{"id":"https://openalex.org/W2437286479","doi":"https://doi.org/10.1016/j.scitotenv.2016.06.019","title":"Hybrid discrete choice models: Gained insights versus increasing effort","display_name":"Hybrid discrete choice models: Gained insights versus increasing effort","publication_year":2016,"publication_date":"2016-06-13","ids":{"openalex":"https://openalex.org/W2437286479","doi":"https://doi.org/10.1016/j.scitotenv.2016.06.019","mag":"2437286479","pmid":"https://pubmed.ncbi.nlm.nih.gov/27310534"},"language":"en","primary_location":{"id":"doi:10.1016/j.scitotenv.2016.06.019","doi":"https://doi.org/10.1016/j.scitotenv.2016.06.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scitotenv.2016.06.019","pdf_url":null,"source":{"id":"https://openalex.org/S86852077","display_name":"The Science of The Total Environment","issn_l":"0048-9697","issn":["0048-9697","1879-1026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of The Total Environment","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5082181724","display_name":"Petr Mariel","orcid":"https://orcid.org/0000-0002-7412-0684","observed_orcids":["https://orcid.org/0000-0002-7412-0684"]},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Petr Mariel","raw_affiliation_strings":["UPV/EHU, Econom\u00eda Aplicada III, Avda. Lehendakari Aguire, 83, 48015 Bilbao, Spain. Electronic address: petr.mariel@ehu.es","UPV/EHU, Econom\u00eda Aplicada III, Avda. Lehendakari Aguire, 83, 48015 Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7412-0684","affiliations":[{"raw_affiliation_string":"UPV/EHU, Econom\u00eda Aplicada III, Avda. Lehendakari Aguire, 83, 48015 Bilbao, Spain. Electronic address: petr.mariel@ehu.es","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"UPV/EHU, Econom\u00eda Aplicada III, Avda. Lehendakari Aguire, 83, 48015 Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114029478","display_name":"J\u00fcrgen Meyerhoff","orcid":"https://orcid.org/0000-0003-4333-8514","observed_orcids":["https://orcid.org/0000-0003-4333-8514"]},"institutions":[{"id":"https://openalex.org/I1308524038","display_name":"Kiel Institute for the World Economy","ror":"https://ror.org/032yym934","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1308524038","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Meyerhoff","raw_affiliation_strings":["Institute for Landscape Architecture and Environmental Planning, Technical University of Berlin, D-10623 Berlin, Germany and The Kiel Institute for the World Economy, Duesternbrooker Weg 120, 24105 Kiel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Landscape Architecture and Environmental Planning, Technical University of Berlin, D-10623 Berlin, Germany and The Kiel Institute for the World Economy, Duesternbrooker Weg 120, 24105 Kiel, Germany","institution_ids":["https://openalex.org/I1308524038","https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082181724"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":4250,"currency":"USD","value_usd":4250},"apc_paid":null,"fwci":3.8866,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.93944846,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"568","issue":null,"first_page":"433","last_page":"443"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/random-parameter-logit","display_name":"random parameter logit","score":0.9300000071525574},{"id":"https://openalex.org/keywords/taste-heterogeneity","display_name":"taste heterogeneity","score":0.8299999833106995},{"id":"https://openalex.org/keywords/preference-heterogeneity","display_name":"preference heterogeneity","score":0.9319999814033508},{"id":"https://openalex.org/keywords/model-efficiency","display_name":"model efficiency","score":0.6610000133514404},{"id":"https://openalex.org/keywords/predictive-power","display_name":"predictive power","score":0.7710000276565552},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.4569999873638153}],"concepts":[{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.788871169090271},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6388997435569763},{"id":"https://openalex.org/C2779223135","wikidata":"https://www.wikidata.org/wiki/Q5104035","display_name":"Choice modelling","level":2,"score":0.6046226024627686},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5926347970962524},{"id":"https://openalex.org/C95057490","wikidata":"https://www.wikidata.org/wiki/Q6883984","display_name":"Mixed logit","level":3,"score":0.556102991104126},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.5272825360298157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5001511573791504},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4509536325931549},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.44878247380256653},{"id":"https://openalex.org/C2776314989","wikidata":"https://www.wikidata.org/wiki/Q833495","display_name":"Consumer choice","level":2,"score":0.43648621439933777},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.43074682354927063},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3138463795185089},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22959405183792114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2263476550579071},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21499258279800415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16981929540634155},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11583036184310913},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10639789700508118},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.0},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003247","descriptor_name":"Conservation of Natural Resources","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017059","descriptor_name":"Models, Econometric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044822","descriptor_name":"Biodiversity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.scitotenv.2016.06.019","doi":"https://doi.org/10.1016/j.scitotenv.2016.06.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scitotenv.2016.06.019","pdf_url":null,"source":{"id":"https://openalex.org/S86852077","display_name":"The Science of The Total Environment","issn_l":"0048-9697","issn":["0048-9697","1879-1026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of The Total Environment","raw_type":"journal-article"},{"id":"pmid:27310534","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27310534","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":"The Science of the total environment","raw_type":"Comparative Study"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320664","display_name":"Durham University","ror":"https://ror.org/01v29qb04"},{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W22811829","https://openalex.org/W581058365","https://openalex.org/W587591696","https://openalex.org/W1583412610","https://openalex.org/W1596581205","https://openalex.org/W1696499226","https://openalex.org/W1835977454","https://openalex.org/W1902908347","https://openalex.org/W1964256612","https://openalex.org/W1971602990","https://openalex.org/W1978689723","https://openalex.org/W1982757097","https://openalex.org/W1983150389","https://openalex.org/W1986021671","https://openalex.org/W1990736022","https://openalex.org/W1991417763","https://openalex.org/W1996732664","https://openalex.org/W2004014174","https://openalex.org/W2007940075","https://openalex.org/W2012117965","https://openalex.org/W2045248509","https://openalex.org/W2047061503","https://openalex.org/W2047379699","https://openalex.org/W2070369960","https://openalex.org/W2076224759","https://openalex.org/W2077678801","https://openalex.org/W2084398551","https://openalex.org/W2085167219","https://openalex.org/W2087457134","https://openalex.org/W2095551648","https://openalex.org/W2102018274","https://openalex.org/W2111989723","https://openalex.org/W2122822397","https://openalex.org/W2144522533","https://openalex.org/W2150054283","https://openalex.org/W2152343454","https://openalex.org/W2153610672","https://openalex.org/W2157277948","https://openalex.org/W2158054977","https://openalex.org/W2169294797","https://openalex.org/W2169570311","https://openalex.org/W2175319543","https://openalex.org/W2224434837","https://openalex.org/W2373805058","https://openalex.org/W2399039906","https://openalex.org/W2404773411","https://openalex.org/W2791435447","https://openalex.org/W3019551511","https://openalex.org/W6600889856","https://openalex.org/W6944781372"],"related_works":["https://openalex.org/W4399562062","https://openalex.org/W2122822397","https://openalex.org/W7100873928","https://openalex.org/W2763848340","https://openalex.org/W2049869711","https://openalex.org/W2278431158","https://openalex.org/W7096742247","https://openalex.org/W2148181870","https://openalex.org/W2937813901","https://openalex.org/W7097810311"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}