{"id":"https://openalex.org/W2343885550","doi":"https://doi.org/10.1080/03610918.2015.1017583","title":"A comparison of the Hosmer\u2013Lemeshow, Pigeon\u2013Heyse, and Tsiatis goodness-of-fit tests for binary logistic regression under two grouping methods","display_name":"A comparison of the Hosmer\u2013Lemeshow, Pigeon\u2013Heyse, and Tsiatis goodness-of-fit tests for binary logistic regression under two grouping methods","publication_year":2015,"publication_date":"2015-11-13","ids":{"openalex":"https://openalex.org/W2343885550","doi":"https://doi.org/10.1080/03610918.2015.1017583","mag":"2343885550"},"language":"en","primary_location":{"id":"doi:10.1080/03610918.2015.1017583","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2015.1017583","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/A_comparison_of_the_Hosmer-Lemeshow_Pigeon-Heyse_and_Tsiatis_goodness-of-fit_tests_for_binary_logistic_regression_under_two_grouping_methods/22964531","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077306046","display_name":"Jana D. Canary","orcid":"https://orcid.org/0000-0002-8510-0611"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jana D. Canary","raw_affiliation_strings":["Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013194494","display_name":"Leigh Blizzard","orcid":null},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Leigh Blizzard","raw_affiliation_strings":["Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060257222","display_name":"Ronald P. Barry","orcid":"https://orcid.org/0000-0002-5686-9499"},"institutions":[{"id":"https://openalex.org/I141472210","display_name":"University of Alaska Fairbanks","ror":"https://ror.org/01j7nq853","country_code":"US","type":"education","lineage":["https://openalex.org/I141472210"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald P. Barry","raw_affiliation_strings":["Department of Mathematical Sciences, University of Alaska Fairbanks, Fairbanks, Alaska, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, University of Alaska Fairbanks, Fairbanks, Alaska, USA","institution_ids":["https://openalex.org/I141472210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109437770","display_name":"David W. Hosmer","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David W. Hosmer","raw_affiliation_strings":["Department of Public Health, University of Massachusetts, Amherst, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health, University of Massachusetts, Amherst, Massachusetts, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034347791","display_name":"Stephen Quinn","orcid":"https://orcid.org/0000-0002-1306-9686"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stephen J. Quinn","raw_affiliation_strings":["School of Medicine, Flinders University, Adelaide, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Flinders University, Adelaide, South Australia, Australia","institution_ids":["https://openalex.org/I169541294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077306046"],"corresponding_institution_ids":["https://openalex.org/I129801699"],"apc_list":null,"apc_paid":null,"fwci":1.0219,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80671155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"46","issue":"3","first_page":"1871","last_page":"1894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9973999857902527,"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":0.9973999857902527,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9927999973297119,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9803000092506409,"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/covariate","display_name":"Covariate","score":0.9268742203712463},{"id":"https://openalex.org/keywords/goodness-of-fit","display_name":"Goodness of fit","score":0.7791846394538879},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.7655457258224487},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.7212507128715515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.682437539100647},{"id":"https://openalex.org/keywords/decile","display_name":"Decile","score":0.5079270005226135},{"id":"https://openalex.org/keywords/logistic-distribution","display_name":"Logistic distribution","score":0.48591676354408264},{"id":"https://openalex.org/keywords/type-i-and-type-ii-errors","display_name":"Type I and type II errors","score":0.4406808018684387}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.9268742203712463},{"id":"https://openalex.org/C132480984","wikidata":"https://www.wikidata.org/wiki/Q2034239","display_name":"Goodness of fit","level":2,"score":0.7791846394538879},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.7655457258224487},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7212507128715515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.682437539100647},{"id":"https://openalex.org/C147021879","wikidata":"https://www.wikidata.org/wiki/Q3027971","display_name":"Decile","level":2,"score":0.5079270005226135},{"id":"https://openalex.org/C94465730","wikidata":"https://www.wikidata.org/wiki/Q589603","display_name":"Logistic distribution","level":3,"score":0.48591676354408264},{"id":"https://openalex.org/C40696583","wikidata":"https://www.wikidata.org/wiki/Q989120","display_name":"Type I and type II errors","level":2,"score":0.4406808018684387}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1080/03610918.2015.1017583","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610918.2015.1017583","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"},{"id":"pmh:oai:ecite.utas.edu.au:124595","is_oa":false,"landing_page_url":"http://ecite.utas.edu.au/124595","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Article"},{"id":"pmh:oai:eprints.utas.edu.au:25260","is_oa":false,"landing_page_url":"https://eprints.utas.edu.au/25260/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400075","display_name":"Open Access Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:figshare.com:article/22964531","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_comparison_of_the_Hosmer-Lemeshow_Pigeon-Heyse_and_Tsiatis_goodness-of-fit_tests_for_binary_logistic_regression_under_two_grouping_methods/22964531","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:ed1d5467-242f-4709-9355-b5ea967f7e55/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/433105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Communications in Statistics - Simulation and Computation, Vol. 46, no. 3 (2017), pp. 1871-1894","raw_type":null}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22964531","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_comparison_of_the_Hosmer-Lemeshow_Pigeon-Heyse_and_Tsiatis_goodness-of-fit_tests_for_binary_logistic_regression_under_two_grouping_methods/22964531","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W36596733","https://openalex.org/W163543428","https://openalex.org/W1201749067","https://openalex.org/W1605730011","https://openalex.org/W1970571177","https://openalex.org/W1973948212","https://openalex.org/W2016640456","https://openalex.org/W2017813479","https://openalex.org/W2031648200","https://openalex.org/W2031687681","https://openalex.org/W2033608916","https://openalex.org/W2049814849","https://openalex.org/W2058591385","https://openalex.org/W2059104151","https://openalex.org/W2075198483","https://openalex.org/W2084033659","https://openalex.org/W2088879945","https://openalex.org/W2089110515","https://openalex.org/W2090305013","https://openalex.org/W2094102648","https://openalex.org/W2101861337","https://openalex.org/W2104849640","https://openalex.org/W2114593803","https://openalex.org/W2116350787","https://openalex.org/W2140468511","https://openalex.org/W2151385137","https://openalex.org/W2266995761","https://openalex.org/W2290195878","https://openalex.org/W2313339984","https://openalex.org/W2326082135","https://openalex.org/W2403035479","https://openalex.org/W2429623021","https://openalex.org/W3022255685","https://openalex.org/W4299689471"],"related_works":["https://openalex.org/W2153630450","https://openalex.org/W2621433169","https://openalex.org/W2787602013","https://openalex.org/W2591073269","https://openalex.org/W4378772290","https://openalex.org/W4312222493","https://openalex.org/W4226213673","https://openalex.org/W3118520592","https://openalex.org/W2955505397","https://openalex.org/W2001582435"],"abstract_inverted_index":{"Algebraic":[0],"relationships":[1],"between":[2],"Hosmer\u2013Lemeshow":[3],"(HL),":[4],"Pigeon\u2013Heyse":[5],"(J2),":[6],"and":[7,22,26,37,44,65,72,89,98],"Tsiatis":[8],"(T)":[9],"goodness-of-fit":[10],"statistics":[11],"for":[12],"binary":[13],"logistic":[14],"regression":[15],"models":[16],"with":[17,63],"continuous":[18],"covariates":[19],"were":[20,32],"investigated,":[21],"their":[23],"distributional":[24],"properties":[25],"performances":[27],"studied":[28],"using":[29],"simulations.":[30],"Groups":[31],"formed":[33],"under":[34],"deciles-of-risk":[35],"(DOR)":[36],"partition-covariate-space":[38],"(PCS)":[39],"methods.":[40],"Under":[41,54],"DOR,":[42],"HL":[43,64],"T":[45,57,82],"followed":[46,58],"reported":[47,60],"null":[48,61],"distributions,":[49],"while":[50],"J2":[51,66],"did":[52],"not.":[53],"PCS,":[55],"only":[56],"its":[59],"distribution,":[62],"dependent":[67],"on":[68],"model":[69],"covariate":[70,95],"number":[71],"partitioning.":[73,99],"Generally,":[74],"all":[75],"had":[76],"similar":[77],"power.":[78],"Of":[79],"the":[80],"three,":[81],"performed":[83],"best,":[84],"maintaining":[85],"Type-I":[86],"error":[87],"rates":[88],"having":[90],"a":[91],"distribution":[92],"invariant":[93],"to":[94],"characteristics,":[96],"number,":[97]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}