{"id":"https://openalex.org/W1978100","doi":null,"title":"Heckman\u2019s Selection Model, Endogenous and Exogenous Switching Models, A survey","display_name":"Heckman\u2019s Selection Model, Endogenous and Exogenous Switching Models, A survey","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1978100","mag":"1978100"},"language":"en","primary_location":{"id":"mag:1978100","doi":null,"is_oa":false,"landing_page_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1002&context=laure_dutoit","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},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5038905648","display_name":"Laure Dutoit","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Laure Dutoit","raw_affiliation_strings":["University of Lausanne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lausanne","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038905648"],"corresponding_institution_ids":["https://openalex.org/I97565354"],"apc_list":null,"apc_paid":null,"fwci":0.6066,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.69278302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.8910999894142151,"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.8910999894142151,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.017899999395012856,"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/T10136","display_name":"Statistical Methods and Inference","score":0.007300000172108412,"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/heckman-selection-model","display_name":"Heckman selection model","score":0.9670000076293945},{"id":"https://openalex.org/keywords/switching-regression-model","display_name":"switching regression","score":0.5830000042915344},{"id":"https://openalex.org/keywords/endogenous-switching-model","display_name":"endogenous switching model","score":0.8579999804496765},{"id":"https://openalex.org/keywords/sample-selection","display_name":"sample selection","score":0.6069999933242798},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.5230000019073486},{"id":"https://openalex.org/keywords/estimation-methods","display_name":"estimation methods","score":0.7680000066757202}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7499274611473083},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.7366276979446411},{"id":"https://openalex.org/C180075932","wikidata":"https://www.wikidata.org/wiki/Q5333342","display_name":"Econometric model","level":2,"score":0.7345436811447144},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.6112736463546753},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5776494145393372},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5575326681137085},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4403132200241089},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.4136059880256653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35802072286605835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3083517253398895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21675974130630493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1538814902305603},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:1978100","doi":null,"is_oa":false,"landing_page_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1002&context=laure_dutoit","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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1493044792","https://openalex.org/W1538625508","https://openalex.org/W1965666958","https://openalex.org/W2009724269","https://openalex.org/W2017145543","https://openalex.org/W2023063828","https://openalex.org/W2030298911","https://openalex.org/W2042080635","https://openalex.org/W2075248469","https://openalex.org/W2086568857","https://openalex.org/W2098910318","https://openalex.org/W2109095530","https://openalex.org/W2117853077","https://openalex.org/W2139122730","https://openalex.org/W2146057525","https://openalex.org/W2332023191","https://openalex.org/W2521247258"],"related_works":["https://openalex.org/W1553041112","https://openalex.org/W7212389463","https://openalex.org/W1977389676","https://openalex.org/W7095827899","https://openalex.org/W1537584940","https://openalex.org/W2069457490","https://openalex.org/W2902496470","https://openalex.org/W646573065","https://openalex.org/W2054768796","https://openalex.org/W2039746056"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2],"this":[3],"paper":[4],"is":[5],"to":[6,13,44],"explore":[7],"switching-regression":[8],"and":[9,12,34,63],"selection":[10],"models":[11],"compare":[14],"their":[15,32],"use":[16],"in":[17,47],"econometric":[18,57],"practice.":[19],"We":[20,36,50],"show":[21,52],"how":[22],"they":[23,65],"can":[24],"be":[25,67],"described":[26],"through":[27],"a":[28],"common":[29],"framework":[30],"highlighting":[31],"differences":[33,58],"similarities.":[35],"also":[37],"present":[38],"the":[39,45,60],"estimation":[40],"methods":[41],"currently":[42],"available":[43],"practitioner":[46],"each":[48,70],"case.":[49],"finally":[51],"that":[53,64],"there":[54],"are":[55],"unambiguous":[56],"between":[59],"three":[61],"frameworks":[62],"cannot":[66],"substituted":[68],"for":[69],"other,":[71],"except":[72],"under":[73],"strict":[74],"conditions.":[75],"JEL":[76],"classification":[77],"numbers:":[78],"F10,":[79],"O12,":[80],"O19.":[81]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
