{"id":"https://openalex.org/W2137460067","doi":"https://doi.org/10.1080/00031305.1997.10473591","title":"Data-Based Choice of Histogram Bin Width","display_name":"Data-Based Choice of Histogram Bin Width","publication_year":1997,"publication_date":"1997-02-01","ids":{"openalex":"https://openalex.org/W2137460067","doi":"https://doi.org/10.1080/00031305.1997.10473591","mag":"2137460067"},"language":"en","primary_location":{"id":"doi:10.1080/00031305.1997.10473591","doi":"https://doi.org/10.1080/00031305.1997.10473591","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00031305.1997.10473591","pdf_url":null,"source":{"id":"https://openalex.org/S4179095","display_name":"The American Statistician","issn_l":"0003-1305","issn":["0003-1305","1537-2731"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Statistician","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050191159","display_name":"MATTHEW P. WAND","orcid":"https://orcid.org/0000-0003-2555-896X","observed_orcids":["https://orcid.org/0000-0003-2555-896X"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"M. P. Wand","raw_affiliation_strings":["University of New South Wales","Australian Graduate School of Management, University of New South Wales, Sydney 2052, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Australian Graduate School of Management, University of New South Wales, Sydney 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050191159"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":4.623,"has_fulltext":false,"cited_by_count":292,"citation_normalized_percentile":{"value":0.96119357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"51","issue":"1","first_page":"59","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.4424000084400177,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.4424000084400177,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13500","display_name":"Probability and Statistical Research","score":0.26249998807907104,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.1306000053882599,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/root-n-consistency","display_name":"root-n consistency","score":0.8370000123977661},{"id":"https://openalex.org/keywords/density-estimation","display_name":"density estimation","score":0.6019999980926514}],"concepts":[{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.7620509266853333},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5878670811653137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43361979722976685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4006311893463135},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3888145089149475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2639644742012024},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25826334953308105},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00031305.1997.10473591","doi":"https://doi.org/10.1080/00031305.1997.10473591","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00031305.1997.10473591","pdf_url":null,"source":{"id":"https://openalex.org/S4179095","display_name":"The American Statistician","issn_l":"0003-1305","issn":["0003-1305","1537-2731"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Statistician","raw_type":"journal-article"},{"id":"doi:10.2307/2684697","doi":"https://doi.org/10.2307/2684697","is_oa":false,"landing_page_url":"https://doi.org/10.2307/2684697","pdf_url":null,"source":{"id":"https://openalex.org/S4179095","display_name":"The American Statistician","issn_l":"0003-1305","issn":["0003-1305","1537-2731"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Statistician","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.30.9725","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.30.9725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.agsm.unsw.edu.au/pub/agsm/stats/papers/95-011.ps.gz","raw_type":"text"},{"id":"mag:2289242768","doi":null,"is_oa":false,"landing_page_url":"https://amstat.tandfonline.com/doi/pdf/10.1080/00031305.1997.10473591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W204885769","https://openalex.org/W1489950266","https://openalex.org/W1973071048","https://openalex.org/W1973678262","https://openalex.org/W1980265100","https://openalex.org/W1982366717","https://openalex.org/W1984499217","https://openalex.org/W1986000916","https://openalex.org/W2027437780","https://openalex.org/W2038788060","https://openalex.org/W2043277109","https://openalex.org/W2048092465","https://openalex.org/W2057218616","https://openalex.org/W2063667201","https://openalex.org/W2066264796","https://openalex.org/W2071043671","https://openalex.org/W2074497516","https://openalex.org/W2089643338","https://openalex.org/W2089887770","https://openalex.org/W2094771755","https://openalex.org/W2133777675","https://openalex.org/W2797333853","https://openalex.org/W3125930905","https://openalex.org/W4238717354"],"related_works":["https://openalex.org/W7099146737","https://openalex.org/W1982366717","https://openalex.org/W4210328553","https://openalex.org/W7064243747","https://openalex.org/W2389762312","https://openalex.org/W2069070427","https://openalex.org/W2744078758","https://openalex.org/W4247980034","https://openalex.org/W2125417942","https://openalex.org/W2029517601"],"abstract_inverted_index":{"The":[0],"most":[1,56],"important":[2],"parameter":[3],"of":[4,47,85,102,110],"a":[5,18],"histogram":[6],"is":[7],"the":[8,14,33,48,69,86,98,113,127],"bin":[9,50,53,71,99,116],"width":[10,100],"because":[11],"it":[12],"controls":[13],"tradeoff":[15],"between":[16],"presenting":[17],"picture":[19],"with":[20,30],"too":[21,26],"much":[22],"detail":[23,28],"(\u201cundersmoothing\u201d)":[24],"or":[25],"little":[27,43],"(\u201coversmoothing\u201d)":[29],"respect":[31],"to":[32,80,104,112,135],"true":[34],"distribution.":[35],"Despite":[36],"this":[37,94],"importance":[38],"there":[39],"has":[40],"been":[41],"surprisingly":[42],"research":[44],"into":[45],"estimation":[46],"\u201coptimal\u201d":[49],"width.":[51,72],"Default":[52],"widths":[54],"in":[55,140],"common":[57],"statistical":[58],"packages":[59],"are,":[60],"at":[61],"least":[62],"for":[63,76,123],"large":[64,82],"samples,":[65],"quite":[66],"far":[67],"from":[68],"optimal":[70],"Rules":[73],"proposed":[74,128],"by,":[75],"example,":[77],"Scott":[78,103],"lead":[79],"better":[81],"sample":[83],"performance":[84],"histogram,":[87],"but":[88],"are":[89,130],"not":[90],"consistent":[91],"themselves.":[92],"In":[93],"paper":[95],"we":[96],"extend":[97],"rules":[101,129],"those":[105],"that":[106],"achieve":[107],"root-n":[108],"rates":[109],"convergence":[111],"L":[114],"2-optimal":[115],"width,":[117],"thereby":[118],"providing":[119],"firm":[120],"scientific":[121],"justification":[122],"their":[124],"use.":[125],"Moreover,":[126],"simple,":[131],"easy":[132],"and":[133,137],"fast":[134],"compute,":[136],"perform":[138],"well":[139],"simulations.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
