Athey, Susan; Imbens, Guido W.; Metzger, Jonas; Munro, Evan Using Wasserstein generative adversarial networks for the design of Monte Carlo simulations. (English) Zbl 07822333 J. Econom. 240, No. 2, Article ID 105076, 21 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{S. Athey} et al., J. Econom. 240, No. 2, Article ID 105076, 21 p. (2024; Zbl 07822333) Full Text: DOI arXiv
Wu, Xiao; Mealli, Fabrizia; Kioumourtzoglou, Marianthi-Anna; Dominici, Francesca; Braun, Danielle Matching on generalized propensity scores with continuous exposures. (English) Zbl 07820418 J. Am. Stat. Assoc. 119, No. 545, 757-772 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wu} et al., J. Am. Stat. Assoc. 119, No. 545, 757--772 (2024; Zbl 07820418) Full Text: DOI arXiv
Yin, Mingzhang; Shi, Claudia; Wang, Yixin; Blei, David M. Conformal sensitivity analysis for individual treatment effects. (English) Zbl 07820370 J. Am. Stat. Assoc. 119, No. 545, 122-135 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Yin} et al., J. Am. Stat. Assoc. 119, No. 545, 122--135 (2024; Zbl 07820370) Full Text: DOI arXiv
Chen, Xiaohong; Liu, Ying; Ma, Shujie; Zhang, Zheng Causal inference of general treatment effects using neural networks with a diverging number of confounders. (English) Zbl 07803932 J. Econom. 238, No. 1, Article ID 105555, 27 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{X. Chen} et al., J. Econom. 238, No. 1, Article ID 105555, 27 p. (2024; Zbl 07803932) Full Text: DOI arXiv
Daniel, Schalk; Bernd, Bischl; David, Rügamer Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models. (English) Zbl 07800668 Stat. Comput. 34, No. 1, Paper No. 31, 13 p. (2024). MSC: 62-08 62J12 PDFBibTeX XMLCite \textit{S. Daniel} et al., Stat. Comput. 34, No. 1, Paper No. 31, 13 p. (2024; Zbl 07800668) Full Text: DOI OA License
Wu, Peng; Tan, Zhiqiang; Hu, Wenjie; Zhou, Xiao-Hua Model-assisted inference for covariate-specific treatment effects with high-dimensional data. (English) Zbl 07796638 Stat. Sin. 34, No. 1, 459-479 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Wu} et al., Stat. Sin. 34, No. 1, 459--479 (2024; Zbl 07796638) Full Text: DOI arXiv
Harada, Kazuharu; Fujisawa, Hironori Outlier-resistant estimators for average treatment effect in causal inference. (English) Zbl 07796624 Stat. Sin. 34, No. 1, 133-155 (2024). MSC: 62D20 62D10 62F35 PDFBibTeX XMLCite \textit{K. Harada} and \textit{H. Fujisawa}, Stat. Sin. 34, No. 1, 133--155 (2024; Zbl 07796624) Full Text: DOI arXiv
Li, Li; Shi, Pengfei; Fan, Qingliang; Zhong, Wei Causal effect estimation with censored outcome and covariate selection. (English) Zbl 07777829 Stat. Probab. Lett. 204, Article ID 109933, 6 p. (2024). MSC: 62P10 62N02 62P20 62G05 PDFBibTeX XMLCite \textit{L. Li} et al., Stat. Probab. Lett. 204, Article ID 109933, 6 p. (2024; Zbl 07777829) Full Text: DOI
Guha, Sharmistha; Reiter, Jerome P. Regression-assisted Bayesian record linkage for causal inference in observational studies with covariates spread over two files. (English) Zbl 07750932 J. Stat. Plann. Inference 229, Article ID 106090, 13 p. (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Guha} and \textit{J. P. Reiter}, J. Stat. Plann. Inference 229, Article ID 106090, 13 p. (2024; Zbl 07750932) Full Text: DOI
Schölkopf, Bernhard; von Kügelgen, Julius From statistical to causal learning. (English) Zbl 07822604 Beliaev, Dmitry (ed.) et al., International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6–14, 2022. Volume 7. Sections 15–20. Berlin: European Mathematical Society (EMS). 5540-5593 (2023). MSC: 68T05 68Q32 62F86 62G86 PDFBibTeX XMLCite \textit{B. Schölkopf} and \textit{J. von Kügelgen}, in: International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6--14, 2022. Volume 7. Sections 15--20. Berlin: European Mathematical Society (EMS). 5540--5593 (2023; Zbl 07822604) Full Text: DOI arXiv OA License
Ma, Huijuan; Qin, Jing; Zhou, Yong From conditional quantile regression to marginal quantile estimation with applications to missing data and causal inference. (English) Zbl 07813822 J. Bus. Econ. Stat. 41, No. 4, 1377-1390 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{H. Ma} et al., J. Bus. Econ. Stat. 41, No. 4, 1377--1390 (2023; Zbl 07813822) Full Text: DOI
Matsushita, Yukitoshi; Otsu, Taisuke; Takahata, Keisuke Estimating density ratio of marginals to joint: applications to causal inference. (English) Zbl 07813296 J. Bus. Econ. Stat. 41, No. 2, 467-481 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{Y. Matsushita} et al., J. Bus. Econ. Stat. 41, No. 2, 467--481 (2023; Zbl 07813296) Full Text: DOI OA License
Li, Wei; Luo, Shanshan; He, Yangbo; Geng, Zhi Subgroup analysis using Bernoulli-gated hierarchical mixtures of experts models. (English) Zbl 07812848 Stat. Med. 42, No. 26, 4681-4695 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{W. Li} et al., Stat. Med. 42, No. 26, 4681--4695 (2023; Zbl 07812848) Full Text: DOI
Xiong, Ruoxuan; Koenecke, Allison; Powell, Michael; Shen, Zhu; Vogelstein, Joshua T.; Athey, Susan Federated causal inference in heterogeneous observational data. (English) Zbl 07812830 Stat. Med. 42, No. 24, 4418-4439 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{R. Xiong} et al., Stat. Med. 42, No. 24, 4418--4439 (2023; Zbl 07812830) Full Text: DOI arXiv
Stephens, David A.; Nobre, Widemberg S.; Moodie, Erica E. M.; Schmidt, Alexandra M. [Hahn, P. Richard; Herren, Andrew; Avalos-Pacheco, Alejandra; Ballerini, Veronica; Pedone, Matteo; Müller, Peter; Bartolucci, Francesco; Peluso, Stefano; Mira, Antonietta] Causal inference under mis-specification: adjustment based on the propensity score (with discussion). (English) Zbl 07810194 Bayesian Anal. 18, No. 2, 639-694 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{D. A. Stephens} et al., Bayesian Anal. 18, No. 2, 639--694 (2023; Zbl 07810194) Full Text: DOI arXiv Link
Conti, Pier Luigi; De Giovanni, Livia Testing for the presence of treatment effect under selection on observables. (English) Zbl 07807647 AStA, Adv. Stat. Anal. 107, No. 4, 641-669 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{P. L. Conti} and \textit{L. De Giovanni}, AStA, Adv. Stat. Anal. 107, No. 4, 641--669 (2023; Zbl 07807647) Full Text: DOI OA License
Wang, Jun; Gao, Wei; Tang, Man-lai; Liu, Changbiao Estimating treatment effects in the presence of unobserved confounders. (English) Zbl 07792933 Commun. Stat., Simulation Comput. 52, No. 10, 4685-4704 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Wang} et al., Commun. Stat., Simulation Comput. 52, No. 10, 4685--4704 (2023; Zbl 07792933) Full Text: DOI
Saarela, Olli; Stephens, David A.; Moodie, Erica E. M. The role of exchangeability in causal inference. (English) Zbl 07792872 Stat. Sci. 38, No. 3, 369-385 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Saarela} et al., Stat. Sci. 38, No. 3, 369--385 (2023; Zbl 07792872) Full Text: DOI arXiv Link
Lai, Zheng-Hao; Wu, Jyh-Lin Evaluating the treatment effect of hard pegs: new wine in old bottles. (English) Zbl 07789614 Open Econ. Rev. 34, No. 4, 813-830 (2023). MSC: 91B64 PDFBibTeX XMLCite \textit{Z.-H. Lai} and \textit{J.-L. Wu}, Open Econ. Rev. 34, No. 4, 813--830 (2023; Zbl 07789614) Full Text: DOI
Humphrey, Colman; Gross, Ryan; Small, Dylan S.; Jensen, Shane T. Using predictability to improve matching of urban locations in Philadelphia. (English) Zbl 07789399 Ann. Appl. Stat. 17, No. 3, 2659-2679 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{C. Humphrey} et al., Ann. Appl. Stat. 17, No. 3, 2659--2679 (2023; Zbl 07789399) Full Text: DOI
Dong, Larry; Moodie, Erica E. M.; Villain, Laura; Thiébaut, Rodolphe Evaluating the use of generalized dynamic weighted ordinary least squares for individualized HIV treatment strategies. (English) Zbl 07789388 Ann. Appl. Stat. 17, No. 3, 2432-2451 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{L. Dong} et al., Ann. Appl. Stat. 17, No. 3, 2432--2451 (2023; Zbl 07789388) Full Text: DOI arXiv
Thomas, Laine E.; Thomas, Steven M.; Li, Fan; Matsouaka, Roland A. Addressing substantial covariate imbalance with propensity score stratification and balancing weights: connections and recommendations. (English) Zbl 07787088 Epidemiol. Methods 12, No. 1, Article ID 20220131, 13 p. (2023). MSC: 62P05 PDFBibTeX XMLCite \textit{L. E. Thomas} et al., Epidemiol. Methods 12, No. 1, Article ID 20220131, 13 p. (2023; Zbl 07787088) Full Text: DOI
Zhou, Yu; Wang, Lan; Song, Rui; Zhao, Tuoyi Transformation-invariant learning of optimal individualized decision rules with time-to-event outcomes. (English) Zbl 07784934 J. Am. Stat. Assoc. 118, No. 544, 2632-2644 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhou} et al., J. Am. Stat. Assoc. 118, No. 544, 2632--2644 (2023; Zbl 07784934) Full Text: DOI arXiv
Chandra, Noirrit Kiran; Sarkar, Abhra; de Groot, John F.; Yuan, Ying; Müller, Peter Bayesian nonparametric common atoms regression for generating synthetic controls in clinical trials. (English) Zbl 07784909 J. Am. Stat. Assoc. 118, No. 544, 2301-2314 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{N. K. Chandra} et al., J. Am. Stat. Assoc. 118, No. 544, 2301--2314 (2023; Zbl 07784909) Full Text: DOI arXiv
Liu, Yang; Hu, Feifang The impacts of unobserved covariates on covariate-adaptive randomized experiments. (English) Zbl 07783525 Ann. Stat. 51, No. 5, 1895-1920 (2023). MSC: 62G99 62L05 62F03 60G42 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{F. Hu}, Ann. Stat. 51, No. 5, 1895--1920 (2023; Zbl 07783525) Full Text: DOI Link
Mitra, Robin A latent class model to multiply impute missing treatment indicators in observational studies when inferences of the treatment effect are made using propensity score matching. (English) Zbl 1528.62073 Biom. J. 65, No. 3, Article ID 2100284, 17 p. (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{R. Mitra}, Biom. J. 65, No. 3, Article ID 2100284, 17 p. (2023; Zbl 1528.62073) Full Text: DOI OA License
Zhang, Shixiao; Han, Peisong; Wu, Changbao Calibration techniques encompassing survey sampling, missing data analysis and causal inference. (English) Zbl 07779064 Int. Stat. Rev. 91, No. 2, 165-192 (2023). MSC: 62Gxx 62Dxx 62Pxx PDFBibTeX XMLCite \textit{S. Zhang} et al., Int. Stat. Rev. 91, No. 2, 165--192 (2023; Zbl 07779064) Full Text: DOI
Liu, Zhan; Zheng, Junbo; Tu, Chaofeng; Pan, Yingli Estimation for volunteer web survey samples using a model-averaging approach. (English) Zbl 07778559 J. Appl. Stat. 50, No. 16, 3251-3271 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Liu} et al., J. Appl. Stat. 50, No. 16, 3251--3271 (2023; Zbl 07778559) Full Text: DOI
Grossi, Giulio The policy is always greener: impact heterogeneity of Covid-19 vaccination lotteries in the US. (English) Zbl 07778002 Stat. Methods Appl. 32, No. 4, 1351-1375 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Grossi}, Stat. Methods Appl. 32, No. 4, 1351--1375 (2023; Zbl 07778002) Full Text: DOI arXiv OA License
Giovanis, Eleftherios; Ozdamar, Oznur Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings. (English) Zbl 07777992 Stat. Methods Appl. 32, No. 4, 1083-1121 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Giovanis} and \textit{O. Ozdamar}, Stat. Methods Appl. 32, No. 4, 1083--1121 (2023; Zbl 07777992) Full Text: DOI
Collier, Zachary K.; Leite, Walter L.; Zhang, Haobai Estimating propensity scores using neural networks and traditional methods: a comparative simulation study. (English) Zbl 07773980 Commun. Stat., Simulation Comput. 52, No. 9, 4545-4560 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. K. Collier} et al., Commun. Stat., Simulation Comput. 52, No. 9, 4545--4560 (2023; Zbl 07773980) Full Text: DOI
Koh, Woon Yuen; Tu, Chunhao A hybrid generalized propensity score approach for observational studies. (English) Zbl 07773975 Commun. Stat., Simulation Comput. 52, No. 9, 4459-4468 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Y. Koh} and \textit{C. Tu}, Commun. Stat., Simulation Comput. 52, No. 9, 4459--4468 (2023; Zbl 07773975) Full Text: DOI
Zeng, Shuxi; Li, Fan; Hu, Liangyuan; Li, Fan Propensity score weighting analysis of survival outcomes using pseudo-observations. (English) Zbl 07769938 Stat. Sin. 33, No. 3, 2161-2184 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Zeng} et al., Stat. Sin. 33, No. 3, 2161--2184 (2023; Zbl 07769938) Full Text: DOI arXiv
Wang, Yixin; Zubizarreta, Jose R. Large sample properties of matching for balance. (English) Zbl 07769922 Stat. Sin. 33, No. 3, 1789-1808 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Wang} and \textit{J. R. Zubizarreta}, Stat. Sin. 33, No. 3, 1789--1808 (2023; Zbl 07769922) Full Text: DOI arXiv
Chen, Jiafeng; Ritzwoller, David M. Semiparametric estimation of long-term treatment effects. (English) Zbl 07767746 J. Econom. 237, No. 2, Part A, Article ID 105545, 18 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{J. Chen} and \textit{D. M. Ritzwoller}, J. Econom. 237, No. 2, Part A, Article ID 105545, 18 p. (2023; Zbl 07767746) Full Text: DOI arXiv
Alarcón-Bustamante, Eduardo; Varas, Inés M.; San Martín, Ernesto On the impact of missing outcomes in linear regression. (English) Zbl 1527.62050 Chil. J. Stat. 14, No. 1, 26-36 (2023). MSC: 62J05 62D10 PDFBibTeX XMLCite \textit{E. Alarcón-Bustamante} et al., Chil. J. Stat. 14, No. 1, 26--36 (2023; Zbl 1527.62050) Full Text: DOI
Kalbfleisch, John D.; Xu, Zhenzhen Rerandomization and optimal matching. (English. French summary) Zbl 07759561 Can. J. Stat. 51, No. 3, 897-913 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. D. Kalbfleisch} and \textit{Z. Xu}, Can. J. Stat. 51, No. 3, 897--913 (2023; Zbl 07759561) Full Text: DOI OA License
Dai, Maozhu; Shen, Weining; Stern, Hal S. Nonparametric tests for treatment effect heterogeneity in observational studies. (English. French summary) Zbl 07759543 Can. J. Stat. 51, No. 2, 531-558 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Dai} et al., Can. J. Stat. 51, No. 2, 531--558 (2023; Zbl 07759543) Full Text: DOI arXiv
Pashley, Nicole E.; Bind, Marie-Abèle C. Causal inference for multiple treatments using fractional factorial designs. (English. French summary) Zbl 07759540 Can. J. Stat. 51, No. 2, 444-468 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{N. E. Pashley} and \textit{M.-A. C. Bind}, Can. J. Stat. 51, No. 2, 444--468 (2023; Zbl 07759540) Full Text: DOI arXiv
Bian, Zeyu; Moodie, Erica E. M.; Shortreed, Susan M.; Bhatnagar, Sahir Variable selection in regression-based estimation of dynamic treatment regimes. (English) Zbl 1522.62105 Biometrics 79, No. 2, 988-999 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{Z. Bian} et al., Biometrics 79, No. 2, 988--999 (2023; Zbl 1522.62105) Full Text: DOI arXiv
Tang, Dingke; Kong, Dehan; Pan, Wenliang; Wang, Linbo Ultra-high dimensional variable selection for doubly robust causal inference. (English) Zbl 1522.62235 Biometrics 79, No. 2, 903-914 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Tang} et al., Biometrics 79, No. 2, 903--914 (2023; Zbl 1522.62235) Full Text: DOI arXiv
Yu, Ruoqi How well can fine balance work for covariate balancing. (English) Zbl 1522.62283 Biometrics 79, No. 3, 2346-2356 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{R. Yu}, Biometrics 79, No. 3, 2346--2356 (2023; Zbl 1522.62283) Full Text: DOI
Giffin, A.; Reich, B. J.; Yang, S.; Rappold, A. G. Generalized propensity score approach to causal inference with spatial interference. (English) Zbl 1522.62136 Biometrics 79, No. 3, 2220-2231 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Giffin} et al., Biometrics 79, No. 3, 2220--2231 (2023; Zbl 1522.62136) Full Text: DOI arXiv OA License
Wei, Waverly; Petersen, Maya; van der Laan, Mark J.; Zheng, Zeyu; Wu, Chong; Wang, Jingshen Efficient targeted learning of heterogeneous treatment effects for multiple subgroups. (English) Zbl 1522.62259 Biometrics 79, No. 3, 1934-1946 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{W. Wei} et al., Biometrics 79, No. 3, 1934--1946 (2023; Zbl 1522.62259) Full Text: DOI arXiv
Wei, Kecheng; Qin, Guoyou; Zhang, Jiajia; Sui, Xuemei Multiply robust estimation of the average treatment effect with missing outcomes. (English) Zbl 07739815 J. Stat. Comput. Simulation 93, No. 10, 1479-1495 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Wei} et al., J. Stat. Comput. Simulation 93, No. 10, 1479--1495 (2023; Zbl 07739815) Full Text: DOI
Foster, Dylan J.; Syrgkanis, Vasilis Orthogonal statistical learning. (English) Zbl 07732733 Ann. Stat. 51, No. 3, 879-908 (2023). MSC: 62G08 62C20 62D20 PDFBibTeX XMLCite \textit{D. J. Foster} and \textit{V. Syrgkanis}, Ann. Stat. 51, No. 3, 879--908 (2023; Zbl 07732733) Full Text: DOI arXiv Link
Roy, Sudeepa; Salimi, Babak Causal inference in data analysis with applications to fairness and explanations. (English) Zbl 07729283 Bertossi, Leopoldo (ed.) et al., Reasoning web. Causality, explanations and declarative knowledge. 18th international summer school 2022, Berlin, Germany, September 27–30, 2022. Tutorial lectures. Cham: Springer. Lect. Notes Comput. Sci. 13759, 105-131 (2023). MSC: 68T05 62D20 PDFBibTeX XMLCite \textit{S. Roy} and \textit{B. Salimi}, Lect. Notes Comput. Sci. 13759, 105--131 (2023; Zbl 07729283) Full Text: DOI
Yoneyama, Shintaro; Minami, Mihoko Treatment effects estimation with missing not at random data without outcome modeling. (English) Zbl 1517.62060 J. Stat. Theory Pract. 17, No. 3, Paper No. 41, 32 p. (2023). MSC: 62G05 62-01 62D05 62G08 62G35 PDFBibTeX XMLCite \textit{S. Yoneyama} and \textit{M. Minami}, J. Stat. Theory Pract. 17, No. 3, Paper No. 41, 32 p. (2023; Zbl 1517.62060) Full Text: DOI
Gao, Chenyin; Yang, Shu Pretest estimation in combining probability and non-probability samples. (English) Zbl 07725162 Electron. J. Stat. 17, No. 1, 1492-1546 (2023). MSC: 62D05 62E20 62F03 62F35 PDFBibTeX XMLCite \textit{C. Gao} and \textit{S. Yang}, Electron. J. Stat. 17, No. 1, 1492--1546 (2023; Zbl 07725162) Full Text: DOI arXiv Link
Chikahara, Yoichi; Sakaue, Shinsaku; Fujino, Akinori; Kashima, Hisashi Making individually fair predictions with causal pathways. (English) Zbl 07724974 Data Min. Knowl. Discov. 37, No. 4, 1327-1373 (2023). MSC: 68T37 68T05 62D20 62H30 62R07 PDFBibTeX XMLCite \textit{Y. Chikahara} et al., Data Min. Knowl. Discov. 37, No. 4, 1327--1373 (2023; Zbl 07724974) Full Text: DOI
Chen, Juan; Zhou, Yingchun A new covariate selection strategy for high dimensional data in causal effect estimation with multivariate treatments. (English) Zbl 07723946 J. Multivariate Anal. 197, Article ID 105207, 17 p. (2023). MSC: 62Hxx 62D20 PDFBibTeX XMLCite \textit{J. Chen} and \textit{Y. Zhou}, J. Multivariate Anal. 197, Article ID 105207, 17 p. (2023; Zbl 07723946) Full Text: DOI arXiv
Noh, Sungho Nonparametric identification and estimation of heterogeneous causal effects under conditional independence. (English) Zbl 07716500 Econom. Rev. 42, No. 3, 307-341 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{S. Noh}, Econom. Rev. 42, No. 3, 307--341 (2023; Zbl 07716500) Full Text: DOI
Agboola, Oluwagbenga David; Yu, Han Neighborhood-based cross fitting approach to treatment effects with high-dimensional data. (English) Zbl 07711801 Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{O. D. Agboola} and \textit{H. Yu}, Comput. Stat. Data Anal. 186, Article ID 107780, 35 p. (2023; Zbl 07711801) Full Text: DOI
Ranjbar, Setareh; Salvati, Nicola; Pacini, Barbara Estimating heterogeneous causal effects in observational studies using small area predictors. (English) Zbl 07711778 Comput. Stat. Data Anal. 184, Article ID 107742, 17 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Ranjbar} et al., Comput. Stat. Data Anal. 184, Article ID 107742, 17 p. (2023; Zbl 07711778) Full Text: DOI
Li, Fan; Hong, Hwanhee; Stuart, Elizabeth A. A note on semiparametric efficient generalization of causal effects from randomized trials to target populations. (English) Zbl 07711342 Commun. Stat., Theory Methods 52, No. 16, 5767-5798 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Li} et al., Commun. Stat., Theory Methods 52, No. 16, 5767--5798 (2023; Zbl 07711342) Full Text: DOI
Luo, Lin; Zhao, Hui A new approach to regression analysis of linear transformation model with interval-censored data. (English) Zbl 07711326 Commun. Stat., Theory Methods 52, No. 15, 5470-5482 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Luo} and \textit{H. Zhao}, Commun. Stat., Theory Methods 52, No. 15, 5470--5482 (2023; Zbl 07711326) Full Text: DOI
Cao, Yongxiu; Yu, Jichang Adjusting for unmeasured confounding in survival causal effect using validation data. (English) Zbl 07708614 Comput. Stat. Data Anal. 180, Article ID 107660, 13 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. Cao} and \textit{J. Yu}, Comput. Stat. Data Anal. 180, Article ID 107660, 13 p. (2023; Zbl 07708614) Full Text: DOI
Zhang, B.; Small, D. S.; Lasater, K. B.; McHugh, M.; Silber, J. H.; Rosenbaum, P. R. Matching one sample according to two criteria in observational studies. (English) Zbl 07707229 J. Am. Stat. Assoc. 118, No. 542, 1140-1151 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Zhang} et al., J. Am. Stat. Assoc. 118, No. 542, 1140--1151 (2023; Zbl 07707229) Full Text: DOI
Kulasekera, K. B.; Tholkage, Sudaraka; Kong, Maiying Personalized treatment selection using observational data. (English) Zbl 07706335 J. Appl. Stat. 50, No. 5, 1115-1127 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{K. B. Kulasekera} et al., J. Appl. Stat. 50, No. 5, 1115--1127 (2023; Zbl 07706335) Full Text: DOI
Bang, Minji; Gao, Wayne Yuan; Postlewaite, Andrew; Sieg, Holger Using monotonicity restrictions to identify models with partially latent covariates. (English) Zbl 07704477 J. Econom. 235, No. 2, 892-921 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{M. Bang} et al., J. Econom. 235, No. 2, 892--921 (2023; Zbl 07704477) Full Text: DOI arXiv
Fan, Yanqin; Shi, Xuetao; Tao, Jing Partial identification and inference in moment models with incomplete data. (English) Zbl 07704458 J. Econom. 235, No. 2, 418-443 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{Y. Fan} et al., J. Econom. 235, No. 2, 418--443 (2023; Zbl 07704458) Full Text: DOI
Aikens, Rachael C.; Baiocchi, Michael Assignment-control plots: a visual companion for causal inference study design. (English) Zbl 07699835 Am. Stat. 77, No. 1, 72-84 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. C. Aikens} and \textit{M. Baiocchi}, Am. Stat. 77, No. 1, 72--84 (2023; Zbl 07699835) Full Text: DOI arXiv
Luo, Yu; Graham, Daniel J.; McCoy, Emma J. Semiparametric Bayesian doubly robust causal estimation. (English) Zbl 1512.62023 J. Stat. Plann. Inference 225, 171-187 (2023). MSC: 62D20 62F15 62G05 PDFBibTeX XMLCite \textit{Y. Luo} et al., J. Stat. Plann. Inference 225, 171--187 (2023; Zbl 1512.62023) Full Text: DOI
Zhou, Mi; Yao, Weixin Sensitivity analysis of unmeasured confounding in causal inference based on exponential tilting and super learner. (English) Zbl 07697901 J. Appl. Stat. 50, No. 3, 744-760 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Zhou} and \textit{W. Yao}, J. Appl. Stat. 50, No. 3, 744--760 (2023; Zbl 07697901) Full Text: DOI
Li, Yu-ling; Wang, Jun Estimation of treatment effects in nonlinear models with unobserved confounding. (English) Zbl 07685068 Acta Math. Appl. Sin., Engl. Ser. 39, No. 2, 320-336 (2023). MSC: 62E20 62F10 PDFBibTeX XMLCite \textit{Y.-l. Li} and \textit{J. Wang}, Acta Math. Appl. Sin., Engl. Ser. 39, No. 2, 320--336 (2023; Zbl 07685068) Full Text: DOI
Xiong, Ruoxuan; Pelger, Markus Large dimensional latent factor modeling with missing observations and applications to causal inference. (English) Zbl 07659421 J. Econom. 233, No. 1, 271-301 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{R. Xiong} and \textit{M. Pelger}, J. Econom. 233, No. 1, 271--301 (2023; Zbl 07659421) Full Text: DOI arXiv
Díaz, Juan D.; Zubizarreta, José R. Complex discontinuity designs using covariates: impact of school grade retention on later life outcomes in Chile. (English) Zbl 07656967 Ann. Appl. Stat. 17, No. 1, 67-88 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{J. D. Díaz} and \textit{J. R. Zubizarreta}, Ann. Appl. Stat. 17, No. 1, 67--88 (2023; Zbl 07656967) Full Text: DOI arXiv
Li, Xinran; Small, Dylan S. Randomization-based test for censored outcomes: a new look at the logrank test. (English) Zbl 07654779 Stat. Sci. 38, No. 1, 92-107 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Li} and \textit{D. S. Small}, Stat. Sci. 38, No. 1, 92--107 (2023; Zbl 07654779) Full Text: DOI arXiv Link
Shah, Rajen D.; Bühlmann, Peter Double-estimation-friendly inference for high-dimensional misspecified models. (English) Zbl 07654778 Stat. Sci. 38, No. 1, 68-91 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. D. Shah} and \textit{P. Bühlmann}, Stat. Sci. 38, No. 1, 68--91 (2023; Zbl 07654778) Full Text: DOI arXiv Link
Nguyen, Trang Quynh; Ogburn, Elizabeth L.; Schmid, Ian; Sarker, Elizabeth B.; Greifer, Noah; Koning, Ina M.; Stuart, Elizabeth A. Causal mediation analysis: from simple to more robust strategies for estimation of marginal natural (in)direct effects. (English) Zbl 07649352 Stat. Surv. 17, 1-41 (2023). MSC: 62D20 PDFBibTeX XMLCite \textit{T. Q. Nguyen} et al., Stat. Surv. 17, 1--41 (2023; Zbl 07649352) Full Text: DOI arXiv Link
Corredera, Alberto; Ruiz, Carlos Prescriptive selection of machine learning hyperparameters with applications in power markets: retailer’s optimal trading. (English) Zbl 07633839 Eur. J. Oper. Res. 306, No. 1, 370-388 (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{A. Corredera} and \textit{C. Ruiz}, Eur. J. Oper. Res. 306, No. 1, 370--388 (2023; Zbl 07633839) Full Text: DOI
Verbeke, Wouter; Olaya, Diego; Guerry, Marie-Anne; Van Belle, Jente To do or not to do? Cost-sensitive causal classification with individual treatment effect estimates. (English) Zbl 07619288 Eur. J. Oper. Res. 305, No. 2, 838-852 (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{W. Verbeke} et al., Eur. J. Oper. Res. 305, No. 2, 838--852 (2023; Zbl 07619288) Full Text: DOI
Choi, Jin-young; Lee, Myoung-jae Overlap weight and propensity score residual for heterogeneous effects: a review with extensions. (English) Zbl 07594036 J. Stat. Plann. Inference 222, 22-37 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J.-y. Choi} and \textit{M.-j. Lee}, J. Stat. Plann. Inference 222, 22--37 (2023; Zbl 07594036) Full Text: DOI
Cousineau, Martin; Verter, Vedat; Murphy, Susan A.; Pineau, Joelle Estimating causal effects with optimization-based methods: a review and empirical comparison. (English) Zbl 1524.62525 Eur. J. Oper. Res. 304, No. 2, 367-380 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Cousineau} et al., Eur. J. Oper. Res. 304, No. 2, 367--380 (2023; Zbl 1524.62525) Full Text: DOI arXiv
Cao, Yong Xiu; Yu, Ji Chang Estimation of average treatment effect with case-cohort design. (Chinese. English summary) Zbl 07821980 Acta Math. Sin., Chin. Ser. 65, No. 4, 751-762 (2022). MSC: 62N03 62N01 PDFBibTeX XMLCite \textit{Y. X. Cao} and \textit{J. C. Yu}, Acta Math. Sin., Chin. Ser. 65, No. 4, 751--762 (2022; Zbl 07821980) Full Text: DOI
Rubin, Donald B. Comment on: “Sage statisticians in social sciences: impact of Rubin’s work”. (English) Zbl 07813102 J. Indian Inst. Sci. 102, No. 4, 1287-1289 (2022). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{D. B. Rubin}, J. Indian Inst. Sci. 102, No. 4, 1287--1289 (2022; Zbl 07813102) Full Text: DOI
Guha, Sharmistha; Reiter, Jerome P.; Mercatanti, Andrea Bayesian causal inference with bipartite record linkage. (English) Zbl 07810152 Bayesian Anal. 17, No. 4, 1275-1299 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Guha} et al., Bayesian Anal. 17, No. 4, 1275--1299 (2022; Zbl 07810152) Full Text: DOI arXiv Link
Léger, Maxime; Chatton, Arthur; Le Borgne, Florent; Pirracchio, Romain; Lasocki, Sigismond; Foucher, Yohann Causal inference in case of near-violation of positivity: comparison of methods. (English) Zbl 1523.62147 Biom. J. 64, No. 8, 1389-1403 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Léger} et al., Biom. J. 64, No. 8, 1389--1403 (2022; Zbl 1523.62147) Full Text: DOI
Erdmann, Stella; Biddle, Louise; Kieser, Meinhard; Bozorgmehr, Kayvan Using independent cross-sectional survey data to predict post-migration health trajectories among refugees by estimating transition probabilities and their variances. (English) Zbl 1523.62111 Biom. J. 64, No. 5, 964-983 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Erdmann} et al., Biom. J. 64, No. 5, 964--983 (2022; Zbl 1523.62111) Full Text: DOI OA License
Garès, Valérie; Chauvet, Guillaume; Hajage, David Variance estimators for weighted and stratified linear dose-response function estimators using generalized propensity score. (English) Zbl 1523.62117 Biom. J. 64, No. 1, 33-56 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{V. Garès} et al., Biom. J. 64, No. 1, 33--56 (2022; Zbl 1523.62117) Full Text: DOI
Wang, Lingxiao; Graubard, Barry I.; Katki, Hormuzd A.; Li, Yan Efficient and robust propensity-score-based methods for population inference using epidemiologic cohorts. (English) Zbl 07777982 Int. Stat. Rev. 90, No. 1, 146-164 (2022). MSC: 62Pxx 62Dxx 62Jxx PDFBibTeX XMLCite \textit{L. Wang} et al., Int. Stat. Rev. 90, No. 1, 146--164 (2022; Zbl 07777982) Full Text: DOI arXiv
Moodie, Erica E. M.; Stephens, David A. Causal inference: critical developments, past and future. (English. French summary) Zbl 07759511 Can. J. Stat. 50, No. 4, 1299-1320 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{E. E. M. Moodie} and \textit{D. A. Stephens}, Can. J. Stat. 50, No. 4, 1299--1320 (2022; Zbl 07759511) Full Text: DOI arXiv
Diao, Liqun; Cook, Richard J. Nested doubly robust estimating equations for causal analysis with an incomplete effect modifier. (English. French summary) Zbl 07759485 Can. J. Stat. 50, No. 3, 776-794 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Diao} and \textit{R. J. Cook}, Can. J. Stat. 50, No. 3, 776--794 (2022; Zbl 07759485) Full Text: DOI
Zhang, Bo; Heng, Siyu; MacKay, Emily J.; Ye, Ting Bridging preference-based instrumental variable studies and cluster-randomized encouragement experiments: study design, noncompliance, and average cluster effect ratio. (English) Zbl 1520.62395 Biometrics 78, No. 4, 1639-1650 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{B. Zhang} et al., Biometrics 78, No. 4, 1639--1650 (2022; Zbl 1520.62395) Full Text: DOI arXiv
Vakulenko-Lagun, Bella; Qian, Jing; Chiou, Sy Han; Wang, Nancy; Betensky, Rebecca A. Nonparametric estimation of the survival distribution under covariate-induced dependent truncation. (English) Zbl 1520.62348 Biometrics 78, No. 4, 1390-1401 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{B. Vakulenko-Lagun} et al., Biometrics 78, No. 4, 1390--1401 (2022; Zbl 1520.62348) Full Text: DOI
Liao, Jiangang; Rohde, Charles Variance reduction in the inverse probability weighted estimators for the average treatment effect using the propensity score. (English) Zbl 1520.62259 Biometrics 78, No. 2, 660-667 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Liao} and \textit{C. Rohde}, Biometrics 78, No. 2, 660--667 (2022; Zbl 1520.62259) Full Text: DOI
Yang, Jiabei; Dahabreh, Issa J.; Steingrimsson, Jon A. Causal interaction trees: finding subgroups with heterogeneous treatment effects in observational data. (English) Zbl 1520.62385 Biometrics 78, No. 2, 624-635 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Yang} et al., Biometrics 78, No. 2, 624--635 (2022; Zbl 1520.62385) Full Text: DOI
Shook-Sa, Bonnie E.; Hudgens, Michael G. Power and sample size for observational studies of point exposure effects. (English) Zbl 1520.62326 Biometrics 78, No. 1, 388-398 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{B. E. Shook-Sa} and \textit{M. G. Hudgens}, Biometrics 78, No. 1, 388--398 (2022; Zbl 1520.62326) Full Text: DOI arXiv
Antonelli, Joseph; Papadogeorgou, Georgia; Dominici, Francesca Causal inference in high dimensions: a marriage between Bayesian modeling and good frequentist properties. (English) Zbl 1520.62126 Biometrics 78, No. 1, 100-114 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Antonelli} et al., Biometrics 78, No. 1, 100--114 (2022; Zbl 1520.62126) Full Text: DOI arXiv
Alonso, Ariel; Van der Elst, Wim; Sanchez, Lizet; Luaces, Patricia; Molenberghs, Geert Identifying individual predictive factors for treatment efficacy. (English) Zbl 1520.62124 Biometrics 78, No. 1, 35-45 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Alonso} et al., Biometrics 78, No. 1, 35--45 (2022; Zbl 1520.62124) Full Text: DOI
Zhan, Mingfeng; Fang, Ying; Lin, Ming Comparison of covariate balance weighting methods in estimating treatment effects. (English) Zbl 07741520 J. Syst. Sci. Complex. 35, No. 6, 2263-2277 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Zhan} et al., J. Syst. Sci. Complex. 35, No. 6, 2263--2277 (2022; Zbl 07741520) Full Text: DOI
Abadie, Alberto; Spiess, Jann Robust post-matching inference. (English) Zbl 1507.91124 J. Am. Stat. Assoc. 117, No. 538, 983-995 (2022). MSC: 91B68 PDFBibTeX XMLCite \textit{A. Abadie} and \textit{J. Spiess}, J. Am. Stat. Assoc. 117, No. 538, 983--995 (2022; Zbl 1507.91124) Full Text: DOI
Liang, Muxuan; Yu, Menggang A semiparametric approach to model effect modification. (English) Zbl 1507.62341 J. Am. Stat. Assoc. 117, No. 538, 752-764 (2022). MSC: 62P10 62H25 PDFBibTeX XMLCite \textit{M. Liang} and \textit{M. Yu}, J. Am. Stat. Assoc. 117, No. 538, 752--764 (2022; Zbl 1507.62341) Full Text: DOI arXiv
Ninomiya, Yoshiyuki Triply robust information criterion for propensity score analysis. (Japanese. English summary) Zbl 07660133 J. Jpn. Stat. Soc., Jpn. Issue 51, No. 2, 275-294 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Ninomiya}, J. Jpn. Stat. Soc., Jpn. Issue 51, No. 2, 275--294 (2022; Zbl 07660133) Full Text: DOI
Bagmar, Md. Shaddam Hossain; Shen, Hua Causal inference with missingness in confounder. (English) Zbl 07660121 J. Stat. Comput. Simulation 92, No. 18, 3917-3930 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Md. S. H. Bagmar} and \textit{H. Shen}, J. Stat. Comput. Simulation 92, No. 18, 3917--3930 (2022; Zbl 07660121) Full Text: DOI
Islam, Md Saiful; Morshed, Md Sarowar; Noor-E-alam, Md. A computational framework for solving nonlinear binary optimization problems in robust causal inference. (English) Zbl 07640779 INFORMS J. Comput. 34, No. 6, 3023-3041 (2022). MSC: 90Cxx PDFBibTeX XMLCite \textit{M. S. Islam} et al., INFORMS J. Comput. 34, No. 6, 3023--3041 (2022; Zbl 07640779) Full Text: DOI arXiv
Song, Kyungchul A decomposition analysis of diffusion over a large network. (English) Zbl 07636984 Econom. Theory 38, No. 6, 1221-1252 (2022). MSC: 62P20 PDFBibTeX XMLCite \textit{K. Song}, Econom. Theory 38, No. 6, 1221--1252 (2022; Zbl 07636984) Full Text: DOI arXiv
Ferri-García, Ramón; Rueda, María del Mar Variable selection in propensity score adjustment to mitigate selection bias in online surveys. (English) Zbl 07635956 Stat. Pap. 63, No. 6, 1829-1881 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Ferri-García} and \textit{M. d. M. Rueda}, Stat. Pap. 63, No. 6, 1829--1881 (2022; Zbl 07635956) Full Text: DOI
Katsevich, Eugene; Ramdas, Aaditya On the power of conditional independence testing under model-X. (English) Zbl 07633940 Electron. J. Stat. 16, No. 2, 6348-6394 (2022). MSC: 62G10 62G20 62J07 PDFBibTeX XMLCite \textit{E. Katsevich} and \textit{A. Ramdas}, Electron. J. Stat. 16, No. 2, 6348--6394 (2022; Zbl 07633940) Full Text: DOI arXiv Link
Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna Shrinkage Bayesian causal forests for heterogeneous treatment effects estimation. (English) Zbl 07633314 J. Comput. Graph. Stat. 31, No. 4, 1202-1214 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Caron} et al., J. Comput. Graph. Stat. 31, No. 4, 1202--1214 (2022; Zbl 07633314) Full Text: DOI arXiv