{"id":"https://openalex.org/W4404142439","doi":"https://doi.org/10.1007/s00180-024-01569-z","title":"The power of visualizing distributional differences: formal graphical n-sample tests","display_name":"The power of visualizing distributional differences: formal graphical n-sample tests","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404142439","doi":"https://doi.org/10.1007/s00180-024-01569-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-024-01569-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-024-01569-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-024-01569-z.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00180-024-01569-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011777088","display_name":"Konstantinos Konstantinou","orcid":"https://orcid.org/0000-0003-3549-5851"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Konstantinos Konstantinou","raw_affiliation_strings":["Chalmers University of Technology and University of Gothenburg, G\u00f6thenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3549-5851","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology and University of Gothenburg, G\u00f6thenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049764704","display_name":"Tom\u00e1\u0161 Mrkvi\u010dka","orcid":"https://orcid.org/0000-0003-1613-2780"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Mrkvi\u010dka","raw_affiliation_strings":["Faculty of Agricultural and Technology, University of South Bohemia, Ceske Budejovice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Agricultural and Technology, University of South Bohemia, Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068180174","display_name":"Mari Myllym\u00e4ki","orcid":"https://orcid.org/0000-0002-2713-7088"},"institutions":[{"id":"https://openalex.org/I3017910207","display_name":"Natural Resources Institute Finland","ror":"https://ror.org/02hb7bm88","country_code":"FI","type":"government","lineage":["https://openalex.org/I3017910207","https://openalex.org/I4210153464"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mari Myllym\u00e4ki","raw_affiliation_strings":["Natural Resources Institute Finland (Luke), Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Natural Resources Institute Finland (Luke), Helsinki, Finland","institution_ids":["https://openalex.org/I3017910207"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011777088"],"corresponding_institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":0.9688,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77754666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"40","issue":"5","first_page":"2553","last_page":"2582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9860000014305115,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9860000014305115,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9786999821662903,"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/T10282","display_name":"Financial Risk and Volatility Modeling","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5994706749916077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4622499644756317},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42383620142936707},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.38911348581314087},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3736010789871216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35411304235458374},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11528551578521729},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.07719108462333679}],"concepts":[{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5994706749916077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4622499644756317},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42383620142936707},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.38911348581314087},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3736010789871216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35411304235458374},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11528551578521729},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.07719108462333679},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00180-024-01569-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-024-01569-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-024-01569-z.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:jukuri.luke.fi:10024/555560","is_oa":true,"landing_page_url":"https://jukuri.luke.fi/handle/10024/555560","pdf_url":"https://jukuri.luke.fi/bitstreams/fea55cf5-5bb3-4802-b9f6-40e0da5defce/download","source":{"id":"https://openalex.org/S4306400569","display_name":"Jukuri (Natural Resources Institute Finland (Luke))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3017910207","host_organization_name":"Natural Resources Institute Finland","host_organization_lineage":["https://openalex.org/I3017910207"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"publication"},{"id":"pmh:oai:research.chalmers.se:543748","is_oa":true,"landing_page_url":"https://research.chalmers.se/en/publication/543748","pdf_url":"https://research.chalmers.se/publication/543748/file/543748_Fulltext.pdf","source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:RePEc:spr:compst:v:40:y:2025:i:5:d:10.1007_s00180-024-01569-z","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-024-01569-z","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s00180-024-01569-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-024-01569-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-024-01569-z.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3186319619","display_name":null,"funder_award_id":"24-11096S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G456376733","display_name":"Forest-Human-Machine Interplay - Building Resilience, Redefining Value Networks and Enabling Meaningful Experiences","funder_award_id":"357909","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G712881263","display_name":null,"funder_award_id":"2018-","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"},{"id":"https://openalex.org/G8972627081","display_name":"Extracting information from complicated point patterns","funder_award_id":"2018-03986","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320321523","display_name":"Chalmers Tekniska H\u00f6gskola","ror":"https://ror.org/040wg7k59"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404142439.pdf","grobid_xml":"https://content.openalex.org/works/W4404142439.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1481269173","https://openalex.org/W1750856584","https://openalex.org/W1851612831","https://openalex.org/W1974971448","https://openalex.org/W2001619934","https://openalex.org/W2011484769","https://openalex.org/W2018156497","https://openalex.org/W2029791679","https://openalex.org/W2063051385","https://openalex.org/W2104798680","https://openalex.org/W2129905273","https://openalex.org/W2168745915","https://openalex.org/W2261345762","https://openalex.org/W2516934950","https://openalex.org/W2745281314","https://openalex.org/W2808566549","https://openalex.org/W3101094539","https://openalex.org/W3207342188","https://openalex.org/W4210572675","https://openalex.org/W4241653265","https://openalex.org/W4251428492","https://openalex.org/W4293772478","https://openalex.org/W4385258253","https://openalex.org/W4399636361"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2962838298","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Abstract":[0],"Classical":[1],"tests":[2,44,64,114],"are":[3,45,65,71],"available":[4],"for":[5,55,74,97,149],"the":[6,16,21,25,36,48,60,75,95,98,113,121,131,154],"two-sample":[7,99],"test":[8,18,26,38,52],"of":[9,11,24,35,77,135,141],"correspondence":[10],"distribution":[12],"functions.":[13],"From":[14],"these,":[15],"Kolmogorov\u2013Smirnov":[17,37,61],"provides":[19],"also":[20,73],"graphical":[22,56],"interpretation":[23],"results,":[27],"in":[28],"different":[29,129,136,150],"forms.":[30],"Here,":[31],"we":[32,111,119],"propose":[33],"modifications":[34],"with":[39,80],"higher":[40],"power.":[41],"The":[42,63],"proposed":[43,155],"based":[46,66],"on":[47,67],"so-called":[49],"global":[50],"envelope":[51],"which":[53],"allows":[54],"interpretation,":[57],"similarly":[58],"as":[59],"test.":[62],"rank":[68],"statistics":[69],"and":[70,106,126,139],"suitable":[72],"comparison":[76],"n":[78],"samples,":[79],"$$n":[81],"\\ge":[82],"2$$":[83],"<mml:math":[84],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">":[85],"<mml:mrow>":[86],"<mml:mi>n</mml:mi>":[87],"<mml:mo>\u2265</mml:mo>":[88],"<mml:mn>2</mml:mn>":[89],"</mml:mrow>":[90],"</mml:math>":[91],".":[92],"We":[93],"compare":[94,120],"alternatives":[96],"case":[100],"through":[101],"an":[102],"extensive":[103],"simulation":[104],"study":[105],"discuss":[107],"their":[108],"interpretation.":[109],"Finally,":[110],"apply":[112],"to":[115],"real":[116],"data.":[117],"Specifically,":[118],"height":[122],"distributions":[123,134,140],"between":[124],"boys":[125],"girls":[127],"at":[128],"ages,":[130],"sepal":[132],"length":[133],"flower":[137],"species,":[138],"standardized":[142],"residuals":[143],"from":[144],"a":[145],"time":[146],"series":[147],"model":[148],"exchange":[151],"courses":[152],"using":[153],"methodologies.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}