{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T19:10:02Z","timestamp":1755976202436,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,9]],"date-time":"2024-06-09T00:00:00Z","timestamp":1717891200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"DARPA ASKEM","award":["HR00112220042"],"award-info":[{"award-number":["HR00112220042"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,9]]},"DOI":"10.1145\/3665601.3669850","type":"proceedings-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T12:20:36Z","timestamp":1717762836000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Digging Up Threats to Validity: A Data Marshalling Approach to Sensitivity Analysis"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-7224-363X","authenticated-orcid":false,"given":"Anna","family":"Zeng","sequence":"first","affiliation":[{"name":"CSAIL, MIT, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6122-0590","authenticated-orcid":false,"given":"Mike","family":"Cafarella","sequence":"additional","affiliation":[{"name":"CSAIL, MIT, USA"}]}],"member":"320","published-online":{"date-parts":[[2024,6,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-015-0389-y"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1086\/426036"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/533452a"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwad203"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2018.00094"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Victor Chernozhukov Carlos Cinelli Whitney Newey Amit Sharma and Vasilis Syrgkanis. 2023. Long Story Short: Omitted Variable Bias in Causal Machine Learning. arxiv:2112.13398\u00a0[econ.EM]","DOI":"10.3386\/w30302"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12348"},{"key":"e_1_3_2_1_8_1","first-page":"173","article-title":"Smoking and lung cancer: recent evidence and a discussion of some questions","volume":"22","author":"Cornfield Jerome","year":"1959","unstructured":"Jerome Cornfield, William Haenszel, E\u00a0Cuyler Hammond, Abraham\u00a0M Lilienfeld, Michael\u00a0B Shimkin, and Ernst\u00a0L Wynder. 1959. Smoking and lung cancer: recent evidence and a discussion of some questions. Journal of the National Cancer institute 22, 1 (1959), 173\u2013203.","journal-title":"Journal of the National Cancer institute"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1018033108"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3555041.3589409"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Grace Fan Jin Wang Yuliang Li Dan Zhang and Ren\u00e9e Miller. 2023. Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. arxiv:2210.01922\u00a0[cs.DB]","DOI":"10.14778\/3587136.3587146"},{"volume-title":"Lives vs. Livelihoods: The Impact of the Great Recession on Mortality and Welfare","author":"Finkelstein Amy","key":"e_1_3_2_1_12_1","unstructured":"Amy Finkelstein, Matthew\u00a0J. Notowidigdo, Frank Schilbach, and Jonathan Zhang. 2024. Lives vs. Livelihoods: The Impact of the Great Recession on Mortality and Welfare. National Bureau of Economic Research, Cambridge, Mass."},{"key":"e_1_3_2_1_13_1","volume-title":"Retrieved","author":"National\u00a0Center for Education\u00a0Statistics.","year":"1988","unstructured":"National\u00a0Center for Education\u00a0Statistics. 1988. National Education Longitudinal Study of 1988. Retrieved April 14, 2024 from https:\/\/nces.ed.gov\/surveys\/nels88\/"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00213"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022002719879217"},{"key":"e_1_3_2_1_16_1","volume-title":"Retrieved","author":"Heiss Andrew","year":"2021","unstructured":"Andrew Heiss. 2021. Unobserved Confounding. Retrieved April 14, 2024 from https:\/\/evalf21.classes.andrewheiss.com\/example\/confounding-sensitivity\/"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/s43586-023-00249-4"},{"key":"e_1_3_2_1_18_1","volume-title":"CHORUS: foundation models for unified data discovery and exploration. arXiv preprint arXiv:2306.09610","author":"Kayali Moe","year":"2023","unstructured":"Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, and Dan Suciu. 2023. CHORUS: foundation models for unified data discovery and exploration. arXiv preprint arXiv:2306.09610 (2023)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3588689"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.14778\/3574245.3574274"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2305.00050"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11121-012-0339-5"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1542\/hpeds.2023-007116"},{"volume-title":"Methods matter: Improving causal inference in educational and social science research","author":"Murnane J","key":"e_1_3_2_1_24_1","unstructured":"Richard\u00a0J Murnane and John\u00a0B Willett. 2010. Methods matter: Improving causal inference in educational and social science research. Oxford University Press."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1177\/1536867X0700700303"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.14778\/3192965.3192973"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/20094"},{"key":"e_1_3_2_1_28_1","volume-title":"Sensitivity analysis in observational studies. Encyclopedia of statistics in behavioral science","author":"Rosenbaum R","year":"2005","unstructured":"Paul\u00a0R Rosenbaum. 2005. Sensitivity analysis in observational studies. Encyclopedia of statistics in behavioral science (2005)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3458456"},{"key":"e_1_3_2_1_30_1","volume-title":"DoWhy: An End-to-End Library for Causal Inference. arXiv preprint arXiv:2011.04216","author":"Sharma Amit","year":"2020","unstructured":"Amit Sharma and Emre Kiciman. 2020. DoWhy: An End-to-End Library for Causal Inference. arXiv preprint arXiv:2011.04216 (2020)."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i12.26697"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.7326\/M16-2607"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1110910108"},{"key":"e_1_3_2_1_34_1","unstructured":"Feng Xie Zhengming Chen Shanshan Luo Wang Miao Ruichu Cai and Zhi Geng. 2024. Automating the Selection of Proxy Variables of Unmeasured Confounders. arxiv:2405.16130\u00a0[cs.LG]"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00144"},{"key":"e_1_3_2_1_36_1","unstructured":"Brit Youngmann Michael Cafarella Babak Salimi and Anna Zeng. 2023. Causal Data Integration. arxiv:2305.08741\u00a0[cs.DB]"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1038\/35004661"}],"event":{"name":"SIGMOD\/PODS '24: International Conference on Management of Data","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"],"location":"Santiago AA Chile","acronym":"SIGMOD\/PODS '24"},"container-title":["Proceedings of the Conference on Governance, Understanding and Integration of Data for Effective and Responsible AI"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3665601.3669850","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3665601.3669850","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T18:35:51Z","timestamp":1755974151000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3665601.3669850"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,9]]},"references-count":37,"alternative-id":["10.1145\/3665601.3669850","10.1145\/3665601"],"URL":"https:\/\/doi.org\/10.1145\/3665601.3669850","relation":{},"subject":[],"published":{"date-parts":[[2024,6,9]]},"assertion":[{"value":"2024-06-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}