{"id":"https://openalex.org/W2113407764","doi":"https://doi.org/10.1007/s10742-014-0126-9","title":"A bivariate mixed-effects location-scale model with application to ecological momentary assessment (EMA) data","display_name":"A bivariate mixed-effects location-scale model with application to ecological momentary assessment (EMA) data","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2113407764","doi":"https://doi.org/10.1007/s10742-014-0126-9","mag":"2113407764","pmid":"https://pubmed.ncbi.nlm.nih.gov/25541578","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4273572"},"language":"en","primary_location":{"id":"doi:10.1007/s10742-014-0126-9","doi":"https://doi.org/10.1007/s10742-014-0126-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10742-014-0126-9","pdf_url":null,"source":{"id":"https://openalex.org/S24290265","display_name":"Health Services and Outcomes Research Methodology","issn_l":"1387-3741","issn":["1387-3741","1572-9400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Services and Outcomes Research Methodology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4273572","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085773863","display_name":"Oksana Pugach","orcid":"https://orcid.org/0000-0002-4299-8652","observed_orcids":["https://orcid.org/0000-0002-4299-8652"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Oksana Pugach","raw_affiliation_strings":["Institute for Health Research and Policy, University of Illinois at Chicago","Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027249176","display_name":"Donald Hedeker","orcid":"https://orcid.org/0000-0001-8134-6094","observed_orcids":["https://orcid.org/0000-0001-8134-6094"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald Hedeker","raw_affiliation_strings":["Institute for Health Research and Policy, University of Illinois at Chicago ; Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago","Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago ; Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059336651","display_name":"Robin J. Mermelstein","orcid":"https://orcid.org/0000-0002-8690-1074","observed_orcids":["https://orcid.org/0000-0002-8690-1074"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Mermelstein","raw_affiliation_strings":["Institute for Health Research and Policy, University of Illinois at Chicago ; Department of Psychology, University of Illinois at Chicago","Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago ; Department of Psychology, University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Institute for Health Research and Policy, University of Illinois at Chicago, 1747\u00a0W. Roosevelt Rd., Room 558, Chicago, IL, 60608, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085773863"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.16628906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"4","first_page":"194","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.98580002784729,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.98580002784729,"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/T13283","display_name":"Mental Health Research Topics","score":0.008899999782443047,"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/T13309","display_name":"Reliability and Agreement in Measurement","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/location-scale-models","display_name":"location-scale models","score":0.953000009059906},{"id":"https://openalex.org/keywords/ecological-momentary-assessment","display_name":"ecological momentary assessment","score":0.9580000042915344},{"id":"https://openalex.org/keywords/heteroscedasticity","display_name":"heteroscedasticity","score":0.6669999957084656},{"id":"https://openalex.org/keywords/adolescent-smoking","display_name":"adolescent smoking","score":0.6940000057220459},{"id":"https://openalex.org/keywords/mood","display_name":"mood","score":0.6380000114440918},{"id":"https://openalex.org/keywords/positive-affect","display_name":"positive affect","score":0.949999988079071},{"id":"https://openalex.org/keywords/natural-history-research","display_name":"natural history research","score":0.6949999928474426}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.8563661575317383},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.7300174236297607},{"id":"https://openalex.org/C168743327","wikidata":"https://www.wikidata.org/wiki/Q1826427","display_name":"Random effects model","level":3,"score":0.7167366147041321},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6455791592597961},{"id":"https://openalex.org/C16012445","wikidata":"https://www.wikidata.org/wiki/Q1501135","display_name":"Mixed model","level":2,"score":0.6218152046203613},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.5786653757095337},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.4998607635498047},{"id":"https://openalex.org/C119340705","wikidata":"https://www.wikidata.org/wiki/Q1628597","display_name":"Analysis of covariance","level":2,"score":0.4813007414340973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47753918170928955},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4681938588619232},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.46091726422309875},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4570271372795105},{"id":"https://openalex.org/C153720581","wikidata":"https://www.wikidata.org/wiki/Q5532490","display_name":"Generalized linear mixed model","level":2,"score":0.45311295986175537},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4463983178138733},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.42347317934036255},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4205424189567566},{"id":"https://openalex.org/C855514","wikidata":"https://www.wikidata.org/wiki/Q1665869","display_name":"Interaction","level":2,"score":0.41332221031188965},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.3573576807975769},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19802269339561462},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1976923942565918},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17619144916534424},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.1607523262500763},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08364856243133545},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10742-014-0126-9","doi":"https://doi.org/10.1007/s10742-014-0126-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10742-014-0126-9","pdf_url":null,"source":{"id":"https://openalex.org/S24290265","display_name":"Health Services and Outcomes Research Methodology","issn_l":"1387-3741","issn":["1387-3741","1572-9400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Services and Outcomes Research Methodology","raw_type":"journal-article"},{"id":"pmid:25541578","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25541578","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health services & outcomes research methodology","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4273572","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4273572","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Serv Outcomes Res Methodol","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4273572","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4273572","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Serv Outcomes Res Methodol","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.504800021648407}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5170961574","display_name":"Social - Emotional Contexts of Adolescent Smoking Patterns","funder_award_id":"P01CA098262","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W20479761","https://openalex.org/W1895131631","https://openalex.org/W1964485997","https://openalex.org/W1972335972","https://openalex.org/W1979523384","https://openalex.org/W1993323182","https://openalex.org/W1993947294","https://openalex.org/W2017711885","https://openalex.org/W2017855138","https://openalex.org/W2019080254","https://openalex.org/W2026949077","https://openalex.org/W2040002796","https://openalex.org/W2058404065","https://openalex.org/W2058815839","https://openalex.org/W2075807431","https://openalex.org/W2082246284","https://openalex.org/W2084962023","https://openalex.org/W2093970674","https://openalex.org/W2094078288","https://openalex.org/W2095967516","https://openalex.org/W2109284646","https://openalex.org/W2146855196","https://openalex.org/W2153600558","https://openalex.org/W2166190112","https://openalex.org/W2167497124","https://openalex.org/W2500897968","https://openalex.org/W2602766204","https://openalex.org/W2626354796","https://openalex.org/W4231441746","https://openalex.org/W4246866712"],"related_works":["https://openalex.org/W1465432415","https://openalex.org/W2019080254","https://openalex.org/W7098228886","https://openalex.org/W2086585371","https://openalex.org/W2124821879","https://openalex.org/W2995114243","https://openalex.org/W2100612361","https://openalex.org/W2042833573","https://openalex.org/W3095373175","https://openalex.org/W3118760982"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}