{"id":"https://openalex.org/W4386825286","doi":"https://doi.org/10.1007/s00607-023-01224-3","title":"Generalized hurdle count data models based on interpretable machine learning with an application to health care demand","display_name":"Generalized hurdle count data models based on interpretable machine learning with an application to health care demand","publication_year":2023,"publication_date":"2023-09-18","ids":{"openalex":"https://openalex.org/W4386825286","doi":"https://doi.org/10.1007/s00607-023-01224-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00607-023-01224-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00607-023-01224-3","pdf_url":null,"source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Computing","raw_type":"journal-article"},"type":"article","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/A5101777623","display_name":"Xin Xu","orcid":"https://orcid.org/0000-0002-0461-6166"},"institutions":[{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Xu","raw_affiliation_strings":["School of Finance, Capital University of Economics and Business, Beijing, 100070, China","School of Finance, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, 100070, China","institution_ids":["https://openalex.org/I90259746"]},{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419658","display_name":"Tao Ye","orcid":"https://orcid.org/0000-0002-9382-7554"},"institutions":[{"id":"https://openalex.org/I146563203","display_name":"University of International Business and Economics","ror":"https://ror.org/05khqpb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I146563203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Ye","raw_affiliation_strings":["School of Banking and Finance, University of International Business and Economics, Beijing, 100029, China","School of Banking and Finance, University of International Business and Economics, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Banking and Finance, University of International Business and Economics, Beijing, 100029, China","institution_ids":["https://openalex.org/I146563203"]},{"raw_affiliation_string":"School of Banking and Finance, University of International Business and Economics, Beijing, China","institution_ids":["https://openalex.org/I146563203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020733419","display_name":"Jieying Gao","orcid":"https://orcid.org/0000-0003-4291-9632"},"institutions":[{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieying Gao","raw_affiliation_strings":["School of Finance, Capital University of Economics and Business, Beijing, 100070, China","School of Finance, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, 100070, China","institution_ids":["https://openalex.org/I90259746"]},{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064556369","display_name":"Dongxiao Chu","orcid":"https://orcid.org/0000-0002-1212-7653"},"institutions":[{"id":"https://openalex.org/I90259746","display_name":"Capital University of Economics and Business","ror":"https://ror.org/01r5sf951","country_code":"CN","type":"education","lineage":["https://openalex.org/I90259746"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongxiao Chu","raw_affiliation_strings":["School of Finance, Capital University of Economics and Business, Beijing, 100070, China","School of Finance, Capital University of Economics and Business, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, 100070, China","institution_ids":["https://openalex.org/I90259746"]},{"raw_affiliation_string":"School of Finance, Capital University of Economics and Business, Beijing, China","institution_ids":["https://openalex.org/I90259746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064556369"],"corresponding_institution_ids":["https://openalex.org/I90259746"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.4963,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69022586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"106","issue":"2","first_page":"295","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.960099995136261,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9585000276565552,"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/interpretability","display_name":"Interpretability","score":0.8667994141578674},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6989462375640869},{"id":"https://openalex.org/keywords/count-data","display_name":"Count data","score":0.6679085493087769},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5873480439186096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5554665327072144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5549389719963074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5302621722221375},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5031773447990417},{"id":"https://openalex.org/keywords/generalized-linear-model","display_name":"Generalized linear model","score":0.44391846656799316},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.43093717098236084},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4136980473995209},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4116681218147278},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3447316288948059},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3172582983970642},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3045831620693207}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8667994141578674},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6989462375640869},{"id":"https://openalex.org/C33643355","wikidata":"https://www.wikidata.org/wiki/Q5176731","display_name":"Count data","level":3,"score":0.6679085493087769},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5873480439186096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5554665327072144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5549389719963074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5302621722221375},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5031773447990417},{"id":"https://openalex.org/C41587187","wikidata":"https://www.wikidata.org/wiki/Q1501882","display_name":"Generalized linear model","level":2,"score":0.44391846656799316},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.43093717098236084},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4136980473995209},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4116681218147278},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3447316288948059},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3172582983970642},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3045831620693207},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00607-023-01224-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00607-023-01224-3","pdf_url":null,"source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1594031697","https://openalex.org/W1977009248","https://openalex.org/W1987084611","https://openalex.org/W2005903772","https://openalex.org/W2014657328","https://openalex.org/W2027129718","https://openalex.org/W2030371617","https://openalex.org/W2043573899","https://openalex.org/W2047905873","https://openalex.org/W2068948979","https://openalex.org/W2085970093","https://openalex.org/W2109096757","https://openalex.org/W2119634512","https://openalex.org/W2151152699","https://openalex.org/W2255524332","https://openalex.org/W2282821441","https://openalex.org/W2329368462","https://openalex.org/W2490952171","https://openalex.org/W2796215194","https://openalex.org/W2807535064","https://openalex.org/W2899031489","https://openalex.org/W2911964244","https://openalex.org/W2912561960","https://openalex.org/W2946042763","https://openalex.org/W2948872578","https://openalex.org/W3034611851","https://openalex.org/W3048338675","https://openalex.org/W3098278632","https://openalex.org/W3103482818","https://openalex.org/W3105081376","https://openalex.org/W3112727922","https://openalex.org/W3122544078","https://openalex.org/W3122935681","https://openalex.org/W3136214430","https://openalex.org/W3176109782","https://openalex.org/W4200507992","https://openalex.org/W4200583206","https://openalex.org/W4205797027","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4361806667","https://openalex.org/W4293151273","https://openalex.org/W4366990902","https://openalex.org/W1927248280","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4313289487","https://openalex.org/W2020156040","https://openalex.org/W4321636153","https://openalex.org/W2550022009"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
