{"id":"https://openalex.org/W774105349","doi":null,"title":"Estimation of value-of-time using Mixed Logit models","display_name":"Estimation of value-of-time using Mixed Logit models","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W774105349","mag":"774105349"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.167.5803","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.167.5803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://infoscience.epfl.ch/record/77553/files/Hess2004_532.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/77553","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072345703","display_name":"Stephane Hess","orcid":"https://orcid.org/0000-0002-3650-2518","observed_orcids":["https://orcid.org/0000-0002-3650-2518"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephane Hess","raw_affiliation_strings":["Imperial College London,#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-3650-2518","affiliations":[{"raw_affiliation_string":"Imperial College London,#TAB#","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045648021","display_name":"Michel Bierlaire","orcid":"https://orcid.org/0000-0002-5275-7692","observed_orcids":["https://orcid.org/0000-0002-5275-7692"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michel Bierlaire","raw_affiliation_strings":["\u00c9cole Polytechnique, F\u00e9d\u00e9rale de Lausanne#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-5275-7692","affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, F\u00e9d\u00e9rale de Lausanne#TAB#","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077430514","display_name":"John W. Polak","orcid":"https://orcid.org/0000-0002-3222-483X","observed_orcids":["https://orcid.org/0000-0002-3222-483X"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Polak","raw_affiliation_strings":["Imperial College London,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London,#TAB#","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0654,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91741032,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.8554999828338623,"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":0.8554999828338623,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.1421000063419342,"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"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.0003000000142492354,"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/value-of-time","display_name":"value of time","score":0.9300000071525574},{"id":"https://openalex.org/keywords/mixed-logit-model","display_name":"mixed logit model","score":0.8960000276565552},{"id":"https://openalex.org/keywords/willingness-to-pay","display_name":"willingness to pay","score":0.7919999957084656},{"id":"https://openalex.org/keywords/discrete-choice-models","display_name":"discrete choice models","score":0.9020000100135803},{"id":"https://openalex.org/keywords/revealed-preference","display_name":"revealed preference","score":0.39100000262260437},{"id":"https://openalex.org/keywords/travel-demand","display_name":"travel demand","score":0.4000000059604645}],"concepts":[{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6251891851425171},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5944990515708923},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5762299299240112},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5738208889961243},{"id":"https://openalex.org/C2775939957","wikidata":"https://www.wikidata.org/wiki/Q25645309","display_name":"Value of time","level":3,"score":0.567866861820221},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5644406080245972},{"id":"https://openalex.org/C95057490","wikidata":"https://www.wikidata.org/wiki/Q6883984","display_name":"Mixed logit","level":3,"score":0.4978489875793457},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4691285789012909},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.4532831311225891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4405851364135742},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.4245827794075012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40767189860343933},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3550296425819397},{"id":"https://openalex.org/C2985733770","wikidata":"https://www.wikidata.org/wiki/Q1233007","display_name":"Travel time","level":2,"score":0.30307310819625854},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.26133280992507935},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15006187558174133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10691201686859131},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.167.5803","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.167.5803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://infoscience.epfl.ch/record/77553/files/Hess2004_532.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:77553","doi":null,"is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/77553","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:77553","doi":null,"is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/77553","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"report"},{"id":"mag:774105349","doi":null,"is_oa":false,"landing_page_url":"https://infoscience.epfl.ch/record/77553/files/Hess2004_532.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:77553","doi":null,"is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/77553","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W12539067","https://openalex.org/W22145171","https://openalex.org/W581058365","https://openalex.org/W581156163","https://openalex.org/W1504012330","https://openalex.org/W1510589918","https://openalex.org/W1538930451","https://openalex.org/W1550812296","https://openalex.org/W1555857647","https://openalex.org/W1557721073","https://openalex.org/W1557777695","https://openalex.org/W1563690153","https://openalex.org/W1583412610","https://openalex.org/W1584245589","https://openalex.org/W1597673473","https://openalex.org/W1719351105","https://openalex.org/W1966709680","https://openalex.org/W1980457222","https://openalex.org/W1980476061","https://openalex.org/W1985418995","https://openalex.org/W1987570347","https://openalex.org/W1994851525","https://openalex.org/W2018930518","https://openalex.org/W2035128842","https://openalex.org/W2039810561","https://openalex.org/W2041819305","https://openalex.org/W2052540727","https://openalex.org/W2058981413","https://openalex.org/W2060808599","https://openalex.org/W2066531726","https://openalex.org/W2077810459","https://openalex.org/W2086335133","https://openalex.org/W2094536313","https://openalex.org/W2105162206","https://openalex.org/W2121199681","https://openalex.org/W2136438270","https://openalex.org/W2137344397","https://openalex.org/W2137734108","https://openalex.org/W2144005500","https://openalex.org/W2144784532","https://openalex.org/W2152081677","https://openalex.org/W2152965974","https://openalex.org/W2162516466","https://openalex.org/W2166201127","https://openalex.org/W2292154087","https://openalex.org/W2292478695","https://openalex.org/W2522594040","https://openalex.org/W3015812362"],"related_works":["https://openalex.org/W2114706143","https://openalex.org/W1564703359","https://openalex.org/W1538930451","https://openalex.org/W2379071385","https://openalex.org/W7100022189","https://openalex.org/W628644992","https://openalex.org/W2144439980","https://openalex.org/W2038150249","https://openalex.org/W319681689","https://openalex.org/W7099225065"],"abstract_inverted_index":{"Value-of-time":[0],"is":[1,60,174,200],"a":[2,75,140],"critical":[3],"willingness-to-pay":[4],"indicator":[5],"in":[6,20,62,67,197],"many":[7],"transportation":[8],"applications.":[9],"In":[10],"this":[11,18],"paper,":[12],"we":[13,138],"discuss":[14,83],"the":[15,21,35,70,84,112,119,127,157,160,168,172,177,180,184,191,198,203,207,217,220,224],"computation":[16],"of":[17,23,72,78,86,91,166,171,193,206,216,219,223],"measure":[19],"case":[22],"discrete":[24],"choice":[25],"models":[26,40,73],"allowing":[27],"for":[28],"random":[29],"taste":[30],"heterogeneity.":[31],"We":[32,64,95,121],"first":[33],"present":[34,139],"theoretical":[36],"assumptions":[37],"associated":[38,148,208],"with":[39,89,149,202],"using":[41,99,134],"randomly":[42,130],"distributed":[43,131],"travel-time":[44,80,105,132],"coefficients,":[45,81,133],"and":[46,82],"highlight":[47],"several":[48],"important":[49],"issues":[50],"that":[51,97,156,190],"must":[52],"not":[53,175],"be":[54],"neglected":[55],"when":[56],"such":[57,87,151],"an":[58,100],"approach":[59],"adopted":[61],"practice.":[63],"then":[65,122],"look":[66],"detail":[68],"at":[69],"issue":[71],"producing":[74],"non-zero":[76],"probability":[77],"positive":[79,104],"consistency":[85],"estimates":[88,215],"theories":[90],"rational":[92],"economic":[93],"behaviour.":[94],"note":[96],"by":[98,111,118],"unbounded":[101],"statistical":[102],"distribution,":[103],"coefficients":[106,209],"are":[107],"postulated":[108],"empha":[109],"priori":[110],"researcher,":[113],"rather":[114],"than":[115],"being":[116],"emphrevealed":[117],"data.":[120,185],"illustrate":[123,144],"how":[124],"to":[125,143,183,213],"compute":[126],"value-of-time":[128,225],"from":[129],"various":[135],"experiments.":[136],"Finally,":[137],"simple":[141],"application":[142],"some":[145],"concrete":[146],"difficulties":[147],"estimating":[150],"models.":[152],"Our":[153],"results":[154,163,188],"show":[155,189],"model":[158,178],"providing":[159],"best":[161,181],"estimation":[162],"(in":[164],"terms":[165],"recovering":[167],"true":[169],"distribution":[170,222],"value-of-time)":[173],"necessarily":[176],"giving":[179],"fit":[182],"Furthermore,":[186],"our":[187],"use":[192],"distributions":[194],"whose":[195],"behaviour":[196],"tails":[199],"inconsistent":[201],"intuitive":[204],"understanding":[205],"may":[210],"sometimes":[211],"lead":[212],"better":[214],"moments":[218],"emphtrue":[221],"savings.":[226]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
