{"id":"https://openalex.org/W4409840263","doi":"https://doi.org/10.1093/jrsssb/qkaf019","title":"Augmented balancing weights as linear regression","display_name":"Augmented balancing weights as linear regression","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409840263","doi":"https://doi.org/10.1093/jrsssb/qkaf019","pmid":"https://pubmed.ncbi.nlm.nih.gov/42461616","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13370344"},"language":"en","primary_location":{"id":"doi:10.1093/jrsssb/qkaf019","doi":"https://doi.org/10.1093/jrsssb/qkaf019","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jrsssb/qkaf019","pdf_url":null,"source":{"id":"https://openalex.org/S145009937","display_name":"Journal of the Royal Statistical Society Series B (Statistical Methodology)","issn_l":"1369-7412","issn":["1369-7412","1467-9868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1093/jrsssb/qkaf019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000399563","display_name":"David Bruns-Smith","orcid":"https://orcid.org/0009-0000-9863-3882","observed_orcids":["https://orcid.org/0009-0000-9863-3882"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Bruns-Smith","raw_affiliation_strings":["Graduate School of Business, Stanford University, Stanford, CA ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Business, Stanford University, Stanford, CA ,","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079508409","display_name":"Oliver Dukes","orcid":"https://orcid.org/0000-0002-9145-3325","observed_orcids":["https://orcid.org/0000-0002-9145-3325"]},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Oliver Dukes","raw_affiliation_strings":["Department of Mathematics, Computer Science and Statistics, Ghent University, Ghent ,"],"raw_orcid":"https://orcid.org/0000-0002-9145-3325","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Computer Science and Statistics, Ghent University, Ghent ,","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017768355","display_name":"Avi Feller","orcid":"https://orcid.org/0000-0001-7319-5468","observed_orcids":["https://orcid.org/0000-0001-7319-5468"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Avi Feller","raw_affiliation_strings":["Goldman School of Public Policy, Department of Statistics, University of California, Berkeley, CA ,"],"raw_orcid":"https://orcid.org/0000-0001-7319-5468","affiliations":[{"raw_affiliation_string":"Goldman School of Public Policy, Department of Statistics, University of California, Berkeley, CA ,","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015192061","display_name":"Elizabeth L. Ogburn","orcid":"https://orcid.org/0000-0001-7036-7973","observed_orcids":["https://orcid.org/0000-0001-7036-7973"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth L Ogburn","raw_affiliation_strings":["Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD ,","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017768355"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":{"value":2621,"currency":"GBP","value_usd":3456},"apc_paid":{"value":2621,"currency":"GBP","value_usd":3456},"fwci":6.1679,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97452229,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"88","issue":"3","first_page":"699","last_page":"723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9940999746322632,"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":0.9940999746322632,"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":0.0032999999821186066,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":9.999999747378752e-05,"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/doubly-robust-estimation","display_name":"doubly robust estimation","score":0.6259999871253967},{"id":"https://openalex.org/keywords/covariate-balance","display_name":"covariate balance","score":0.8230000138282776},{"id":"https://openalex.org/keywords/linear-regression","display_name":"linear regression","score":0.5189999938011169},{"id":"https://openalex.org/keywords/kernel-ridge-regression","display_name":"kernel ridge regression","score":0.8109999895095825},{"id":"https://openalex.org/keywords/undersmoothing","display_name":"undersmoothing","score":0.8320000171661377},{"id":"https://openalex.org/keywords/lasso","display_name":"LASSO","score":0.7110000252723694},{"id":"https://openalex.org/keywords/double-selection","display_name":"double selection","score":0.9829999804496765},{"id":"https://openalex.org/keywords/semiparametric-efficiency","display_name":"semiparametric efficiency","score":0.9120000004768372},{"id":"https://openalex.org/keywords/propensity-score","display_name":"propensity score","score":0.5609999895095825},{"id":"https://openalex.org/keywords/causal-inference","display_name":"causal inference","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7545211315155029},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6500356197357178},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.5559148788452148},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5263831615447998},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.4988517761230469},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.48550891876220703},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48361316323280334},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.48096171021461487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47731027007102966},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.44882282614707947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4063633680343628},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37521785497665405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33509498834609985},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1093/jrsssb/qkaf019","doi":"https://doi.org/10.1093/jrsssb/qkaf019","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jrsssb/qkaf019","pdf_url":null,"source":{"id":"https://openalex.org/S145009937","display_name":"Journal of the Royal Statistical Society Series B (Statistical Methodology)","issn_l":"1369-7412","issn":["1369-7412","1467-9868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","raw_type":"journal-article"},{"id":"pmid:42461616","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42461616","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":"Journal of the Royal Statistical Society. Series B, Statistical methodology","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13370344","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13370344/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J R Stat Soc Series B Stat Methodol","raw_type":"Text"},{"id":"pmh:oai:RePEc:arx:papers:2304.14545","doi":null,"is_oa":false,"landing_page_url":"http://arxiv.org/pdf/2304.14545","pdf_url":"http://arxiv.org/pdf/2304.14545","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"pmh:oai:arXiv.org:2304.14545","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.14545","pdf_url":"https://arxiv.org/pdf/2304.14545","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:archive.ugent.be:01HRSHTMKRZZVRW73JV3MCM0RT","doi":null,"is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/01HRSHTMKRZZVRW73JV3MCM0RT","pdf_url":"https://biblio.ugent.be/publication/01HRSHTMKRZZVRW73JV3MCM0RT/file/01HRSHV0JPTBQYDVJ20XBCT2BD.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ARXIV","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:01JSYCCEPKXZRWTTT2ARGFGA99","doi":null,"is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/01JSYCCEPKXZRWTTT2ARGFGA99","pdf_url":"https://biblio.ugent.be/publication/01JSYCCEPKXZRWTTT2ARGFGA99/file/01JSYCF3KXCW6WB2332WKP6EC1.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1467-9868","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.2304.14545","doi":"https://doi.org/10.48550/arxiv.2304.14545","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2304.14545","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1093/jrsssb/qkaf019","doi":"https://doi.org/10.1093/jrsssb/qkaf019","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jrsssb/qkaf019","pdf_url":null,"source":{"id":"https://openalex.org/S145009937","display_name":"Journal of the Royal Statistical Society Series B (Statistical Methodology)","issn_l":"1369-7412","issn":["1369-7412","1467-9868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Royal Statistical Society Series B: Statistical Methodology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1557819072","display_name":null,"funder_award_id":"N000142412701","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2637138086","display_name":null,"funder_award_id":"579679","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3138617139","display_name":"Data-adaptive causal inference under weak assumptions","funder_award_id":"1222522N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6219198695","display_name":null,"funder_award_id":"R305D200010","funder_id":"https://openalex.org/F4320306106","funder_display_name":"U.S. Department of Education"},{"id":"https://openalex.org/G774166466","display_name":null,"funder_award_id":"N00014\u201021\u20101\u20102820","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8849755744","display_name":"Improving Methods for Policy Impact Evaluation with Group Panel Data in Education Research","funder_award_id":"R305D200010","funder_id":"https://openalex.org/F4320332210","funder_display_name":"Institute of Education Sciences"}],"funders":[{"id":"https://openalex.org/F4320306106","display_name":"U.S. Department of Education","ror":"https://ror.org/021adze67"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332210","display_name":"Institute of Education Sciences","ror":"https://ror.org/04et59085"},{"id":"https://openalex.org/F4320334164","display_name":"Simons Institute for the Theory of Computing, University of California Berkeley","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409840263.pdf","grobid_xml":"https://content.openalex.org/works/W4409840263.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1520595697","https://openalex.org/W2000471953","https://openalex.org/W2012501405","https://openalex.org/W2015475535","https://openalex.org/W2039811614","https://openalex.org/W2058499415","https://openalex.org/W2060243110","https://openalex.org/W2074523758","https://openalex.org/W2077563060","https://openalex.org/W2079559497","https://openalex.org/W2088883866","https://openalex.org/W2090513401","https://openalex.org/W2100169259","https://openalex.org/W2100532505","https://openalex.org/W2120817734","https://openalex.org/W2120846249","https://openalex.org/W2150118316","https://openalex.org/W2212660284","https://openalex.org/W2273223125","https://openalex.org/W2314734263","https://openalex.org/W2553763938","https://openalex.org/W2561083225","https://openalex.org/W2565113373","https://openalex.org/W2787894218","https://openalex.org/W2792041354","https://openalex.org/W2796775270","https://openalex.org/W2809090039","https://openalex.org/W2891753394","https://openalex.org/W2923764619","https://openalex.org/W2933844681","https://openalex.org/W2952814763","https://openalex.org/W2963709384","https://openalex.org/W2971363918","https://openalex.org/W2972798603","https://openalex.org/W2993749937","https://openalex.org/W2997938744","https://openalex.org/W3040714996","https://openalex.org/W3084611071","https://openalex.org/W3095093580","https://openalex.org/W3099692195","https://openalex.org/W3122542817","https://openalex.org/W3123436326","https://openalex.org/W3123564515","https://openalex.org/W3123670345","https://openalex.org/W3124116943","https://openalex.org/W3125057276","https://openalex.org/W3132056622","https://openalex.org/W3152600931","https://openalex.org/W3158290712","https://openalex.org/W4205150711","https://openalex.org/W4205827939","https://openalex.org/W4237530746","https://openalex.org/W4237923205","https://openalex.org/W4323067290","https://openalex.org/W6730592860"],"related_works":["https://openalex.org/W7154843180","https://openalex.org/W4378447055","https://openalex.org/W7124176012","https://openalex.org/W7123335549","https://openalex.org/W2383440647","https://openalex.org/W7170037371","https://openalex.org/W2610182774","https://openalex.org/W7128085134","https://openalex.org/W7215125752","https://openalex.org/W4404571045"],"abstract_inverted_index":{"estimators":[0],"combine":[1,50],"outcome":[2,22,55,88,106],"modelling":[3],"with":[4,47,57],"balancing":[5,176],"weights-weights":[6],"that":[7,36,49,95,99],"achieve":[8],"covariate":[9],"balance":[10],"directly":[11],"instead":[12,129],"of":[13,52,67,122,149,161,174],"estimating":[14],"and":[15,23,89,107,163,167],"inverting":[16],"the":[17,21,37,53,70,77,96,125,141,152,158,172],"propensity":[18],"score.":[19],"When":[20,124],"weighting":[24,90,108,126],"models":[25,109],"are":[26],"both":[27,105],"linear":[28,45],"in":[29,73],"some":[30],"(possibly":[31],"infinite)":[32],"basis,":[33],"we":[34,131],"show":[35,94],"augmented":[38,71,97,175],"estimator":[39,72,79,98],"is":[40,110,128],"equivalent":[41,111],"to":[42,76,86,112],"a":[43,113,119,133],"single":[44],"model":[46,56,127],"coefficients":[48],"those":[51,58],"original":[54],"from":[59],"unpenalized":[60],"ordinary":[61],"least-squares":[62],"(OLS).":[63],"Under":[64],"certain":[65],"choices":[66],"regularization":[68],"parameters,":[69],"fact":[74],"collapses":[75],"OLS":[78],"alone.":[80],"We":[81,92],"then":[82],"extend":[83],"these":[84],"results":[85,156],"specific":[87],"models.":[91],"first":[93],"uses":[100],"(kernel)":[101,116],"ridge":[102,117],"regression":[103],"for":[104],"single,":[114],"undersmoothed":[115,162],"regression-implying":[118],"novel":[120],"analysis":[121],"undersmoothing.":[123],"lasso-penalized,":[130],"demonstrate":[132],"familiar":[134],"'double":[135],"selection'":[136],"property.":[137],"Our":[138],"framework":[139],"opens":[140],"black":[142],"box":[143],"on":[144,157],"this":[145],"increasingly":[146],"popular":[147],"class":[148],"estimators,":[150,166],"bridges":[151],"gap":[153],"between":[154],"existing":[155],"semiparametric":[159],"efficiency":[160],"doubly":[164],"robust":[165],"provides":[168],"new":[169],"insights":[170],"into":[171],"performance":[173],"weights.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-04-26T00:00:00"}
