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Verbetering Q5

*The author of this computation has been verified*

R Software Module: rwasp_harrell_davies.wasp (opens new window with default values)

Title produced by software: Harrell-Davis Quantiles

Date of computation: Thu, 30 Oct 2008 10:08:08 -0600

Cite this page as follows:

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2008/Oct/30/t1225383010eku7mltlblararc.htm/, Retrieved Thu, 30 Oct 2008 16:10:12 +0000

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/2008/Oct/30/t1225383010eku7mltlblararc.htm/},
    year = {2008},
}
@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 = {2008},
    note = {{ISBN} 3-900051-07-0},
    url = {http://www.R-project.org},
}

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords:

Dataseries X:

» Textbox « » Textfile « » CSV «

0.989130435 0.919087137 0.925417076 0.925612053 1.066666667 0.851108765 1.030693069 0.989031079 0.913000978 0.792723264 0.978170478 0.987513007 0.909433962 0.883608147 0.82745098 0.8252149 1.023255814 0.815418024 1.026192703 0.914742451 0.807276303 0.739130435 0.98973306 0.972164948 0.853889943 0.856864654 0.775739042 0.789473684 0.931350114 0.73971079 0.885245902 0.842435094 0.818458418 0.72755418 0.923238696 0.922680412 0.883762201 0.818270165 0.771047228 0.825852783 0.924485126 0.755165289 0.874671341 0.815956482 0.799807507 0.712598425 0.832980973 0.910323253 0.869149952 0.779182879 0.750254842 0.75856014 0.920889988 0.743991641 0.816254417 0.769593957 0.784007353 0.683284457 0.850505051 0.900695134 0.868398268

Output produced by software:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	42 seconds
R Server	'Gwilym Jenkins' @ 72.249.127.135

Harrell-Davis Quantiles
quantiles	value	standard error
0.01	-0.171742517691818	0.0257493996405182
0.0105	-0.171274850660294	0.025555370863626
0.011	-0.170799449499697	0.0253594116246388
0.0115	-0.17031676580018	0.0251616916144715
0.012	-0.169827249807198	0.0249624862858378
0.0125	-0.169331349436724	0.0247619967343937
0.013	-0.168829509346584	0.0245604288335811
0.0135	-0.168322170063912	0.0243580473233028
0.014	-0.167809767168453	0.0241550276013133
0.0145	-0.167292730531313	0.0239515745772508
0.015	-0.166771483608490	0.0237478697018907
0.0155	-0.166246442788413	0.0235441520676309
0.016	-0.165718016792512	0.0233405327989407
0.0165	-0.165186606127728	0.0231373149000120
0.017	-0.164652602589735	0.0229344095450634
0.0175	-0.164116388815529	0.0227321856815010
0.018	-0.163578337883949	0.0225306561928482
0.0185	-0.163038812962592	0.0223300507207387
0.019	-0.162498166999532	0.0221303931211722
0.0195	-0.161956742458171	0.0219319239810608
0.02	-0.161414871093503	0.0217346396921876
0.0205	-0.160872873768044	0.0215387117675686
0.021	-0.160331060305625	0.0213440974844866
0.0215	-0.159789729381253	0.0211510473136618
0.022	-0.159249168445205	0.0209595213686589
0.0225	-0.158709653679548	0.0207696202324434
0.023	-0.158171449985233	0.0205814721576482
0.0235	-0.157634810997985	0.0203950269791614
0.024	-0.157099979131164	0.0202103825282529
0.0245	-0.156567185643845	0.0200274744825541
0.025	-0.156036650732365	0.0198464711660702
0.0255	-0.155508583643626	0.0196673003966931
0.026	-0.154983182808487	0.0194900584059503
0.0265	-0.154460635993603	0.0193146620870014
0.027	-0.153941120470141	0.0191412737430118
0.0275	-0.153424803197815	0.0189696913455333
0.028	-0.152911841022775	0.0188001882263105
0.0285	-0.152402380887887	0.0186324762611641
0.029	-0.151896560054055	0.0184667338681235
0.0295	-0.151394506331230	0.0183028963634889
0.03	-0.150896338317863	0.0181409066774043
0.0305	-0.150402165647569	0.0179808248034375
0.031	-0.149912089241874	0.0178225998570046
0.0315	-0.149426201567926	0.0176662132021784
0.032	-0.148944586900153	0.0175116958036655
0.0325	-0.148467321584883	0.0173588694042655
0.033	-0.147994474307001	0.0172079302950171
0.0335	-0.147526106357788	0.0170587516361430
0.034	-0.147062271903127	0.0169112797931678
0.0345	-0.146603018251326	0.0167655242299864
0.035	-0.146148386119852	0.0166214658145710
0.0355	-0.145698409900337	0.0164791818168613
0.036	-0.145253117921254	0.0163384651215154
0.0365	-0.144812532707709	0.0161993857620710
0.037	-0.14437667123786	0.0160619132368859
0.0375	-0.143945545195502	0.0159261282710847
0.038	-0.143519161218404	0.0157917906844624
0.0385	-0.143097521142038	0.0156590818693143
0.039	-0.142680622238366	0.0155279641123750
0.0395	-0.142268457449400	0.0153983316028202
0.04	-0.141861015615280	0.0152701651002498
0.0405	-0.141458281696659	0.0151435560091350
0.041	-0.141060236991199	0.0150184167036549
0.0415	-0.140666859344043	0.0148947972619302
0.042	-0.140278123352124	0.0147727048725605
0.0425	-0.139894000562233	0.0146519596059878
0.043	-0.139514459662754	0.0145327590163439
0.0435	-0.139139466669047	0.0144149543397775
0.044	-0.138768985102440	0.0142986451245312
0.0445	-0.138402976162835	0.0141837853665136
0.045	-0.138041398894948	0.0140704103813511
0.0455	-0.137684210348212	0.0139584350569577
0.046	-0.137331365730408	0.0138479059101964
0.0465	-0.136982818555081	0.0137389220250669
0.047	-0.136638520782823	0.0136313166121858
0.0475	-0.136298422956528	0.0135252898862758
0.048	-0.135962474330704	0.0134205741556055
0.0485	-0.135630622994979	0.0133174293061472
0.049	-0.135302815991901	0.0132157436090407
0.0495	-0.134978999429184	0.0131155952653115
0.05	-0.134659118586513	0.0130169217712024
0.0505	-0.134343118017079	0.0129197483153897
0.051	-0.134030941643963	0.0128240390176504
0.0515	-0.133722532851540	0.0127299751805646
0.052	-0.133417834572045	0.0126373696269047
0.0525	-0.133116789367460	0.0125463771210754
0.053	-0.132819339506888	0.0124569423211944
0.0535	-0.132525427039552	0.0123690712112503
0.054	-0.132234993863597	0.0122827895057552
0.0545	-0.131947981790847	0.0121981363763193
0.055	-0.131664332607667	0.0121150268937443
0.0555	-0.131383988132098	0.0120336180499416
0.056	-0.131106890267405	0.0119537637713227
0.0565	-0.130832981052203	0.0118755811139567
0.057	-0.130562202707307	0.0117990220067110
0.0575	-0.130294497679447	0.0117241775474755
0.058	-0.130029808681996	0.0116510270577096
0.0585	-0.129768078732855	0.0115795687659900
0.059	-0.129509251189628	0.0115097780548499
0.0595	-0.129253269782219	0.011441640195237
0.06	-0.129000078642986	0.0113752663107847
0.0605	-0.12874962233457	0.0113105634701185
0.061	-0.128501845875534	0.0112476285641994
0.0615	-0.128256694763913	0.0111864356945146
0.062	-0.128014114998802	0.0111269065179600
0.0625	-0.127774053100085	0.0110691737311325
0.063	-0.127536456126413	0.0110131193896593
0.0635	-0.127301271691529	0.010958892783152
0.064	-0.127068447979042	0.0109063214787875
0.0645	-0.126837933755738	0.0108555313055039
0.065	-0.126609678383518	0.0108064592120677
0.0655	-0.126383631830049	0.0107591125126519
0.066	-0.126159744678215	0.0107135342080757
0.0665	-0.125937968134423	0.0106696181418544
0.067	-0.125718254035873	0.0106274569821003
0.0675	-0.125500554856818	0.0105871668127442
0.068	-0.125284823713926	0.0105483165525429
0.0685	-0.125071014370765	0.0105112972517756
0.069	-0.124859081241497	0.0104759833954525
0.0695	-0.124648979393824	0.0104423667128529
0.07	-0.124440664551245	0.0104104515971702
0.0705	-0.124234093094671	0.0103801042819499
0.071	-0.124029222063437	0.0103514815607318
0.0715	-0.123826009155766	0.0103244356275287
0.072	-0.123624412728728	0.0102989964107422
0.0725	-0.123424391797708	0.0102751385012057
0.073	-0.123225906035455	0.0102529290331401
0.0735	-0.123028915770711	0.0102322433749074
0.074	-0.122833381986477	0.0102131047078089
0.0745	-0.122639266317928	0.0101954470816102
0.075	-0.122446531050013	0.0101793752789005
0.0755	-0.122255139114758	0.0101646921289948
0.076	-0.122065054088306	0.0101515453236947
0.0765	-0.121876240187702	0.0101398292948993
0.077	-0.121688662267451	0.0101294891844975
0.0775	-0.121502285815865	0.0101205505364538
0.078	-0.121317076951219	0.0101129858026122
0.0785	-0.121133002417722	0.0101067105474059
0.079	-0.120950029581330	0.0101018584164703
0.0795	-0.120768126425402	0.0100981535287311
0.08	-0.120587261546220	0.0100957870012695
0.0805	-0.120407404148377	0.0100946784180495
0.081	-0.120228524040050	0.0100947321526988
0.0815	-0.120050591628159	0.0100959938130827
0.082	-0.119873577913422	0.0100984017892015
0.0825	-0.119697454485324	0.0101018508166982
0.083	-0.119522193516992	0.0101065071290340
0.0835	-0.119347767759986	0.0101121396271087
0.084	-0.119174150539023	0.0101188492971067
0.0845	-0.119001315746619	0.0101266211366860
0.085	-0.118829237837677	0.0101352964751004
0.0855	-0.118657891823998	0.0101449576281578
0.086	-0.118487253268750	0.0101555697233491
0.0865	-0.118317298280871	0.0101670063058343
0.087	-0.118148003509419	0.0101793579936002
0.0875	-0.117979346137884	0.0101925762832671
0.088	-0.117811303878444	0.0102066181652008
0.0885	-0.117643854966178	0.0102213987370174
0.089	-0.117476978153246	0.0102369238276578
0.0895	-0.117310652703014	0.0102532163608470
0.09	-0.117144858384160	0.0102702193901649
0.0905	-0.116979575464729	0.0102878998408019
0.091	-0.116814784706162	0.0103062202602430
0.0915	-0.116650467357290	0.0103251281818213
0.092	-0.1164866051483	0.0103446439312302
0.0925	-0.116323180284668	0.0103647787402642
0.093	-0.116160175441070	0.0103854303178852
0.0935	-0.115997573755258	0.0104066201863926
0.094	-0.115835358821925	0.0104282930465694
0.0945	-0.115673514686532	0.0104504361678994
0.095	-0.115512025839129	0.0104730142045709
0.0955	-0.115350877208141	0.0104960409354042
0.096	-0.115190054154147	0.0105194956239379
0.0965	-0.115029542463638	0.0105433328407872
0.097	-0.114869328342759	0.0105675427542359
0.0975	-0.11470939841104	0.0105920256056680
0.098	-0.114549739695113	0.0106168830691507
0.0985	-0.114390339622420	0.0106419839992127
0.099	-0.114231186014912	0.0106673779803549
0.0995	-0.114072267082742	0.0106930647238762
0.1	-0.113913571417952	0.0107189297817311
0.1005	-0.113755087988159	0.0107450581563165
0.101	-0.113596806130233	0.0107713831994757
0.1015	-0.113438715543988	0.0107978579938354
0.102	-0.113280806285863	0.0108245289977561
0.1025	-0.113123068762613	0.0108513310812097
0.103	-0.112965493725006	0.0108782508229019
0.1035	-0.112808072261528	0.0109053195602773
0.104	-0.112650795792098	0.0109324469082956
0.1045	-0.112493656061793	0.0109596629484910
0.105	-0.112336645134591	0.0109869141912063
0.1055	-0.112179755387127	0.0110142725851829
0.106	-0.112022979502466	0.0110416510489151
0.1065	-0.111866310463901	0.0110689724143285
0.107	-0.111709741548767	0.0110964117342555
0.1075	-0.111553266322282	0.0111238535434034
0.108	-0.111396878631416	0.0111512085145511
0.1085	-0.111240572598779	0.0111785406469983
0.109	-0.111084342616551	0.0112058155849838
0.1095	-0.110928183340433	0.0112330326389244
0.11	-0.110772089683637	0.0112602107326473
0.1105	-0.110616056810911	0.0112873140317201
0.111	-0.110460080132598	0.0113143367167856
0.1115	-0.110304155298737	0.0113412835691760
0.112	-0.110148278193204	0.0113680407683958
0.1125	-0.109992444927891	0.0113947879888344
0.113	-0.109836651836940	0.011421349566189
0.1135	-0.109680895471008	0.0114477515750492
0.114	-0.109525172591593	0.0114741055547780
0.1145	-0.109369480165398	0.0115002116568166
0.115	-0.109213815358752	0.0115261394963287
0.1155	-0.109058175532083	0.0115519872133790
0.116	-0.108902558234437	0.0115776500073873
0.1165	-0.108746961198062	0.0116031223579402
0.117	-0.108591382333038	0.0116283968096885
0.1175	-0.108435819721973	0.0116533990167450
0.118	-0.108280271614751	0.0116783175109157
0.1185	-0.108124736423344	0.0117029919633189
0.119	-0.107969212716677	0.0117274421185220
0.1195	-0.107813699215570	0.0117517209133051
0.12	-0.107658194787724	0.0117757248662494
0.1205	-0.107502698442787	0.0117995329809665
0.121	-0.107347209327472	0.0118231366954624
0.1215	-0.107191726720752	0.0118463945295936
0.122	-0.107036250029112	0.0118695548196061
0.1225	-0.106880778781872	0.0118923899461330
0.123	-0.106725312626578	0.0119149513762873
0.1235	-0.106569851324463	0.0119373886425106
0.124	-0.106414394745971	0.0119594981649603
0.1245	-0.106258942866358	0.0119813666241622
0.125	-0.106103495761357	0.0120029572270583
0.1255	-0.105948053602920	0.0120243384627784
0.126	-0.105792616655020	0.0120454167809996
0.1265	-0.105637185269541	0.0120661991143484
0.127	-0.105481759882220	0.0120868397025567
0.1275	-0.105326341008677	0.0121071518716671
0.128	-0.105170929240507	0.0121271534619695
0.1285	-0.105015525241452	0.0121469218230707
0.129	-0.104860129743635	0.012166443829743
0.1295	-0.104704743543877	0.0121856435037981
0.13	-0.104549367500080	0.0122046921857669
0.1305	-0.104394002527684	0.0122234545940627
0.131	-0.104238649596197	0.0122418446725881
0.1315	-0.104083309725795	0.0122600325526964
0.132	-0.103927983984000	0.0122779573752961
0.1325	-0.103772673482420	0.0122956103487774
0.133	-0.103617379373572	0.0123130652628191
0.1335	-0.103462102847766	0.0123301379445555
0.134	-0.103306845130072	0.0123470372351368
0.1345	-0.103151607477344	0.0123636005640053
0.135	-0.102996391175328	0.0123800562192436
0.1355	-0.102841197535835	0.0123961283555734
0.136	-0.102686027893978	0.0124118987441151
0.1365	-0.102530883605490	0.0124275178808967
0.137	-0.102375766044103	0.0124428991908028
0.1375	-0.102220676599001	0.0124580139979069
0.138	-0.102065616672334	0.0124728944260941
0.1385	-0.101910587676809	0.0124874696725752
0.139	-0.101755591033342	0.0125018202369722
0.1395	-0.101600628168778	0.0125159600059840
0.14	-0.101445700513680	0.0125298552781170
0.1405	-0.101290809500180	0.0125435236557416
0.141	-0.101135956559896	0.0125569896650453
0.1415	-0.100981143121918	0.0125701394898016
0.142	-0.10082637061085	0.0125831468517273
0.1425	-0.100671640444921	0.0125958808083429
0.143	-0.100516954034157	0.0126084764155529
0.1435	-0.100362312778618	0.0126207659978505
0.144	-0.100207718066687	0.0126328444182823
0.1445	-0.100053171273435	0.0126448941137743
0.145	-0.0998986737590284	0.0126565857975931
0.1455	-0.0997442268672115	0.0126681107211082
0.146	-0.0995898319238372	0.0126794693340938
0.1465	-0.09943549023546	0.0126905670175778
0.147	-0.0992812030879857	0.0127016248002771
0.1475	-0.099126971745377	0.0127123715502317
0.148	-0.0989727974484158	0.0127230311517075
0.1485	-0.0988186814135192	0.0127334284814342
0.149	-0.0986646248316114	0.0127437964795315
0.1495	-0.098510628867048	0.0127538293302521
0.15	-0.0983566946565946	0.0127638077337262
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0.9475	0.156238124657334	0.0171370662706282
0.948	0.156592371294787	0.0170859306007589
0.9485	0.156948617344180	0.0170342027151995
0.949	0.157306918503357	0.0169819583743285
0.9495	0.157667332117296	0.0169294025806927
0.95	0.158029917136739	0.0168767162271938
0.9505	0.158394734069091	0.0168240289076763
0.951	0.158761844921275	0.0167715557279583
0.9515	0.159131313134189	0.0167194608328502
0.952	0.159503203508443	0.0166679680606419
0.9525	0.159877582121054	0.0166172600779192
0.953	0.160254516232765	0.0165675930064729
0.9535	0.160634074185691	0.0165191460654618
0.954	0.161016325290983	0.0164721873621158
0.9545	0.161401339706210	0.0164269599148770
0.955	0.161789188302200	0.0163837047855166
0.9555	0.162179942519041	0.0163427047587488
0.956	0.162573674211031	0.0163041920206109
0.9565	0.16297045548031	0.0162684633370318
0.957	0.163370358498987	0.0162358387461785
0.9575	0.163773455319557	0.0162065318533556
0.958	0.164179817673445	0.0161808814934738
0.9585	0.164589516757546	0.0161591943555181
0.959	0.165002623008636	0.0161417902089065
0.9595	0.165419205865582	0.0161289241489528
0.96	0.165839333519307	0.0161209718799116
0.9605	0.166263072650488	0.0161181968495033
0.961	0.166690488155026	0.0161208943276486
0.9615	0.167121642857349	0.0161294335563001
0.962	0.167556597211661	0.0161440954117159
0.9625	0.167995408991299	0.0161651613477885
0.963	0.168438132966399	0.0161929902218605
0.9635	0.168884820570133	0.0162278154388133
0.964	0.169335519553829	0.0162699571418913
0.9645	0.169790273631337	0.0163197049040064
0.965	0.170249122113085	0.0163772755863484
0.9655	0.170712099530296	0.0164429614032247
0.966	0.171179235249933	0.0165169831538578
0.9665	0.171650553080995	0.0165995538081971
0.967	0.172126070872849	0.0166909245495910
0.9675	0.172605800106364	0.0167912218372403
0.968	0.173089745478686	0.016900660619309
0.9685	0.173577904482567	0.0170193868494568
0.969	0.174070266981236	0.0171475132667450
0.9695	0.174566814779886	0.0172851404830672
0.97	0.175067521194925	0.0174324041371651
0.9705	0.175572350622233	0.0175892880413506
0.971	0.176081258105731	0.0177558935612891
0.9715	0.17659418890768	0.0179322015257609
0.972	0.177111078082175	0.0181182250981467
0.9725	0.177631850053431	0.0183139215679520
0.973	0.178156418200500	0.0185192307370831
0.9735	0.178684684450165	0.0187340674430323
0.974	0.179216538879840	0.0189583482564453
0.9745	0.179751859332376	0.0191919424399259
0.975	0.180290511044764	0.0194347219129201
0.9755	0.180832346292804	0.0196864837624176
0.976	0.181377204053868	0.0199470469074513
0.9765	0.181924909689979	0.0202162346549475
0.977	0.182475274653489	0.0204937930059998
0.9775	0.18302809621769	0.0207794406937314
0.978	0.183583157234760	0.0210729687387627
0.9785	0.184140225923511	0.0213740577400805
0.979	0.184699055689427	0.0216824157700908
0.9795	0.185259384979535	0.0219977224532041
0.98	0.185820937174683	0.0223196250930379
0.9805	0.186383420521817	0.0226478032978987
0.981	0.186946528108862	0.0229818459726295
0.9815	0.187509937884821	0.0233214014489356
0.982	0.188073312727686	0.0236660629205370
0.9825	0.188636300562764	0.0240154409690969
0.983	0.189198534533941	0.0243690853774878
0.9835	0.189759633230419	0.0247265485174752
0.984	0.190319200971350	0.025087420841855
0.9845	0.190876828150766	0.0254512164265108
0.985	0.191432091645060	0.0258174821416842
0.9855	0.191984555285228	0.0261856974857901
0.986	0.192533770395908	0.0265554167182401
0.9865	0.193079276403135	0.0269261229732853
0.987	0.193620601512580	0.0272972907168533
0.9875	0.194157263459842	0.0276684388426662
0.988	0.194688770334181	0.0280390198093286
0.9885	0.195214621476851	0.0284085014198335
0.989	0.195734308454964	0.0287763547069613
0.9895	0.196247316111557	0.0291420403854712
0.99	0.196753123692234	0.0295050224895104

Charts produced by software:

http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2008/Oct/30/t1225383010eku7mltlblararc/12vv41225382843.png (open in new window)

http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2008/Oct/30/t1225383010eku7mltlblararc/12vv41225382843.ps (open in new window)

Parameters (Session):

par1 = 0.01 ; par2 = 0.99 ; par3 = 0.0005 ;

Parameters (R input):

par1 = 0.01 ; par2 = 0.99 ; par3 = 0.0005 ;

R code (references can be found in the software module):

par1 <- as(par1,'numeric')

par2 <- as(par2,'numeric')

par3 <- as(par3,'numeric')

library(Hmisc)

x<- x-0.86210

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')

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa

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