Early COVID-19 Policies and Their Enduring Impact on Unemployment: Causal Evidence Through 2024

Authors: Hong, Yongmiao, Author, Zhou, Yinggang, Author, Yin, Li, Author, Wang, Xiaoqin, Docent, 1963-, Author

Contributors: Hong, Yongmiao, Author, Zhou, Yinggang, Author, Yin, Li, Author, Wang, Xiaoqin, Docent, 1963-, Author

Source: Statistics and Public Policy. 13(1)

Subject Terms: Average treatment effect among treated, Long-term causal effect, Sequential causal effect, Sequential treatment assignment, Unemployment

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-50719
https://doi.org/10.1080/2330443x.2026.2685207

The definition of treatment assignment in observational emulations of target trials - an empirical examination in the Swedish Primary Care Cardiovascular Database

Authors: Humphreys, Anna B. C., Author, Matthews, Anthony A., Author, Young, Jessica C., Author, Berglund, Anita, Author, Lindahl, Bertil, 1957-, Author, Wettermark, Björn, Author, Dahabreh, Issa J., Author, Kahan, Thomas, Author, Hernan, Miguel A., Author

Contributors: Humphreys, Anna B. C., Author, Matthews, Anthony A., Author, Young, Jessica C., Author, Berglund, Anita, Author, Lindahl, Bertil, 1957-, Author, Wettermark, Björn, Author, Dahabreh, Issa J., Author, Kahan, Thomas, Author, Hernan, Miguel A., Author

Source: Annals of Epidemiology. 108:56-62

Subject Terms: Target trial emulation, Intention-to-treat effect, Treatment assignment, Observational data, Prescription, Dispensation

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-563661
https://doi.org/10.1016/j.annepidem.2025.06.003

Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment

Authors: Aknin, Eliel, Larey, Ariel, Caldwell, Julie M., Collins, Margaret H., Rothenberg, Marc E., Savir, Yonatan

Source: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2023 IEEE Conference on. :1-8 Aug, 2023

Relation: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)

Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust

Authors: Babaei, H., Alemohammad, S., Baraniuk, R.G.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 35(4):5014-5026 Apr, 2024

Regression to the mean in regression discontinuity design: bias and sensitivity analysis

Authors: Karmakar Bikram

Source: Journal of Causal Inference, Vol 14, Iss 1, Pp 309-17 (2026)

Subject Terms: regression to the mean, running variable, sharp discontinuity in treatment assignment, threshold, local regression, local treatment effect, 62d20, 92d30, Mathematics, QA1-939, Probabilities. Mathematical statistics, QA273-280

File Description: electronic resource

Relation: https://doaj.org/toc/2193-3685

Access URL: https://doaj.org/article/ba8ad762af634aa0b53e8201420ca3da

Optimal policy learning using Stata

Authors: Cerulli, Giovanni

Source: The Stata Journal: Promoting communications on statistics and Stata. 25:309-343

Subject Terms: Optimal policy learning, Machine learning, Optimal treatment assignment, Ex-ante policy evaluation

Endovascular thrombectomy in patients with acute ischemic stroke and prestroke mRS 3: a multicenter IPTW analysis focused on functional preservation

Authors: Sangwon Choi, Minwoo Lee, Mi Sun Oh, Yerim Kim, Chulho Kim, Hee-Jin Im, Sang-Hwa Lee

Source: Frontiers in Neurology, Vol 17 (2026)

Subject Terms: acute ischemic stroke, endovascular treatment (EVT), intravenous thrombolysis (IVT), inverse probability of treatment assignment weighting (IPTW), large vessel occlusion, prestroke disability, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fneur.2026.1841144/full; https://doaj.org/toc/1664-2295

Access URL: https://doaj.org/article/a154989a59be4d99b3cb92286164d303

The allocation of patients with personality disorders to a suitable treatment approach: The development of a checklist based on patients’ life stories: The development of a checklist based on patients’ life stories

Authors: Pol, Silvia M., Zuidhof, Niek, Sennef, Dennis, Sools, Anneke M., Westerhof, Gerben J.

Source: Bulletin of the Menninger Clinic. 88:239-269

Subject Terms: Adult, Male, cognitive behavior therapy, narrative identity, Patient Selection, Personal Narratives as Topic, Personality Disorders, Dialectical Behavior Therapy, Checklist, treatment assignment, Psychotherapy, life stories, Humans, personality disorders, Female, NLA

Access URL: https://pubmed.ncbi.nlm.nih.gov/39226227
https://research.utwente.nl/en/publications/fef7ba44-5f92-4af9-80ee-214302a470cb
https://doi.org/10.1521/bumc.2024.88.3.239

Distinct PlzC mechanisms integrate chemotaxis and c-di-GMP signaling to regulate Vibrio cholerae motility and biofilm formation

Authors: Park, Jin Hwan, Kennedy, Emily N., Tripathi, Sarvind, Romp, Avery B., Rubin, Seth M., Bourret, Robert B., Yildiz, Fitnat H.

Source: Proceedings of the National Academy of Sciences of the United States of America, 123(2)

Subject Terms: Phase transitions, Full-length 16S rRNA amplicon sequencing, Servicios de Salud Dental, renal replacement therapy, Organic crystals, leptomeningeal carcinomatosis, health services research, Emergency department, SRHR, Xpert® MTB/RIF ultra, aging, Resource-limited, Skeletal muscle, adaptive treatment assignment, Health, Anti-inflammatory activity, Meio Ambiente e Saúde Pública, neural dynamics model, Chronic disease, liver transplantation, prognostic factors, gastric biopsy, preference for dying at home, incidence, Venetoclax, dopamine receptor D2 (DRD2), 675 nm laser, pathogenesis, Youth, group dynamics

Relation: https://cdr.lib.unc.edu/downloads/k0698r282?file=thumbnail; https://cdr.lib.unc.edu/downloads/k0698r282

Availability: https://doi.org/10.17615/t3jb-g473
https://cdr.lib.unc.edu/downloads/k0698r282?file=thumbnail
https://cdr.lib.unc.edu/downloads/k0698r282

Untreated baseline imbalances distort piperacillin/tazobactam versus carbapenem non-inferiority evaluation

Authors: Yaginuma, Taiga^Aff1, Seki, Mizuki^Aff1, Shiraishi, Atsushi^{Aff1, IDs1501002502594w_cor1}

Source: Infection: A Journal of Infectious Diseases. 53(4):1545-1546

The big league effect

Source: Critical Finance Review, 2026, Vol. 15, Issue 1, pp. 37-56.

Access URL: http://www.emeraldinsight.com/doi/10.1108/CFR-11-2022-2480

Inference in cluster randomized trials with matched pairs

Authors: Bai, Yuehao ^a, Liu, Jizhou ^b, Shaikh, Azeem M. ^c, Tabord-Meehan, Max ^{c, ⁎}

Source: In Journal of Econometrics October 2024 245(1-2)

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

Authors: Carlos Fernández-Loría, Foster J. Provost, Jesse Anderton, Benjamin A. Carterette, Praveen Chandar

Source: Information Systems Research. 34:786-803

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 05 social sciences, Econometrics (econ.EM), Machine Learning (stat.ML), Treatment assignment, 01 natural sciences, Treatment effects, Predictive modeling, Machine Learning (cs.LG), Methodology (stat.ME), FOS: Economics and business, Statistics - Machine Learning, 0502 economics and business, 0101 mathematics, Statistics - Methodology, Economics - Econometrics

Access URL: http://arxiv.org/abs/2004.11532

Covariate adjustment in experiments with matched pairs

Authors: Bai, Yuehao ^a, Jiang, Liang ^{b, ⁎}, Romano, Joseph P. ^c, Shaikh, Azeem M. ^d, Zhang, Yichong ^e

Source: In Journal of Econometrics April 2024 241(1)

Identifying and estimating net effects of treatments in sequential casual inference

Authors: Wang, Xiaoqin, 1963-, Author, Yin, Li, Author

Contributors: Wang, Xiaoqin, 1963-, Author, Yin, Li, Author

Source: Electronic Journal of Statistics. 9:1608-1643

Subject Terms: Net effect of treatment, pattern of net effects of treatments, point effect of treatment, constraint on point effects of treatments, treatment assignment condition, sequential causal inference

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-18759
https://doi.org/10.1214/15-EJS1046

Inference under covariate-adaptive randomization with imperfect compliance

Authors: Bugni, Federico A. ^{a, ⁎}, Gao, Mengsi ^b

Source: In Journal of Econometrics November 2023 237(1)

Augmented Weighted Estimators Dealing with Practical Positivity Violation to Causal inferences in a Random Coefficient Model

Authors: Wang, Mary Ying-Fang, Tuss, Paul, Qi, Lihong

Source: Psychometrika. 84(2)

Subject Terms: 49 Mathematical Sciences (for-2020), 4905 Statistics (for-2020), Algorithms (mesh), Humans (mesh), Models, Statistical (mesh), Probability (mesh), Psychometrics (mesh), experimental treatment assignment assumption, common support, endogeneity, hierarchical linear model, multilevel model, value added analysis, Humans (mesh), Models, Statistical (mesh), Probability (mesh), Psychometrics (mesh), Algorithms (mesh), common support, endogeneity, experimental treatment assignment assumption, hierarchical linear model, multilevel model, value added analysis, Algorithms (mesh), Humans (mesh), Models, Statistical (mesh), Probability (mesh), Psychometrics (mesh), 0102 Applied Mathematics (for), 1701 Psychology (for), Social Sciences Methods (science-metrix), 4905 Statistics (for-2020), 5201 Applied and developmental psychology (for-2020), 5205 Social and personality psychology (for-2020)

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/21m8x39g
https://escholarship.org/content/qt21m8x39g/qt21m8x39g.pdf

A randomized, double-blind, Phase 1, single- and multiple-dose placebo-controlled study of the safety and pharmacokinetics of IN-006, an inhaled antibody treatment for COVID-19 in healthy volunteers

Authors: Moench, Thomas R, Botta, Lakshmi, Farrer, Brian, Lickliter, Jason D, Kang, Hyunah, Park, Yoona, Kim, Cheolmin, Hoke, Marshall, Brennan, Miles, McSweeney, Morgan D, Richardson, Zachary, Whelan, John B, Cho, Jong Moon, Lee, Soo Young, Faurot, Frances, Hutchins, Jeff, Lai, Samuel K

Source: eBioMedicine, 113

Subject Terms: Development Command, outcomes, handheld nebulizer, development, severity, route, mAb, fluid, multiple dose cohorts, final dose, days, delivery, staff, safety, inhalation delivery, average, blinded to treatment assignment, handheld, tolerance, antibody treatment, systemic dose, mean serum levels, treatment, concentration, discontinuation, dose, study drug, Melbourne, antibodies, placebo randomization

Relation: https://cdr.lib.unc.edu/downloads/zk51vz350?file=thumbnail; https://cdr.lib.unc.edu/downloads/zk51vz350

Availability: https://doi.org/10.17615/y9e3-y028
https://cdr.lib.unc.edu/downloads/zk51vz350?file=thumbnail
https://cdr.lib.unc.edu/downloads/zk51vz350

Identification of in-sample positivity violations using regression trees: The PoRT algorithm

Authors: Danelian Gabriel, Foucher Yohann, Léger Maxime, Le Borgne Florent, Chatton Arthur

Source: Journal of Causal Inference, Vol 11, Iss 1, Pp 644-54 (2023)

Subject Terms: causal inference, common support, decision tree, experimental treatment assignment, identifiability, target population, 62-04, 68w40, 92c60, Mathematics, QA1-939, Probabilities. Mathematical statistics, QA273-280

File Description: electronic resource

Relation: https://doaj.org/toc/2193-3685

Access URL: https://doaj.org/article/9938a991fedd455092e5916eeb11e38e

Treatment choice, mean square regret and partial identification

Authors: Kitagawa, Toru^{Aff1, Aff4}, Lee, Sokbae^Aff2, Qiu, Chen^{Aff3, IDs42973023001443_cor3}

Source: The Japanese Economic Review. 74(4):573-602