{"id":"https://openalex.org/W2945111919","doi":"https://doi.org/10.1007/s41060-019-00187-z","title":"Causal tree with instrumental variable: an extension of the causal tree framework to irregular assignment mechanisms","display_name":"Causal tree with instrumental variable: an extension of the causal tree framework to irregular assignment mechanisms","publication_year":2019,"publication_date":"2019-05-21","ids":{"openalex":"https://openalex.org/W2945111919","doi":"https://doi.org/10.1007/s41060-019-00187-z","mag":"2945111919"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-019-00187-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-019-00187-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5073468675","display_name":"Falco J. Bargagli Stoffi","orcid":"https://orcid.org/0000-0002-6131-8165"},"institutions":[{"id":"https://openalex.org/I127077003","display_name":"IMT School for Advanced Studies Lucca","ror":"https://ror.org/035gh3a49","country_code":"IT","type":"education","lineage":["https://openalex.org/I127077003"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","IT"],"is_corresponding":true,"raw_author_name":"Falco J. Bargagli Stoffi","raw_affiliation_strings":["IMT School for Advanced Studies, Piazza S. Francesco 19, 55100, Lucca, Italy","KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-6131-8165","affiliations":[{"raw_affiliation_string":"IMT School for Advanced Studies, Piazza S. Francesco 19, 55100, Lucca, Italy","institution_ids":["https://openalex.org/I127077003"]},{"raw_affiliation_string":"KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064295920","display_name":"Giorgio Gnecco","orcid":"https://orcid.org/0000-0002-5427-4328"},"institutions":[{"id":"https://openalex.org/I127077003","display_name":"IMT School for Advanced Studies Lucca","ror":"https://ror.org/035gh3a49","country_code":"IT","type":"education","lineage":["https://openalex.org/I127077003"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Gnecco","raw_affiliation_strings":["IMT School for Advanced Studies, Piazza S. Francesco 19, 55100, Lucca, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5427-4328","affiliations":[{"raw_affiliation_string":"IMT School for Advanced Studies, Piazza S. Francesco 19, 55100, Lucca, Italy","institution_ids":["https://openalex.org/I127077003"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073468675"],"corresponding_institution_ids":["https://openalex.org/I127077003","https://openalex.org/I99464096"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.5772,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9406698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"3","first_page":"315","last_page":"337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9966999888420105,"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":0.9882000088691711,"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/causal-inference","display_name":"Causal inference","score":0.9104194641113281},{"id":"https://openalex.org/keywords/instrumental-variable","display_name":"Instrumental variable","score":0.789755642414093},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6533066034317017},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.625410795211792},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.6196731328964233},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5974730253219604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5571710467338562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5517046451568604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5465025305747986},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4600543677806854},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.43652164936065674},{"id":"https://openalex.org/keywords/recursive-partitioning","display_name":"Recursive partitioning","score":0.4311065375804901},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.4178696572780609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30748698115348816},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22452899813652039}],"concepts":[{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.9104194641113281},{"id":"https://openalex.org/C162144332","wikidata":"https://www.wikidata.org/wiki/Q1665305","display_name":"Instrumental variable","level":2,"score":0.789755642414093},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6533066034317017},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.625410795211792},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.6196731328964233},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5974730253219604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5571710467338562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5517046451568604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5465025305747986},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4600543677806854},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.43652164936065674},{"id":"https://openalex.org/C137345334","wikidata":"https://www.wikidata.org/wiki/Q7303350","display_name":"Recursive partitioning","level":2,"score":0.4311065375804901},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.4178696572780609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30748698115348816},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22452899813652039},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41060-019-00187-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-019-00187-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/649369","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/649369/2/bargaglistoffi_gnecco_2019.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Data Science and Analytics (9), (315-337)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W153827463","https://openalex.org/W162576350","https://openalex.org/W200863923","https://openalex.org/W202801672","https://openalex.org/W941378780","https://openalex.org/W1531225860","https://openalex.org/W1840218356","https://openalex.org/W1967993709","https://openalex.org/W1989535774","https://openalex.org/W1989773174","https://openalex.org/W1993428266","https://openalex.org/W2016935967","https://openalex.org/W2064903582","https://openalex.org/W2104780889","https://openalex.org/W2105171386","https://openalex.org/W2110153620","https://openalex.org/W2132917208","https://openalex.org/W2138290169","https://openalex.org/W2139577967","https://openalex.org/W2143891888","https://openalex.org/W2148771208","https://openalex.org/W2155303420","https://openalex.org/W2193623539","https://openalex.org/W2208550830","https://openalex.org/W2305754340","https://openalex.org/W2313914504","https://openalex.org/W2314734263","https://openalex.org/W2330820318","https://openalex.org/W2343086605","https://openalex.org/W2525750377","https://openalex.org/W2568254335","https://openalex.org/W2751077699","https://openalex.org/W2763030197","https://openalex.org/W2765445448","https://openalex.org/W2886386404","https://openalex.org/W2892053163","https://openalex.org/W2911964244","https://openalex.org/W2952639253","https://openalex.org/W3085162807","https://openalex.org/W3121380333","https://openalex.org/W3121449393","https://openalex.org/W3121556564","https://openalex.org/W3122193054","https://openalex.org/W3124658416","https://openalex.org/W3141232563","https://openalex.org/W3144040573","https://openalex.org/W3150893739","https://openalex.org/W4229737049","https://openalex.org/W4246607039","https://openalex.org/W6630050984"],"related_works":["https://openalex.org/W1847771980","https://openalex.org/W4323042385","https://openalex.org/W3155886038","https://openalex.org/W3112532512","https://openalex.org/W1547624382","https://openalex.org/W4320159092","https://openalex.org/W3215034539","https://openalex.org/W4403292511","https://openalex.org/W4313422683","https://openalex.org/W2574301230"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-05-29T00:00:00"}
