{"id":"https://openalex.org/W2891349988","doi":"https://doi.org/10.1145/3239438.3239461","title":"Generalized Linear Mixed Models for the Analysis of Categorical Data","display_name":"Generalized Linear Mixed Models for the Analysis of Categorical Data","publication_year":2018,"publication_date":"2018-06-08","ids":{"openalex":"https://openalex.org/W2891349988","doi":"https://doi.org/10.1145/3239438.3239461","mag":"2891349988"},"language":"en","primary_location":{"id":"doi:10.1145/3239438.3239461","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239438.3239461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5015063174","display_name":"Huayun Li","orcid":"https://orcid.org/0000-0002-9033-8819"},"institutions":[{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayun Li","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065035586","display_name":"Laipeng Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laipeng Jin","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112111033","display_name":"Dongchuan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154005","display_name":"State Key Laboratory of Digital Medical Engineering","ror":"https://ror.org/03ab0at74","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387154005","https://openalex.org/I76569877"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongchuan Yu","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877","https://openalex.org/I4387154005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12694","display_name":"Categorization, perception, and language","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9265999794006348,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.8075183033943176},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6541472673416138},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5660443305969238},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5341581106185913},{"id":"https://openalex.org/keywords/random-effects-model","display_name":"Random effects model","score":0.5059553980827332},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.49764421582221985},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.48469141125679016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4493166506290436},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.43904590606689453},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.4188004434108734},{"id":"https://openalex.org/keywords/generalized-linear-mixed-model","display_name":"Generalized linear mixed model","score":0.41762933135032654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3636786937713623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.362729549407959},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.36070653796195984},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.35667574405670166},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07381805777549744}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8075183033943176},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6541472673416138},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5660443305969238},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5341581106185913},{"id":"https://openalex.org/C168743327","wikidata":"https://www.wikidata.org/wiki/Q1826427","display_name":"Random effects model","level":3,"score":0.5059553980827332},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.49764421582221985},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.48469141125679016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4493166506290436},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.43904590606689453},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4188004434108734},{"id":"https://openalex.org/C153720581","wikidata":"https://www.wikidata.org/wiki/Q5532490","display_name":"Generalized linear mixed model","level":2,"score":0.41762933135032654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3636786937713623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.362729549407959},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.36070653796195984},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.35667574405670166},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07381805777549744},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3239438.3239461","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239438.3239461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1976175860","https://openalex.org/W1998332407","https://openalex.org/W2014581807","https://openalex.org/W2076983043","https://openalex.org/W2129191002","https://openalex.org/W2135577623","https://openalex.org/W2314858779","https://openalex.org/W2323444743","https://openalex.org/W2324830146","https://openalex.org/W2596085549","https://openalex.org/W4237638794","https://openalex.org/W6647775505"],"related_works":["https://openalex.org/W4239710992","https://openalex.org/W3081465059","https://openalex.org/W1516288603","https://openalex.org/W2082190293","https://openalex.org/W4294225875","https://openalex.org/W4293051593","https://openalex.org/W225107685","https://openalex.org/W2913341770","https://openalex.org/W2048941127","https://openalex.org/W144895551"],"abstract_inverted_index":{"The":[0,35],"forced-choice":[1],"response":[2],"in":[3,9,15,32,49,55,92],"the":[4,39,59,64,85,93,102,105,116],"experiment":[5],"is":[6],"very":[7],"common":[8],"cognitive":[10],"psychology.":[11],"This":[12],"study":[13],"provided":[14],"informal":[16],"introduction":[17],"to":[18,95],"a":[19,27,68,75],"method":[20],"(generalized":[21],"linear":[22],"mixed":[23],"models)":[24],"for":[25],"analysis":[26],"case":[28],"about":[29],"categorical":[30],"data":[31],"binocular":[33,50],"vison.":[34],"results":[36,60],"showed":[37],"that":[38,63],"two":[40,65,106],"important":[41],"factors":[42,66,107],"(vertical":[43],"disparity":[44],"gradient":[45],"and":[46,108,114],"cue":[47],"conflict)":[48],"vision":[51],"has":[52],"significant":[53],"influence":[54],"depth":[56,110],"perception.":[57],"Moreover,":[58],"also":[61],"revealed":[62],"have":[67],"positive":[69],"effect":[70,77],"on":[71,78],"double":[72],"fusion,":[73],"but":[74],"negative":[76],"no":[79],"fusion":[80],"or":[81],"single":[82],"fusion.":[83],"Additionally,":[84],"subjects'":[86],"random":[87],"effects":[88],"should":[89],"be":[90],"involved":[91],"model":[94],"estimate":[96],"probability.":[97],"These":[98],"findings":[99],"systematically":[100],"suggested":[101],"relationship":[103],"between":[104],"different":[109],"perceptions,":[111],"which":[112],"corroborated":[113],"extended":[115],"previous":[117],"researches.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
