 0.359 | 11.3698395190276 | 0.0166801309872706 | 0.36 | 11.3707471035148 | 0.0167934233319103 | 0.361 | 11.3716604250632 | 0.0169778761292677 | 0.362 | 11.3725830804862 | 0.0172329962030724 | 0.363 | 11.3735186085872 | 0.0175360152371525 | 0.364 | 11.3744704747994 | 0.0179308038425140 | 0.365 | 11.3754420580170 | 0.0183724402371832 | 0.366 | 11.3764366397567 | 0.0188938193419635 | 0.367 | 11.3774573957668 | 0.0194385826978522 | 0.368 | 11.3785073901726 | 0.0200835618233284 | 0.369 | 11.3795895722208 | 0.0207720653668452 | 0.37 | 11.3807067756472 | 0.021472964495571 | 0.371 | 11.3818617206594 | 0.0222608791848253 | 0.372 | 11.3830570184794 | 0.0230806584276264 | 0.373 | 11.3842951783523 | 0.023954777214491 | 0.374 | 11.3855786168764 | 0.0248400700723701 | 0.375 | 11.3869096694609 | 0.0258004226442433 | 0.376 | 11.3882906036701 | 0.0267836577185234 | 0.377 | 11.3897236341598 | 0.0278187402197699 | 0.378 | 11.3912109388646 | 0.0289087305231703 | 0.379 | 11.3927546760488 | 0.0299982566806701 | 0.38 | 11.3943570017899 | 0.0311428136406280 | 0.381 | 11.3960200874309 | 0.0323319318634046 | 0.382 | 11.3977461365052 | 0.033564945587974 | 0.383 | 11.3995374006182 | 0.0348445887753005 | 0.384 | 11.4013961937602 | 0.0361591922956224 | 0.385 | 11.4033249045241 | 0.0375094056964270 | 0.386 | 11.4053260057117 | 0.0389285709294516 | 0.387 | 11.4074020608405 | 0.0403839297128502 | 0.388 | 11.4095557270965 | 0.0419098817534659 | 0.389 | 11.4117897543299 | 0.0434741921915363 | 0.39 | 11.4141069797538 | 0.0450994578662083 | 0.391 | 11.4165103180792 | 0.0468094947415741 | 0.392 | 11.4190027469047 | 0.0485707322831571 | 0.393 | 11.4215872872763 | 0.0503932217808294 | 0.394 | 11.4242669794322 | 0.0522571108248668 | 0.395 | 11.4270448538573 | 0.0542162044597488 | 0.396 | 11.4299238978832 | 0.0562297057334294 | 0.397 | 11.4329070181823 | 0.0582855434865416 | 0.398 | 11.4359969996140 | 0.0604034817891928 | 0.399 | 11.4391964609891 | 0.062616156226252 | 0.4 | 11.442507808415 | 0.0648275299520804 | 0.401 | 11.4459331869747 | 0.0670855222622526 | 0.402 | 11.4494744315690 | 0.0693956814657692 | 0.403 | 11.4531330178116 | 0.0717444918530239 | 0.404 | 11.4569100139125 | 0.0740866679046526 | 0.405 | 11.4608060345114 | 0.076452313037417 | 0.406 | 11.4648211974271 | 0.0788307077651235 | 0.407 | 11.4689550842789 | 0.0811903839207418 | 0.408 | 11.473206705895 | 0.0835131963552069 | 0.409 | 11.4775744733732 | 0.0858025728155128 | 0.41 | 11.4820561755787 | 0.0880567353213922 | 0.411 | 11.4866489637733 | 0.0902388539280388 | 0.412 | 11.4913493439559 | 0.0923370080950548 | 0.413 | 11.4961531773724 | 0.0943745852049612 | 0.414 | 11.5010556895116 | 0.0962927333217847 | 0.415 | 11.5060514877616 | 0.0980797777190614 | 0.416 | 11.5111345877439 | 0.099756472856856 | 0.417 | 11.5162984481949 | 0.101290477952512 | 0.418 | 11.5215360141032 | 0.102702458631764 | 0.419 | 11.5268397676712 | 0.103944993639758 | 0.42 | 11.5322017865232 | 0.105007456315063 | 0.421 | 11.5376138084558 | 0.105912895805249 | 0.422 | 11.5430673019133 | 0.106658711538996 | 0.423 | 11.5485535412706 | 0.107192040627082 | 0.424 | 11.5540636859299 | 0.107598718962272 | 0.425 | 11.5595888621767 | 0.107770951620058 | 0.426 | 11.5651202467085 | 0.107782351784973 | 0.427 | 11.570649150731 | 0.107635998380424 | 0.428 | 11.5761671035264 | 0.107351956741196 | 0.429 | 11.5816659344291 | 0.106836363830961 | 0.43 | 11.5871378521916 | 0.106205765726276 | 0.431 | 11.5925755207928 | 0.105452831636563 | 0.432 | 11.5979721308270 | 0.104542267718914 | 0.433 | 11.6033214657081 | 0.103502592347217 | 0.434 | 11.6086179620386 | 0.102374035651420 | 0.435 | 11.6138567636055 | 0.101169565952907 | 0.436 | 11.6190337685962 | 0.0998711458934848 | 0.437 | 11.6241456697459 | 0.0985089126920638 | 0.438 | 11.6291899872609 | 0.0971435428296482 | 0.439 | 11.6341650944743 | 0.0956773750416987 | 0.44 | 11.6390702363124 | 0.0942517004320022 | 0.441 | 11.6439055407492 | 0.092847097026194 | 0.442 | 11.6486720235225 | 0.0914461077929453 | 0.443 | 11.6533715864629 | 0.0900911578767815 | 0.444 | 11.6580070098566 | 0.0888390124817682 | 0.445 | 11.6625819393078 | 0.0876172741298453 | 0.446 | 11.6671008676073 | 0.0864910636389031 | 0.447 | 11.6715691121288 | 0.0855278431561696 | 0.448 | 11.6759927882819 | 0.0846537469416332 | 0.449 | 11.6803787795392 | 0.0839482013612823 | 0.45 | 11.684734704536 | 0.0834005881419378 | 0.451 | 11.6890688817021 | 0.0830103015818186 | 0.452 | 11.6933902918496 | 0.082837384947665 | 0.453 | 11.6977085390842 | 0.082824968712585 | 0.454 | 11.7020338103559 | 0.0830674884964566 | 0.455 | 11.7063768339062 | 0.0835383567704395 | 0.456 | 11.7107488368063 | 0.0841640891332416 | 0.457 | 11.7151615017278 | 0.0850974666933647 | 0.458 | 11.7196269230266 | 0.0862861067201113 | 0.459 | 11.7241575621721 | 0.0876854690068873 | 0.46 | 11.7287662025105 | 0.0893495964762452 | 0.461 | 11.7334659033097 | 0.0913022187730022 | 0.462 | 11.7382699530078 | 0.093532388379705 | 0.463 | 11.7431918215649 | 0.0960045246743232 | 0.464 | 11.7482451118072 | 0.0987417147729996 | 0.465 | 11.7534435096507 | 0.101786004460825 | 0.466 | 11.7588007331001 | 0.105097074686421 | 0.467 | 11.7643304799336 | 0.108654154009489 | 0.468 | 11.7700463740081 | 0.112510576600387 | 0.469 | 11.7759619101523 | 0.116604162871813 | 0.47 | 11.7820903976498 | 0.120973614076592 | 0.471 | 11.7884449023585 | 0.125574984716225 | 0.472 | 11.7950381875572 | 0.130473023883525 | 0.473 | 11.8018826536574 | 0.135568432069595 | 0.474 | 11.8089902769702 | 0.140901712827098 | 0.475 | 11.8163725477623 | 0.146436257737911 | 0.476 | 11.8240404078870 | 0.152213734098884 | 0.477 | 11.8320041883163 | 0.158179515376739 | 0.478 | 11.8402735469459 | 0.164308788354887 | 0.479 | 11.8488574070753 | 0.170621881648221 | 0.48 | 11.8577638970039 | 0.177044451530714 | 0.481 | 11.8670002912017 | 0.183639271693706 | 0.482 | 11.8765729535396 | 0.190300694766670 | 0.483 | 11.8864872830715 | 0.197126312799628 | 0.484 | 11.8967476628712 | 0.203962597823333 | 0.485 | 11.9073574124221 | 0.210899016633648 | 0.486 | 11.9183187440566 | 0.217845718403398 | 0.487 | 11.9296327239234 | 0.224769079444702 | 0.488 | 11.9412992379464 | 0.231732890263153 | 0.489 | 11.9533169632117 | 0.23862537161108 | 0.49 | 11.9656833451916 | 0.245434164592597 | 0.491 | 11.9783945811791 | 0.252169333112684 | 0.492 | 11.9914456102685 | 0.2588061869939 | 0.493 | 12.0048301101752 | 0.265300573415269 | 0.494 | 12.0185405011427 | 0.271605224614078 | 0.495 | 12.0325679571364 | 0.277762336589189 | 0.496 | 12.0469024244709 | 0.283708173619559 | 0.497 | 12.0615326479668 | 0.289377804514048 | 0.498 | 12.0764462046749 | 0.294814543794045 | 0.499 | 12.0916295451495 | 0.299941980416935 | 0.5 | 12.1070680421934 | 0.304818821875065 | 0.501 | 12.1227460469369 | 0.309339568001542 | 0.502 | 12.1386469520508 | 0.313573941420729 | 0.503 | 12.1547532618337 | 0.317411580097457 | 0.504 | 12.1710466688463 | 0.320899744502994 | 0.505 | 12.1875081367090 | 0.324019755087017 | 0.506 | 12.2041179886100 | 0.326707558861611 | 0.507 | 12.2208560010144 | 0.329021578911435 | 0.508 | 12.2377015020006 | 0.330912257781946 | 0.509 | 12.2546334735967 | 0.332379031733118 | 0.51 | 12.2716306574286 | 0.333460155419123 | 0.511 | 12.2886716629481 | 0.334083785614 | 0.512 | 12.3057350774559 | 0.334300472025662 | 0.513 | 12.3227995771005 | 0.334076523251308 | 0.514 | 12.3398440379975 | 0.333451573059847 | 0.515 | 12.3568476465916 | 0.332408539712458 | 0.516 | 12.3737900083681 | 0.330995290586753 | 0.517 | 12.3906512540146 | 0.329166320339908 | 0.518 | 12.4074121421423 | 0.326979046767047 | 0.519 | 12.4240541576935 | 0.324423843515229 | 0.52 | 12.4405596051921 | 0.321529543943718 | 0.521 | 12.4569116960381 | 0.318313997021751 | 0.522 | 12.4730946291035 | 0.314787131549687 | 0.523 | 12.4890936639551 | 0.310970901639031 | 0.524 | 12.5048951861094 | 0.306903669532301 | 0.525 | 12.5204867638179 | 0.302606675497002 | 0.526 | 12.5358571959799 | 0.298081325257134 | 0.527 | 12.5509965508911 | 0.293397835130246 | 0.528 | 12.5658961956497 | 0.288524588984205 | 0.529 | 12.5805488161626 | 0.283492778945119 | 0.53 | 12.5949484278164 | 0.278407075456619 | 0.531 | 12.6090903769964 | 0.273236727341195 | 0.532 | 12.6229713337581 | 0.267973132758663 | 0.533 | 12.6365892760643 | 0.262693409326252 | 0.534 | 12.6499434661087 | 0.257423929609447 | 0.535 | 12.6630344193360 | 0.252164092278094 | 0.536 | 12.6758638668533 | 0.246954394870463 | 0.537 | 12.6884347119872 | 0.241821626937762 | 0.538 | 12.7007509817955 | 0.236764549551275 | 0.539 | 12.7128177743688 | 0.231867665508355 | 0.54 | 12.7246412027686 | 0.227014981274922 | 0.541 | 12.7362283364437 | 0.222393580340701 | 0.542 | 12.7475871409359 | 0.217895488199548 | 0.543 | 12.7587264166410 | 0.213576207863548 | 0.544 | 12.7696557373275 | 0.209447474527810 | 0.545 | 12.7803853890346 | 0.205567635162470 | 0.546 | 12.7909263098761 | 0.201865987524719 | 0.547 | 12.8012900311701 | 0.198430124720563 | 0.548 | 12.8114886202015 | 0.195238935436214 | 0.549 | 12.8215346247995 | 0.192256242540614 | 0.55 | 12.83144101979 | 0.189567432116772 | 0.551 | 12.8412211552609 | 0.187150610824004 | 0.552 | 12.8508887064578 | 0.185018839949206 | 0.553 | 12.8604576250177 | 0.183147521126114 | 0.554 | 12.8699420911505 | 0.181551805667216 | 0.555 | 12.8793564662909 | 0.180250226799955 | 0.556 | 12.8887152456778 | 0.17923473966361 | 0.557 | 12.8980330102704 | 0.178480524171463 | 0.558 | 12.9073243773846 | 0.178047286923066 | 0.559 | 12.9166039494311 | 0.177897985241880 | 0.56 | 12.9258862601578 | 0.178057025595905 | 0.561 | 12.9351857178472 | 0.178448837701615 | 0.562 | 12.9445165449899 | 0.179124527111403 | 0.563 | 12.953892714048 | 0.180155640725286 | 0.564 | 12.9633278790397 | 0.181372768196603 | 0.565 | 12.9728353028100 | 0.182854120855076 | 0.566 | 12.9824277800047 | 0.184633861470933 | 0.567 | 12.9921175559279 | 0.186611222617330 | 0.568 | 13.0019162416398 | 0.188839407336814 | 0.569 | 13.0118347258256 | 0.191264851976808 | 0.57 | 13.0218830841506 | 0.193919483800547 | 0.571 | 13.0320704869870 | 0.196712431118458 | 0.572 | 13.0424051065672 | 0.199678064151599 | 0.573 | 13.0528940247678 | 0.202777494253433 | 0.574 | 13.0635431428640 | 0.205990094770388 | 0.575 | 13.0743570947047 | 0.209282268221503 | 0.576 | 13.0853391648421 | 0.212644615385243 | 0.577 | 13.0964912132069 | 0.216008832771978 | 0.578 | 13.1078136079386 | 0.219374130345453 | 0.579 | 13.1193051679698 | 0.222730862252448 | 0.58 | 13.1309631169151 | 0.226010231316312 | 0.581 | 13.1427830497261 | 0.229164733554502 | 0.582 | 13.1547589134568 | 0.232202594962325 | 0.583 | 13.1668830033228 | 0.235102394534914 | 0.584 | 13.1791459750506 | 0.237781696435518 | 0.585 | 13.1915368742935 | 0.240227042222789 | 0.586 | 13.2040431836451 | 0.242444134883708 | 0.587 | 13.2166508875141 | 0.244336299566707 | 0.588 | 13.2293445548425 | 0.245924008282062 | 0.589 | 13.2421074393543 | 0.247167589873774 | 0.59 | 13.2549215967253 | 0.248066735904869 | 0.591 | 13.2677680177666 | 0.248589124398675 | 0.592 | 13.2806267764286 | 0.248677008703625 | 0.593 | 13.2934771911568 | 0.248371543099981 | 0.594 | 13.3062979978810 | 0.247650737943038 | 0.595 | 13.3190675326909 | 0.246462371756613 | 0.596 | 13.3317639220584 | 0.244874181782106 | 0.597 | 13.3443652783097 | 0.242871483492599 | 0.598 | 13.3568498979317 | 0.240407616760658 | 0.599 | 13.3691964602220 | 0.237537269394774 | 0.6 | 13.3813842237642 | 0.234253705073489 | 0.601 | 13.3933932182238 | 0.230582466654498 | 0.602 | 13.4052044290239 | 0.226577402635789 | 0.603 | 13.4167999725629 | 0.222197642119164 | 0.604 | 13.4281632597888 | 0.217496892487226 | 0.605 | 13.4392791461273 | 0.212507235736311 | 0.606 | 13.4501340659855 | 0.207281978552905 | 0.607 | 13.4607161503043 | 0.201826023748691 | 0.608 | 13.4710153259077 | 0.19616192447428 | 0.609 | 13.4810233956924 | 0.190347927262767 | 0.61 | 13.4907340990084 | 0.184440583682849 | 0.611 | 13.5001431518904 | 0.178461446555567 | 0.612 | 13.5092482671119 | 0.172438983534725 | 0.613 | 13.5180491543369 | 0.166418125852986 | 0.614 | 13.5265475009299 | 0.160413336907931 | 0.615 | 13.5347469342561 | 0.154531654996112 | 0.616 | 13.5426529665450 | 0.148742101631666 | 0.617 | 13.5502729236060 | 0.143124087277042 | 0.618 | 13.5576158588642 | 0.137646557646723 | 0.619 | 13.5646924543308 | 0.132434692707446 | 0.62 | 13.5715149102265 | 0.127445154847729 | 0.621 | 13.5780968250490 | 0.122717388738472 | 0.622 | 13.5844530678998 | 0.118313376241112 | 0.623 | 13.5905996448813 | 0.114225876534865 | 0.624 | 13.5965535613297 | 0.110456139963017 | 0.625 | 13.6023326815712 | 0.107063426116959 | 0.626 | 13.6079555877846 | 0.104037524650716 | 0.627 | 13.6134414394196 | 0.101391882251499 | 0.628 | 13.6188098344683 | 0.0991292516462472 | 0.629 | 13.6240806737193 | 0.097304554422224 | 0.63 | 13.6292740289457 | 0.0958338174222177 | 0.631 | 13.6344100157937 | 0.0947794502066362 | 0.632 | 13.639508671958 | 0.0941435218038562 | 0.633 | 13.6445898410505 | 0.0938796833214835 | 0.634 | 13.6496730624060 | 0.0939778780935539 | 0.635 | 13.6547774669142 | 0.094496581494089 | 0.636 | 13.6599216788377 | 0.095361203567523 | 0.637 | 13.6651237234652 | 0.0965673542076364 | 0.638 | 13.6704009403631 | 0.0981008358107247 | 0.639 | 13.6757699019313 | 0.0999704993678754 | 0.64 | 13.6812463369368 | 0.102086142333680 | 0.641 | 13.6868450586926 | 0.104509128969641 | 0.642 | 13.6925798975730 | 0.107162079160887 | 0.643 | 13.6984636375985 | 0.110074921372429 | 0.644 | 13.7045079568926 | 0.113170344325591 | 0.645 | 13.7107233718954 | 0.116456226598941 | 0.646 | 13.7171191853177 | 0.119920885386720 | 0.647 | 13.7237034379283 | 0.123529723267259 | 0.648 | 13.7304828643784 | 0.12722784982788 | 0.649 | 13.7374628533790 | 0.131003076216907 | 0.65 | 13.7446474126563 | 0.134864090900157 | 0.651 | 13.7520391392028 | 0.138746716217720 | 0.652 | 13.7596391954262 | 0.142626364397406 | 0.653 | 13.7674472918579 | 0.146482312991976 | 0.654 | 13.7754616771233 | 0.150300558259390 | 0.655 | 13.7836791358877 | 0.154049566110717 | 0.656 | 13.7920949954782 | 0.157684509820946 | 0.657 | 13.8007031418379 | 0.161204128863231 | 0.658 | 13.8094960453942 | 0.164543869615196 | 0.659 | 13.8184647973243 | 0.167722296041312 | 0.66 | 13.8275991565715 | 0.170686225685450 | 0.661 | 13.8368876078140 | 0.173433880745241 | 0.662 | 13.8463174304195 | 0.175931061217939 | 0.663 | 13.8558747782284 | 0.178135691700486 | 0.664 | 13.8655447698136 | 0.180056839412400 | 0.665 | 13.8753115886627 | 0.181673134783297 | 0.666 | 13.8851585925264 | 0.182973866596275 | 0.667 | 13.8950684309833 | 0.183956623306430 | 0.668 | 13.9050231700920 | 0.184589516626693 | 0.669 | 13.915004422835 | 0.184873264223449 | 0.67 | 13.9249934839251 | 0.184785905943595 | 0.671 | 13.9349714674293 | 0.184348194451031 | 0.672 | 13.9449194455901 | 0.183595004712644 | 0.673 | 13.9548185871778 | 0.182438139178118 | 0.674 | 13.9646502936996 | 0.180974695518796 | 0.675 | 13.9743963318215 | 0.179155987692282 | 0.676 | 13.984038960422 | 0.177009177014694 | 0.677 | 13.9935610508014 | 0.174562781772940 | 0.678 | 14.0029461986989 | 0.171825236309522 | 0.679 | 14.0121788269355 | 0.168786034512413 | 0.68 | 14.0212442776868 | 0.165500958213797 | 0.681 | 14.0301288935951 | 0.161964306739635 | 0.682 | 14.0388200871536 | 0.158203862204069 | 0.683 | 14.047306398024 | 0.154244355338044 | 0.684 | 14.0555775381800 | 0.150110546708515 | 0.685 | 14.0636244250003 | 0.145830139357327 | 0.686 | 14.0714392026517 | 0.141431440761879 | 0.687 | 14.0790152523114 | 0.136896184248760 | 0.688 | 14.0863471919597 | 0.132284547174462 | 0.689 | 14.0934308666430 | 0.127617594253083 | 0.69 | 14.1002633302369 | 0.12290323186723 | 0.691 | 14.1068428198533 | 0.118177052065177 | 0.692 | 14.1131687241072 | 0.113436302252200 | 0.693 | 14.1192415465067 | 0.108741218475332 | 0.694 | 14.1250628652431 | 0.104081448042361 | 0.695 | 14.1306352906413 | 0.0994703200065521 | 0.696 | 14.1359624214840 | 0.094953591888942 | 0.697 | 14.1410488013500 | 0.0905224716065936 | 0.698 | 14.145899876012 | 0.0861888345085323 | 0.699 | 14.1505219528159 | 0.0819972064244302 | 0.7 | 14.1549221628295 | 0.0779248137651859 | 0.701 | 14.1591084263957 | 0.0740058083584345 | 0.702 | 14.1630894225607 | 0.0702362597578141 | 0.703 | 14.1668745626782 | 0.0666650504737911 | 0.704 | 14.1704739683115 | 0.0632566461461058 | 0.705 | 14.1738984533816 | 0.060059678382918 | 0.706 | 14.1771595103295 | 0.0570623426153568 | 0.707 | 14.1802692998931 | 0.0542760087526381 | 0.708 | 14.1832406439308 | 0.0517217748591663 | 0.709 | 14.1860870205709 | 0.0494386411892919 | 0.71 | 14.1888225608221 | 0.0473706936069211 | 0.711 | 14.191462045649 | 0.045596886214518 | 0.712 | 14.1940209024052 | 0.044081251764482 | 0.713 | 14.1965151994193 | 0.0428663570444302 | 0.714 | 14.1989616374550 | 0.0419632741007235 | 0.715 | 14.2013775367127 | 0.0413678922292314 | 0.716 | 14.2037808180142 | 0.0411226591178165 | 0.717 | 14.2061899768087 | 0.0412100134956069 | 0.718 | 14.2086240486676 | 0.0416513455463028 | 0.719 | 14.2111025649951 | 0.0424675317613635 | 0.72 | 14.2136454977735 | 0.0436471398259853 | 0.721 | 14.2162731922874 | 0.04519364241057 | 0.722 | 14.2190062869353 | 0.0471290361964675 | 0.723 | 14.2218656194345 | 0.049415581888087 | 0.724 | 14.2248721189572 | 0.0521064903833458 | 0.725 | 14.2280466840074 | 0.0551485898672593 | 0.726 | 14.2314100461451 | 0.0585895066267006 | 0.727 | 14.2349826199962 | 0.0623301688036725 | 0.728 | 14.2387843403395 | 0.0664406818254338 | 0.729 | 14.2428344874340 | 0.0708667527670039 | 0.73 | 14.2471515021330 | 0.0756087543883446 | 0.731 | 14.2517527927188 | 0.080632337504859 | 0.732 | 14.2566545357701 | 0.0859477573368304 | 0.733 | 14.2618714737407 | 0.0914621222734748 | 0.734 | 14.2674167122574 | 0.0971974161764787 | 0.735 | 14.2733015204492 | 0.103115053996998 | 0.736 | 14.2795351378574 | 0.109146577904960 | 0.737 | 14.2861245916654 | 0.115295501134074 | 0.738 | 14.2930745280964 | 0.121502647993616 | 0.739 | 14.3003870618571 | 0.127719491914935 | 0.74 | 14.3080616474468 | 0.133883110214075 | 0.741 | 14.3160949759985 | 0.140000253830956 | 0.742 | 14.3244809010665 | 0.145951797533047 | 0.743 | 14.3332103964231 | 0.151715916572987 | 0.744 | 14.342271548485 | 0.157290601981944 | 0.745 | 14.3516495854477 | 0.162544723345340 | 0.746 | 14.3613269445883 | 0.167485987369492 | 0.747 | 14.3712833785068 | 0.172055407612123 | 0.748 | 14.3814961003238 | 0.176240420521782 | 0.749 | 14.391939967069 | 0.179919910707730 | 0.75 | 14.4025876996784 | 0.183151536767734 | 0.751 | 14.4134101372127 | 0.185845621267109 | 0.752 | 14.4243765221147 | 0.188010013097143 | 0.753 | 14.4354548125777 | 0.189612091342638 | 0.754 | 14.4466120174125 | 0.190616896519484 | 0.755 | 14.4578145482004 | 0.191049726941017 | 0.756 | 14.4690285830265 | 0.190891391211052 | 0.757 | 14.4802204357101 | 0.190168489620131 | 0.758 | 14.4913569242084 | 0.188873996130412 | 0.759 | 14.5024057317696 | 0.187027957734208 | 0.76 | 14.5133357544648 | 0.184639210895026 | 0.761 | 14.5241174289281 | 0.181779699579069 | 0.762 | 14.5347230344847 | 0.178428842797773 | 0.763 | 14.5451269643397 | 0.174668261891362 | 0.764 | 14.5553059611214 | 0.170499963941973 | 0.765 | 14.5652393128105 | 0.166004099261934 | 0.766 | 14.5749090059217 | 0.161221473763597 | 0.767 | 14.5842998337109 | 0.156194097252205 | 0.768 | 14.5933994581475 | 0.150975462813134 | 0.769 | 14.6021984253734 | 0.145617656397745 | 0.77 | 14.6106901353648 | 0.140141570245118 | 0.771 | 14.6188707674759 | 0.134642278379589 | 0.772 | 14.6267391644562 | 0.129139157592627 | 0.773 | 14.6342966783810 | 0.123669068663447 | 0.774 | 14.6415469826796 | 0.118297513678138 | 0.775 | 14.6484958550865 | 0.113021452287101 | 0.776 | 14.6551509368533 | 0.107927474901754 | 0.777 | 14.6615214739333 | 0.103002059777418 | 0.778 | 14.6676180460868 | 0.098295981159584 | 0.779 | 14.6734522899396 | 0.0937838598195009 | 0.78 | 14.6790366219730 | 0.0895118820913018 | 0.781 | 14.6843839672262 | 0.0854864240031494 | 0.782 | 14.6895074991704 | 0.0816853734781088 | 0.783 | 14.6944203957693 | 0.0781493704261724 | 0.784 | 14.6991356162017 | 0.0748519104910605 | 0.785 | 14.7036657020923 | 0.07178780187498 | 0.786 | 14.7080226064096 | 0.068912165815722 | 0.787 | 14.7122175524519 | 0.066256715756164 | 0.788 | 14.7162609245870 | 0.063790087360875 | 0.789 | 14.7201621916505 | 0.0615103423339342 | 0.79 | 14.7239298631624 | 0.0593388207928314 | 0.791 | 14.7275714778169 | 0.0573106674423038 | 0.792 | 14.7310936230401 | 0.0553986597672618 | 0.793 | 14.7345019838231 | 0.0535781200141163 | 0.794 | 14.7378014185189 | 0.0518352164496418 | 0.795 | 14.7409960588661 | 0.0501516660820948 | 0.796 | 14.7440894311583 | 0.0485324451772841 | 0.797 | 14.7470845952304 | 0.0469441099215838 | 0.798 | 14.7499842977741 | 0.0453924632725466 | 0.799 | 14.7527911364193 | 0.0438916450192696 | 0.8 | 14.7555077310259 | 0.0424002739301619 | 0.801 | 14.7581368987017 | 0.0409598170750492 | 0.802 | 14.7606818291981 | 0.0395410468199728 | 0.803 | 14.7631462575138 | 0.0381963351024237 | 0.804 | 14.7655346307496 | 0.0368930727907248 | 0.805 | 14.7678522664928 | 0.0356753600643087 | 0.806 | 14.7701055002527 | 0.0345277265576341 | 0.807 | 14.7723018197101 | 0.0335136188200649 | 0.808 | 14.7744499837736 | 0.0326058010160026 | 0.809 | 14.7765601246469 | 0.0318608828575759 | 0.81 | 14.7786438313017 | 0.0312933114647185 | 0.811 | 14.7807142129155 | 0.0309192775640825 | 0.812 | 14.7827859409750 | 0.0307804240584569 | 0.813 | 14.7848752688697 | 0.0309130689140562 | 0.814 | 14.7870000279147 | 0.0313257805544008 | 0.815 | 14.7891795988452 | 0.0320463360395648 | 0.816 | 14.7914348579492 | 0.0331082354763364 | 0.817 | 14.793788097136 | 0.0345104134290139 | 0.818 | 14.7962629174119 | 0.0363049804205767 | 0.819 | 14.7988840954461 | 0.0384752261490338 | 0.82 | 14.8016774231797 | 0.0410271857460727 | 0.821 | 14.8046695207601 | 0.044011335861093 | 0.822 | 14.8078876234852 | 0.0473767733853247 | 0.823 | 14.8113593439099 | 0.0511535649339587 | 0.824 | 14.8151124108041 | 0.0553044351890613 | 0.825 | 14.8191743872493 | 0.05988608482456 | 0.826 | 14.8235723708046 | 0.0648196923263013 | 0.827 | 14.8283326793473 | 0.0701317703443828 | 0.828 | 14.8334805268817 | 0.075770740315031 | 0.829 | 14.8390396942725 | 0.0817075835004182 | 0.83 | 14.8450322004911 | 0.08797757914926 | 0.831 | 14.8514779805042 | 0.094462474424732 | 0.832 | 14.8583945763836 | 0.101199658874912 | 0.833 | 14.8657968485156 | 0.108078252149567 | 0.834 | 14.8736967139273 | 0.115115422325199 | 0.835 | 14.8821029186897 | 0.122220219880547 | 0.836 | 14.8910208510858 | 0.129354792124652 | 0.837 | 14.9004524017294 | 0.136467807650210 | 0.838 | 14.9103958760801 | 0.143512972439202 | 0.839 | 14.9208459638231 | 0.150448222889314 | 0.84 | 14.9317937683753 | 0.157183169180845 | 0.841 | 14.9432268983702 | 0.163700184905521 | 0.842 | 14.9551296213774 | 0.169927115092922 | 0.843 | 14.9674830783898 | 0.175868249766082 | 0.844 | 14.9802655557862 | 0.181438449823671 | 0.845 | 14.9934528096307 | 0.186623942827090 | 0.846 | 15.0070184353455 | 0.191371032403527 | 0.847 | 15.0209342740755 | 0.195684712902181 | 0.848 | 15.0351708455132 | 0.199546251236275 | 0.849 | 15.0496977956455 | 0.202956726709889 | 0.85 | 15.0644843468936 | 0.205882256262367 | 0.851 | 15.0794997374958 | 0.208348948986203 | 0.852 | 15.0947136367982 | 0.210352820988216 | 0.853 | 15.1100965234003 | 0.211950789780969 | 0.854 | 15.1256200138849 | 0.213114978663076 | 0.855 | 15.1412571311485 | 0.213905384181546 | 0.856 | 15.1569825031298 | 0.214335061414155 | 0.857 | 15.1727724849711 | 0.214444113845549 | 0.858 | 15.1886052002882 | 0.214249438661498 | 0.859 | 15.204460500181 | 0.213789574577746 | 0.86 | 15.2203198417933 | 0.213081168303249 | 0.861 | 15.2361660915040 | 0.212183566131123 | 0.862 | 15.2519832610673 | 0.211079458682777 | 0.863 | 15.2677561880708 | 0.209805059375389 | 0.864 | 15.2834701748108 | 0.208381082625474 | 0.865 | 15.2991106019359 | 0.206791953723842 | 0.866 | 15.3146625348652 | 0.205003907422309 | 0.867 | 15.3301103419367 | 0.203081589355593 | 0.868 | 15.3454373433886 | 0.200971410393062 | 0.869 | 15.3606255095936 | 0.198660311557417 | 0.87 | 15.3756552254252 | 0.196125315312020 | 0.871 | 15.3905051352804 | 0.193316100377899 | 0.872 | 15.4051520801910 | 0.190263839097313 | 0.873 | 15.4195711347369 | 0.186888954977286 | 0.874 | 15.4337357472953 | 0.183206706545332 | 0.875 | 15.4476179827029 | 0.179177244224266 | 0.876 | 15.4611888618824 | 0.174785462185985 | 0.877 | 15.4744187886156 | 0.170030814758296 | 0.878 | 15.4872780496499 | 0.164903050428352 | 0.879 | 15.4997373709083 | 0.159406907730905 | 0.88 | 15.5117685099235 | 0.153570987246255 | 0.881 | 15.5233448628612 | 0.147409489151196 | 0.882 | 15.5344420637515 | 0.140956549276705 | 0.883 | 15.5450385538298 | 0.134244272845107 | 0.884 | 15.5551161002078 | 0.127316349552560 | 0.885 | 15.5646602453490 | 0.120232725500328 | 0.886 | 15.5736606719158 | 0.113053230554505 | 0.887 | 15.5821114712840 | 0.105807600234572 | 0.888 | 15.5900113081942 | 0.0985739228871584 | 0.889 | 15.5973634783923 | 0.0914171951655419 | 0.89 | 15.6041758604499 | 0.08438743156301 | 0.891 | 15.6104607670350 | 0.0775409587689375 | 0.892 | 15.6162347044902 | 0.0709235506992491 | 0.893 | 15.6215180525062 | 0.064602749272161 | 0.894 | 15.6263346778093 | 0.0586065928291835 | 0.895 | 15.6307114970447 | 0.0529476852820806 | 0.896 | 15.6346780043965 | 0.0476909578923512 | 0.897 | 15.6382657789983 | 0.0428419668601541 | 0.898 | 15.6415079859314 | 0.0384280297623125 | 0.899 | 15.6444388827317 | 0.0344335822185967 | 0.9 | 15.6470933410109 | 0.0308977355489136 | 0.901 | 15.6495063902452 | 0.0277903700039319 | 0.902 | 15.6517127882079 | 0.0251228434203067 | 0.903 | 15.6537466201371 | 0.0228959199415894 | 0.904 | 15.6556409267181 | 0.0210860921607731 | 0.905 | 15.6574273594783 | 0.0196795041739391 | 0.906 | 15.6591358613486 | 0.0186551610465048 | 0.907 | 15.6607943699900 | 0.0179922062282735 | 0.908 | 15.6624285420046 | 0.0176517255912042 | 0.909 | 15.6640614972826 | 0.0176130913215474 | 0.91 | 15.6657135843460 | 0.0178140262129059 | 0.911 | 15.6674021694614 | 0.0182377355872069 | 0.912 | 15.6691414542897 | 0.0187973002121361 | 0.913 | 15.6709423286952 | 0.0194974243675268 | 0.914 | 15.6728122668002 | 0.0202482988171058 | 0.915 | 15.674755275243 | 0.0210517524453337 | 0.916 | 15.6767719026898 | 0.0218339236367772 | 0.917 | 15.6788593188586 | 0.0225799341771831 | 0.918 | 15.6810114695794 | 0.0232313476488917 | 0.919 | 15.6832193117927 | 0.0237776824142959 | 0.92 | 15.6854711289903 | 0.0241980227701434 | 0.921 | 15.6877529236388 | 0.0244389332159746 | 0.922 | 15.6900488788674 | 0.0245037705835913 | 0.923 | 15.6923418774644 | 0.0243822974066552 | 0.924 | 15.6946140623472 | 0.0240642150797285 | 0.925 | 15.6968474194816 | 0.0235508931610301 | 0.926 | 15.6990243620137 | 0.0228490886935086 | 0.927 | 15.701128293352 | 0.0219775413061769 | 0.928 | 15.7031441272410 | 0.0209523776871914 | 0.929 | 15.7050587444981 | 0.019791943886321 | 0.93 | 15.7068613689622 | 0.0185277506155181 | 0.931 | 15.7085438491149 | 0.0171865888943304 | 0.932 | 15.7101008364990 | 0.0158053262034058 | 0.933 | 15.711529857118 | 0.0143962642247148 | 0.934 | 15.7128312770877 | 0.0130088195663826 | 0.935 | 15.7140081685511 | 0.0116653277888828 | 0.936 | 15.7150660859639 | 0.0103811373750688 | 0.937 | 15.7160127660614 | 0.0091717384591141 | 0.938 | 15.7168577670116 | 0.00807979238696994 | 0.939 | 15.7176120634184 | 0.00710256983594801 | 0.94 | 15.7182876140522 | 0.00624888417898306 | 0.941 | 15.7188969186284 | 0.00553179711631634 | 0.942 | 15.7194525788503 | 0.00494349856098224 | 0.943 | 15.7199668775362 | 0.00449780811684057 | 0.944 | 15.7204513881702 | 0.00417069946228032 | 0.945 | 15.7209166258282 | 0.0039556701939569 | 0.946 | 15.7213717491981 | 0.00384428834547866 | 0.947 | 15.721824322336 | 0.00381238235102888 | 0.948 | 15.7222801437581 | 0.00383617639244324 | 0.949 | 15.7227431493334 | 0.00390227618887015 | 0.95 | 15.723215394034 | 0.00398041036365594 | 0.951 | 15.7236971158317 | 0.00405259729014795 | 0.952 | 15.7241868829050 | 0.00410687579313226 | 0.953 | 15.7246818230245 | 0.0041441323712251 | 0.954 | 15.7251779318918 | 0.00412672671119054 | 0.955 | 15.7256704559028 | 0.00407629429904644 | 0.956 | 15.7261543449887 | 0.00397785341292617 | 0.957 | 15.7266247736195 | 0.0038263452592404 | 0.958 | 15.7270777333007 | 0.00363583152794666 | 0.959 | 15.7275107081551 | 0.00341795543635179 | 0.96 | 15.7279234558697 | 0.00319280809720333 | 0.961 | 15.7283189277792 | 0.00295850647877115 | 0.962 | 15.7287043710338 | 0.00276961583639852 | 0.963 | 15.7290926579163 | 0.00263974269640752 | 0.964 | 15.7295038760564 | 0.00264900551882417 | 0.965 | 15.7299671811306 | 0.00285136904044464 | 0.966 | 15.730522853447 | 0.00334776053932914 | 0.967 | 15.7312244069030 | 0.00421072891562791 | 0.968 | 15.7321404740931 | 0.00551606453954909 | 0.969 | 15.7333560452316 | 0.00735500882088454 | 0.97 | 15.7349724944852 | 0.00979703625762041 | 0.971 | 15.7371057238276 | 0.0129272872838215 | 0.972 | 15.7398817437721 | 0.0167787143869149 | 0.973 | 15.7434291511561 | 0.0213495029567691 | 0.974 | 15.7478683085027 | 0.0265598236811401 | 0.975 | 15.7532976026465 | 0.0322529245810032 | 0.976 | 15.7597779380249 | 0.0381669903185486 | 0.977 | 15.7673175085902 | 0.0439592196446549 | 0.978 | 15.7758597198351 | 0.0492141513870409 | 0.979 | 15.7852776593600 | 0.0535026463771702 | 0.98 | 15.7953784676182 | 0.0564271458081895 | 0.981 | 15.8059200896991 | 0.0576896499623585 | 0.982 | 15.8166410378240 | 0.0571693568890386 | 0.983 | 15.8273009756525 | 0.054981505388068 | 0.984 | 15.8377264063384 | 0.051495462278726 | 0.985 | 15.8478520805305 | 0.0473465243549711 | 0.986 | 15.8577458965549 | 0.0433621697974877 | 0.987 | 15.8676044045575 | 0.0404681455946481 | 0.988 | 15.8777091684796 | 0.0393970628147174 | 0.989 | 15.8883425602197 | 0.040263601310221 | 0.99 | 15.8996751824161 | 0.0423416427343248 | 0.991 | 15.9116535301035 | 0.0442634403091409 | 0.992 | 15.9239295489347 | 0.0445095224669702 | 0.993 | 15.9358743534422 | 0.0419091805110522 | 0.994 | 15.9466983823464 | 0.0360947453050027 | 0.995 | 15.9556592284522 | 0.0277461420971095 | 0.996 | 15.9622898153559 | 0.0184402309560788 | 0.997 | 15.966550429657 | 0.0101020408565336 | 0.998 | 15.9688257992384 | 0.00417456116825179 | 0.999 | 15.9697585176323 | 0.00103567695737398 |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Nov/03/t12888222438t65bgbtz7nztev/1r20p1288822166.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Nov/03/t12888222438t65bgbtz7nztev/1r20p1288822166.ps (open in new window) |
| | Parameters (Session): | par1 = 0.001 ; par2 = 0.999 ; par3 = 0.001 ; | | Parameters (R input): | par1 = 0.001 ; par2 = 0.999 ; par3 = 0.001 ; | | R code (references can be found in the software module): | par1 <- as(par1,'numeric')
par2 <- as(par2,'numeric')
par3 <- as(par3,'numeric')
library(Hmisc)
myseq <- seq(par1, par2, par3)
hd <- hdquantile(x, probs = myseq, se = TRUE, na.rm = FALSE, names = TRUE, weights=FALSE)
bitmap(file='test1.png')
plot(myseq,hd,col=2,main=main,xlab=xlab,ylab=ylab)
grid()
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Harrell-Davis Quantiles',3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'quantiles',header=TRUE)
a<-table.element(a,'value',header=TRUE)
a<-table.element(a,'standard error',header=TRUE)
a<-table.row.end(a)
length(hd)
for (i in 1:length(hd))
{
a<-table.row.start(a)
a<-table.element(a,as(labels(hd)[i],'numeric'),header=TRUE)
a<-table.element(a,as.matrix(hd[i])[1,1])
a<-table.element(a,as.matrix(attr(hd,'se')[i])[1,1])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
| |
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