Feng, Junlong Matching points: supplementing instruments with covariates in triangular models. (English) Zbl 07803944 J. Econom. 238, No. 1, Article ID 105579, 17 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{J. Feng}, J. Econom. 238, No. 1, Article ID 105579, 17 p. (2024; Zbl 07803944) 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
Ghosh, Trinetri; Ma, Yanyuan; Zhu, Wensheng; Wang, Yuanjia Learning non-monotone optimal individualized treatment regimes. (English) Zbl 07796634 Stat. Sin. 34, No. 1, 377-398 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Ghosh} et al., Stat. Sin. 34, No. 1, 377--398 (2024; Zbl 07796634) 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
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
Gao, Chenyin; Yang, Shu; Kim, Jae Kwang Soft calibration for selection bias problems under mixed-effects models. (English) Zbl 07801358 Biometrika 110, No. 4, 897-911 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Gao} et al., Biometrika 110, No. 4, 897--911 (2023; Zbl 07801358) 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
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
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
Wang, Hengfang; Kim, Jae Kwang Statistical inference using regularized M-estimation in the reproducing kernel Hilbert space for handling missing data. (English) Zbl 07758735 Ann. Inst. Stat. Math. 75, No. 6, 911-929 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Wang} and \textit{J. K. Kim}, Ann. Inst. Stat. Math. 75, No. 6, 911--929 (2023; Zbl 07758735) Full Text: DOI arXiv
Baldé, Ismaila; Yang, Yi Archer; Lefebvre, Geneviève Reader reaction to: “Outcome-adaptive Lasso: variable selection for causal inference”. (English) Zbl 1522.62101 Biometrics 79, No. 1, 514-520 (2023). MSC: 62P10 62J07 PDFBibTeX XMLCite \textit{I. Baldé} et al., Biometrics 79, No. 1, 514--520 (2023; Zbl 1522.62101) Full Text: DOI
Huang, Ao; Morikawa, Kosuke; Friede, Tim; Hattori, Satoshi Adjusting for publication bias in meta-analysis via inverse probability weighting using clinical trial registries. (English) Zbl 1522.62150 Biometrics 79, No. 3, 2089-2102 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Huang} et al., Biometrics 79, No. 3, 2089--2102 (2023; Zbl 1522.62150) Full Text: DOI arXiv
Chen, Sixia; Haziza, David General purpose multiply robust data integration procedures for handling nonprobability samples. (English) Zbl 07748359 Scand. J. Stat. 50, No. 2, 697-724 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Chen} and \textit{D. Haziza}, Scand. J. Stat. 50, No. 2, 697--724 (2023; Zbl 07748359) Full Text: DOI
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
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
Chen, Sixia; Haziza, David A unified framework of multiply robust estimation approaches for handling incomplete data. (English) Zbl 07708455 Comput. Stat. Data Anal. 179, Article ID 107646, 17 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Chen} and \textit{D. Haziza}, Comput. Stat. Data Anal. 179, Article ID 107646, 17 p. (2023; Zbl 07708455) Full Text: DOI
Choi, Jin-young; Lee, Goeun; Lee, Myoung-jae Endogenous treatment effect for any response conditional on control propensity score. (English) Zbl 1524.62569 Stat. Probab. Lett. 196, Article ID 109747, 7 p. (2023). MSC: 62P20 62P10 62G05 PDFBibTeX XMLCite \textit{J.-y. Choi} et al., Stat. Probab. Lett. 196, Article ID 109747, 7 p. (2023; Zbl 1524.62569) 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
Rosenbaum, P. R.; Rubin, D. B. Propensity scores in the design of observational studies for causal effects. (English) Zbl 07658470 Biometrika 110, No. 1, 1-13 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{P. R. Rosenbaum} and \textit{D. B. Rubin}, Biometrika 110, No. 1, 1--13 (2023; Zbl 07658470) 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
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
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
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
Chen, Yilin; Li, Pengfei; Rao, J. N. K.; Wu, Changbao Pseudo empirical likelihood inference for nonprobability survey samples. (English. French summary) Zbl 07759504 Can. J. Stat. 50, No. 4, 1166-1185 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Chen} et al., Can. J. Stat. 50, No. 4, 1166--1185 (2022; Zbl 07759504) Full Text: DOI
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
Yiu, Sean; Su, Li Joint calibrated estimation of inverse probability of treatment and censoring weights for marginal structural models. (English) Zbl 1520.62392 Biometrics 78, No. 1, 115-127 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Yiu} and \textit{L. Su}, Biometrics 78, No. 1, 115--127 (2022; Zbl 1520.62392) Full Text: DOI arXiv OA License
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
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
Cao, Yong Xiu; Zhang, Xin Cheng; Yu, Ji Chang Estimating survival treatment effects with covariate adjustment using propensity score. (English) Zbl 1503.62085 Acta Math. Sin., Engl. Ser. 38, No. 11, 2057-2068 (2022). MSC: 62N05 62D20 62N01 62N02 PDFBibTeX XMLCite \textit{Y. X. Cao} et al., Acta Math. Sin., Engl. Ser. 38, No. 11, 2057--2068 (2022; Zbl 1503.62085) Full Text: DOI
He, Xiaohong; Wang, Lei Ensemble and calibration multiply robust estimation for quantile treatment effect. (English) Zbl 07611129 J. Appl. Stat. 49, No. 15, 3823-3845 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. He} and \textit{L. Wang}, J. Appl. Stat. 49, No. 15, 3823--3845 (2022; Zbl 07611129) Full Text: DOI
Ferri-García, Ramón; Beaumont, Jean-François; Bosa, Keven; Charlebois, Joanne; Chu, Kenneth Weight smoothing for nonprobability surveys. (English) Zbl 1496.62033 Test 31, No. 3, 619-643 (2022). MSC: 62D05 PDFBibTeX XMLCite \textit{R. Ferri-García} et al., Test 31, No. 3, 619--643 (2022; Zbl 1496.62033) Full Text: DOI
Arisido, Maeregu W.; Mecatti, Fulvia; Rebora, Paola Improving the causal treatment effect estimation with propensity scores by the bootstrap. (English) Zbl 07600172 AStA, Adv. Stat. Anal. 106, No. 3, 455-471 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. W. Arisido} et al., AStA, Adv. Stat. Anal. 106, No. 3, 455--471 (2022; Zbl 07600172) Full Text: DOI
Clouth, F. J.; Pauws, S.; Mols, F.; Vermunt, J. K. A new three-step method for using inverse propensity weighting with latent class analysis. (English) Zbl 07597420 Adv. Data Anal. Classif., ADAC 16, No. 2, 351-371 (2022). MSC: 62D20 62H30 PDFBibTeX XMLCite \textit{F. J. Clouth} et al., Adv. Data Anal. Classif., ADAC 16, No. 2, 351--371 (2022; Zbl 07597420) Full Text: DOI
Wan, Fei Simulating survival data with predefined censoring rates under a mixture of non-informative right censoring schemes. (English) Zbl 1497.62258 Commun. Stat., Simulation Comput. 51, No. 7, 3851-3867 (2022). MSC: 62N01 62-08 PDFBibTeX XMLCite \textit{F. Wan}, Commun. Stat., Simulation Comput. 51, No. 7, 3851--3867 (2022; Zbl 1497.62258) Full Text: DOI
Feng, Sanying; Kong, Kaidi; Kong, Yinfei; Li, Gaorong; Wang, Zhaoliang Statistical inference of heterogeneous treatment effect based on single-index model. (English) Zbl 07584288 Comput. Stat. Data Anal. 175, Article ID 107554, 17 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Feng} et al., Comput. Stat. Data Anal. 175, Article ID 107554, 17 p. (2022; Zbl 07584288) Full Text: DOI
Newey, W. K.; Stouli, S. Heterogeneous coefficients, control variables and identification of multiple treatment effects. (English) Zbl 07582657 Biometrika 109, No. 3, 865-872 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. K. Newey} and \textit{S. Stouli}, Biometrika 109, No. 3, 865--872 (2022; Zbl 07582657) Full Text: DOI arXiv
Yan, Xiaofang; Zheng, Qi; Kong, Maiying Weighted \(\chi^2\) Tests for multiple group comparisons in observational studies. (English) Zbl 07572880 J. Stat. Comput. Simulation 92, No. 13, 2667-2685 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Yan} et al., J. Stat. Comput. Simulation 92, No. 13, 2667--2685 (2022; Zbl 07572880) Full Text: DOI
Li, Mengyan; Ma, Yanyuan; Zhao, Jiwei Efficient estimation in a partially specified nonignorable propensity score model. (English) Zbl 07561869 Comput. Stat. Data Anal. 174, Article ID 107322, 17 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Li} et al., Comput. Stat. Data Anal. 174, Article ID 107322, 17 p. (2022; Zbl 07561869) Full Text: DOI
Zhao, Honghe; Yang, Shu Outcome-adjusted balance measure for generalized propensity score model selection. (English) Zbl 07560395 J. Stat. Plann. Inference 221, 188-200 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Zhao} and \textit{S. Yang}, J. Stat. Plann. Inference 221, 188--200 (2022; Zbl 07560395) Full Text: DOI arXiv
Abdulkadiroğlu, Atila; Angrist, Joshua D.; Narita, Yusuke; Pathak, Parag Breaking ties: regression discontinuity design meets market design. (English) Zbl 1492.91222 Econometrica 90, No. 1, 117-151 (2022). MSC: 91B68 PDFBibTeX XMLCite \textit{A. Abdulkadiroğlu} et al., Econometrica 90, No. 1, 117--151 (2022; Zbl 1492.91222) Full Text: DOI arXiv
Olmuş, Hülya; Beşpınar, Esra; Nazman, Ezgi Performance evaluation of some propensity score matching methods by using binary logistic regression model. (English) Zbl 1524.62543 Commun. Stat., Simulation Comput. 51, No. 4, 1647-1660 (2022). MSC: 62P10 62J12 PDFBibTeX XMLCite \textit{H. Olmuş} et al., Commun. Stat., Simulation Comput. 51, No. 4, 1647--1660 (2022; Zbl 1524.62543) Full Text: DOI
Han, Seungbong; Andrei, Adin-Cristian; Tsui, Kam-Wah; Yun, Sung-Cheol; Ho Yoon, Jong ROC analysis using covariate balancing propensity scores with an application to biochemical predictors for thyroid cancer. (English) Zbl 1524.62531 Commun. Stat., Simulation Comput. 51, No. 2, 374-390 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Han} et al., Commun. Stat., Simulation Comput. 51, No. 2, 374--390 (2022; Zbl 1524.62531) Full Text: DOI
Zhang, Yuyang; Lu, Bo Accounting for matching structure in post-matching analysis of observational studies. (English) Zbl 1489.62362 Commun. Stat., Simulation Comput. 51, No. 6, 3081-3099 (2022). MSC: 62P10 62P25 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{B. Lu}, Commun. Stat., Simulation Comput. 51, No. 6, 3081--3099 (2022; Zbl 1489.62362) Full Text: DOI
He, Xiaohong; Yang, Yaohong; Wang, Lei Generalised regression estimators for average treatment effect with multicollinearity in high-dimensional covariates. (English) Zbl 1493.62168 J. Nonparametric Stat. 34, No. 2, 407-427 (2022). MSC: 62G05 62G20 PDFBibTeX XMLCite \textit{X. He} et al., J. Nonparametric Stat. 34, No. 2, 407--427 (2022; Zbl 1493.62168) Full Text: DOI
Zhang, Min; Zhang, Baqun A stable and more efficient doubly robust estimator. (English) Zbl 1524.62056 Stat. Sin. 32, No. 2, 1143-1163 (2022). MSC: 62D05 62G08 62G35 62P10 PDFBibTeX XMLCite \textit{M. Zhang} and \textit{B. Zhang}, Stat. Sin. 32, No. 2, 1143--1163 (2022; Zbl 1524.62056) Full Text: DOI
Wang, Jun; Liu, Changbiao Estimation of conditional average treatment effect by covariates balance methods. (English) Zbl 1528.62080 Stat. Interface 15, No. 3, 312-322 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Wang} and \textit{C. Liu}, Stat. Interface 15, No. 3, 312--322 (2022; Zbl 1528.62080) Full Text: DOI
Wei, Kecheng; Qin, Guoyou; Zhang, Jiajia; Sui, Xuemei Doubly robust estimation in causal inference with missing outcomes: with an application to the aerobics center longitudinal study. (English) Zbl 07476371 Comput. Stat. Data Anal. 168, Article ID 107399, 8 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Wei} et al., Comput. Stat. Data Anal. 168, Article ID 107399, 8 p. (2022; Zbl 07476371) Full Text: DOI
Graham, Bryan S.; de Xavier Pinto, Cristine Campos Semiparametrically efficient estimation of the average linear regression function. (English) Zbl 07471888 J. Econom. 226, No. 1, 115-138 (2022). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{B. S. Graham} and \textit{C. C. de Xavier Pinto}, J. Econom. 226, No. 1, 115--138 (2022; Zbl 07471888) Full Text: DOI arXiv
Castro-Martín, Luis; del Mar Rueda, María; Ferri-García, Ramón Combining statistical matching and propensity score adjustment for inference from non-probability surveys. (English) Zbl 1503.62012 J. Comput. Appl. Math. 404, Article ID 113414, 8 p. (2022). MSC: 62D05 PDFBibTeX XMLCite \textit{L. Castro-Martín} et al., J. Comput. Appl. Math. 404, Article ID 113414, 8 p. (2022; Zbl 1503.62012) Full Text: DOI Link
Chen, Xiaofei; Heitjan, Daniel F.; Greil, Gerald; Jeon-Slaughter, Haekyung Estimating the optimal timing of surgery from observational data. (English) Zbl 1520.62165 Biometrics 77, No. 2, 729-739 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{X. Chen} et al., Biometrics 77, No. 2, 729--739 (2021; Zbl 1520.62165) Full Text: DOI
Sugasawa, Shonosuke; Noma, Hisashi Efficient screening of predictive biomarkers for individual treatment selection. (English) Zbl 1520.62333 Biometrics 77, No. 1, 249-257 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Sugasawa} and \textit{H. Noma}, Biometrics 77, No. 1, 249--257 (2021; Zbl 1520.62333) Full Text: DOI arXiv
Cho, Youngjoo; Ghosh, Debashis Covariate adjustment via propensity scores for recurrent events in the presence of dependent censoring. (English) Zbl 07532115 Commun. Stat., Theory Methods 50, No. 1, 216-236 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Cho} and \textit{D. Ghosh}, Commun. Stat., Theory Methods 50, No. 1, 216--236 (2021; Zbl 07532115) Full Text: DOI Link
Wan, Fei An interpretation of the properties of the propensity score in the regression framework. (English) Zbl 07530955 Commun. Stat., Theory Methods 50, No. 9, 2096-2105 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Wan}, Commun. Stat., Theory Methods 50, No. 9, 2096--2105 (2021; Zbl 07530955) Full Text: DOI
Zhou, Wenzhuo; Zhu, Ruoqing; Zeng, Donglin A parsimonious personalized dose-finding model via dimension reduction. (English) Zbl 1478.62352 Biometrika 108, No. 3, 643-659 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{W. Zhou} et al., Biometrika 108, No. 3, 643--659 (2021; Zbl 1478.62352) Full Text: DOI arXiv
Bowen, Claire McKay; Liu, Fang; Su, Bingyue Differentially private data release via statistical election to partition sequentially. (English) Zbl 1483.62202 Metron 79, No. 1, 1-31 (2021). MSC: 62P30 68P27 PDFBibTeX XMLCite \textit{C. M. Bowen} et al., Metron 79, No. 1, 1--31 (2021; Zbl 1483.62202) Full Text: DOI arXiv
Mi, Xinlei; Tighe, Patrick; Zou, Fei; Zou, Baiming A deep learning semiparametric regression for adjusting complex confounding structures. (English) Zbl 1478.62284 Ann. Appl. Stat. 15, No. 3, 1086-1100 (2021). MSC: 62M45 62G08 62G09 62P10 68T07 PDFBibTeX XMLCite \textit{X. Mi} et al., Ann. Appl. Stat. 15, No. 3, 1086--1100 (2021; Zbl 1478.62284) Full Text: DOI
Luo, Guowang; Wu, Mixia; Xu, Liwen IPW-based robust estimation of the SAR model with missing data. (English) Zbl 1478.62263 Stat. Probab. Lett. 172, Article ID 109065, 6 p. (2021). MSC: 62M10 62M30 62D10 PDFBibTeX XMLCite \textit{G. Luo} et al., Stat. Probab. Lett. 172, Article ID 109065, 6 p. (2021; Zbl 1478.62263) Full Text: DOI
Zhou, Niwen; Zhu, Lixing On IPW-based estimation of conditional average treatment effects. (English) Zbl 1473.62040 J. Stat. Plann. Inference 215, 1-22 (2021). MSC: 62D20 62G05 62H12 PDFBibTeX XMLCite \textit{N. Zhou} and \textit{L. Zhu}, J. Stat. Plann. Inference 215, 1--22 (2021; Zbl 1473.62040) Full Text: DOI arXiv
Avagyan, Vahe; Vansteelandt, Stijn Stable inverse probability weighting estimation for longitudinal studies. (English) Zbl 1473.62174 Scand. J. Stat. 48, No. 3, 1046-1067 (2021). MSC: 62H11 62H12 62M30 PDFBibTeX XMLCite \textit{V. Avagyan} and \textit{S. Vansteelandt}, Scand. J. Stat. 48, No. 3, 1046--1067 (2021; Zbl 1473.62174) Full Text: DOI
de Zeeuw, Mels; Fazili, Sameera; Hotchkiss, Julie L. Decomposing differences in black student graduation rates between HBCU and non-HBCU institutions: the devil is in the details. (English) Zbl 1467.91070 Econ. Lett. 202, Article ID 109816, 4 p. (2021). MSC: 91B39 62P20 PDFBibTeX XMLCite \textit{M. de Zeeuw} et al., Econ. Lett. 202, Article ID 109816, 4 p. (2021; Zbl 1467.91070) Full Text: DOI
Camanho, Ana S.; Varriale, Luisa; Barbosa, Flávia; Sobral, Thiago Performance assessment of upper secondary schools in Italian regions using a circular pseudo-Malmquist index. (English) Zbl 1487.90356 Eur. J. Oper. Res. 289, No. 3, 1188-1208 (2021). MSC: 90B50 91B82 PDFBibTeX XMLCite \textit{A. S. Camanho} et al., Eur. J. Oper. Res. 289, No. 3, 1188--1208 (2021; Zbl 1487.90356) Full Text: DOI
Wu, Peng; Xu, Xinyi; Tong, Xingwei; Jiang, Qing; Lu, Bo Semiparametric estimation for average causal effects using propensity score-based spline. (English) Zbl 1465.62169 J. Stat. Plann. Inference 212, 153-168 (2021). MSC: 62P10 62G07 65D07 PDFBibTeX XMLCite \textit{P. Wu} et al., J. Stat. Plann. Inference 212, 153--168 (2021; Zbl 1465.62169) Full Text: DOI
Zhang, Yuyang; Schnell, Patrick; Song, Chi; Huang, Bin; Lu, Bo Subgroup causal effect identification and estimation via matching tree. (English) Zbl 1510.62462 Comput. Stat. Data Anal. 159, Article ID 107188, 16 p. (2021). MSC: 62P10 62D20 62-08 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Comput. Stat. Data Anal. 159, Article ID 107188, 16 p. (2021; Zbl 1510.62462) Full Text: DOI
Heiler, Phillip; Kazak, Ekaterina Valid inference for treatment effect parameters under irregular identification and many extreme propensity scores. (English) Zbl 1471.62336 J. Econom. 222, No. 2, 1083-1108 (2021). MSC: 62G09 62G05 62G20 62P20 PDFBibTeX XMLCite \textit{P. Heiler} and \textit{E. Kazak}, J. Econom. 222, No. 2, 1083--1108 (2021; Zbl 1471.62336) Full Text: DOI
Pan, Yinghao; Zhao, Ying-Qi Improved doubly robust estimation in learning optimal individualized treatment rules. (English) Zbl 1457.62357 J. Am. Stat. Assoc. 116, No. 533, 283-294 (2021). MSC: 62P10 62F10 62F12 62F35 PDFBibTeX XMLCite \textit{Y. Pan} and \textit{Y.-Q. Zhao}, J. Am. Stat. Assoc. 116, No. 533, 283--294 (2021; Zbl 1457.62357) Full Text: DOI Link
Schulz, Juliana; Moodie, Erica E. M. Doubly robust estimation of optimal dosing strategies. (English) Zbl 1457.62372 J. Am. Stat. Assoc. 116, No. 533, 256-268 (2021). MSC: 62P10 62L12 PDFBibTeX XMLCite \textit{J. Schulz} and \textit{E. E. M. Moodie}, J. Am. Stat. Assoc. 116, No. 533, 256--268 (2021; Zbl 1457.62372) Full Text: DOI
Nattino, Giovanni; Lu, Bo; Shi, Junxin; Lemeshow, Stanley; Xiang, Henry Triplet matching for estimating causal effects with three treatment arms: a comparative study of mortality by trauma center level. (English) Zbl 1457.62056 J. Am. Stat. Assoc. 116, No. 533, 44-53 (2021). MSC: 62D20 62P10 PDFBibTeX XMLCite \textit{G. Nattino} et al., J. Am. Stat. Assoc. 116, No. 533, 44--53 (2021; Zbl 1457.62056) Full Text: DOI
Orihara, Shunichiro; Hamada, Etsuo Determination of the optimal number of strata for propensity score subclassification. (English) Zbl 1456.62020 Stat. Probab. Lett. 168, Article ID 108951, 6 p. (2021). MSC: 62D20 62D05 62H30 PDFBibTeX XMLCite \textit{S. Orihara} and \textit{E. Hamada}, Stat. Probab. Lett. 168, Article ID 108951, 6 p. (2021; Zbl 1456.62020) Full Text: DOI
Zhang, Ying; Wang, Lei; Yu, Menggang; Shao, Jun Quantile treatment effect estimation with dimension reduction. (English) Zbl 07660242 Stat. Theory Relat. Fields 4, No. 2, 202-213 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhang} et al., Stat. Theory Relat. Fields 4, No. 2, 202--213 (2020; Zbl 07660242) Full Text: DOI
Hong, Han; Leung, Michael P.; Li, Jessie Inference on finite-population treatment effects under limited overlap. (English) Zbl 07546355 Econom. J. 23, No. 1, 32-47 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Hong} et al., Econom. J. 23, No. 1, 32--47 (2020; Zbl 07546355) Full Text: DOI
Luo, Guowang; Wu, Mixia; Pang, Zhen Estimation of semiparametric varying-coefficient spatial autoregressive models with missing in the dependent variable. (English) Zbl 1485.62126 J. Korean Stat. Soc. 49, No. 4, 1148-1172 (2020). MSC: 62M10 62D10 62F12 62M30 62P20 PDFBibTeX XMLCite \textit{G. Luo} et al., J. Korean Stat. Soc. 49, No. 4, 1148--1172 (2020; Zbl 1485.62126) Full Text: DOI
Bennett, Magdalena; Vielma, Juan Pablo; Zubizarreta, José R. Building representative matched samples with multi-valued treatments in large observational studies. (English) Zbl 07500354 J. Comput. Graph. Stat. 29, No. 4, 744-757 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Bennett} et al., J. Comput. Graph. Stat. 29, No. 4, 744--757 (2020; Zbl 07500354) Full Text: DOI arXiv
Gardner, John Identification and estimation of average causal effects when treatment status is ignorable within unobserved strata. (English) Zbl 1490.62439 Econom. Rev. 39, No. 10, 1014-1041 (2020). MSC: 62P20 62G05 91B82 PDFBibTeX XMLCite \textit{J. Gardner}, Econom. Rev. 39, No. 10, 1014--1041 (2020; Zbl 1490.62439) Full Text: DOI
Barkley, Brian G.; Hudgens, Michael G.; Clemens, John D.; Ali, Mohammad; Emch, Michael E. Causal inference from observational studies with clustered interference, with application to a cholera vaccine study. (English) Zbl 1470.62152 Ann. Appl. Stat. 14, No. 3, 1432-1448 (2020). MSC: 62P10 62D20 62H30 PDFBibTeX XMLCite \textit{B. G. Barkley} et al., Ann. Appl. Stat. 14, No. 3, 1432--1448 (2020; Zbl 1470.62152) Full Text: DOI arXiv Euclid
Mayer, Imke; Sverdrup, Erik; Gauss, Tobias; Moyer, Jean-Denis; Wager, Stefan; Josse, Julie Doubly robust treatment effect estimation with missing attributes. (English) Zbl 1470.62160 Ann. Appl. Stat. 14, No. 3, 1409-1431 (2020). MSC: 62P10 62D10 62G05 62G35 PDFBibTeX XMLCite \textit{I. Mayer} et al., Ann. Appl. Stat. 14, No. 3, 1409--1431 (2020; Zbl 1470.62160) Full Text: DOI arXiv Euclid
Sued, Mariela; Valdora, Marina; Yohai, Víctor Robust doubly protected estimators for quantiles with missing data. (English) Zbl 1458.62092 Test 29, No. 3, 819-843 (2020). MSC: 62G08 62G35 62D10 PDFBibTeX XMLCite \textit{M. Sued} et al., Test 29, No. 3, 819--843 (2020; Zbl 1458.62092) Full Text: DOI arXiv
Chen, Yilin; Li, Pengfei; Wu, Changbao Doubly robust inference with nonprobability survey samples. (English) Zbl 1453.62329 J. Am. Stat. Assoc. 115, No. 532, 2011-2021 (2020). MSC: 62D20 62G08 PDFBibTeX XMLCite \textit{Y. Chen} et al., J. Am. Stat. Assoc. 115, No. 532, 2011--2021 (2020; Zbl 1453.62329) Full Text: DOI arXiv
Zhou, Qi; McNeal, Catherine; Copeland, Laurel A.; Zachariah, Justin P.; Song, Joon Jin Bayesian propensity score analysis for clustered observational data. (English) Zbl 1457.62206 Stat. Methods Appl. 29, No. 2, 335-355 (2020). MSC: 62H30 62D20 62F15 62P10 PDFBibTeX XMLCite \textit{Q. Zhou} et al., Stat. Methods Appl. 29, No. 2, 335--355 (2020; Zbl 1457.62206) Full Text: DOI
Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R. Matching methods for observational studies derived from large administrative databases. (English) Zbl 07292518 Stat. Sci. 35, No. 3, 338-355 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Yu} et al., Stat. Sci. 35, No. 3, 338--355 (2020; Zbl 07292518) Full Text: DOI Euclid
Ray, Kolyan; van der Vaart, Aad Semiparametric Bayesian causal inference. (English) Zbl 1471.62348 Ann. Stat. 48, No. 5, 2999-3020 (2020). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62G15 62G08 60G15 PDFBibTeX XMLCite \textit{K. Ray} and \textit{A. van der Vaart}, Ann. Stat. 48, No. 5, 2999--3020 (2020; Zbl 1471.62348) Full Text: DOI arXiv Euclid
Cafri, Guy; Austin, Peter C. Propensity score methods for time-dependent cluster confounding. (English) Zbl 1448.62154 Biom. J. 62, No. 6, 1443-1462 (2020). MSC: 62P10 PDFBibTeX XMLCite \textit{G. Cafri} and \textit{P. C. Austin}, Biom. J. 62, No. 6, 1443--1462 (2020; Zbl 1448.62154) Full Text: DOI
Zhou, Chao The effects of outward FDI and export on firm productivity in emerging markets: evidence from matching approach. (English) Zbl 1451.91085 Econ. Lett. 195, Article ID 109462, 4 p. (2020). MSC: 91B38 91B60 PDFBibTeX XMLCite \textit{C. Zhou}, Econ. Lett. 195, Article ID 109462, 4 p. (2020; Zbl 1451.91085) Full Text: DOI
Frank, Anna-Simone J.; Matteson, David S.; Solvang, Hiroko K.; Lupattelli, Angela; Nordeng, Hedvig Extending balance assessment for the generalized propensity score under multiple imputation. (English) Zbl 1448.92007 Epidemiol. Methods 9, No. 1, Article ID 20190003, 17 p. (2020). MSC: 92B15 62P10 92C50 PDFBibTeX XMLCite \textit{A.-S. J. Frank} et al., Epidemiol. Methods 9, No. 1, Article ID 20190003, 17 p. (2020; Zbl 1448.92007) Full Text: DOI Link
Tan, Zhiqiang Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data. (English) Zbl 1476.62045 Ann. Stat. 48, No. 2, 811-837 (2020). Reviewer: Italo Simonelli (Durham) MSC: 62E20 62F25 62F35 62J05 62J12 PDFBibTeX XMLCite \textit{Z. Tan}, Ann. Stat. 48, No. 2, 811--837 (2020; Zbl 1476.62045) Full Text: DOI arXiv Euclid
Ruzankin, Pavel S. A fast algorithm for maximal propensity score matching. (English) Zbl 1448.92010 Methodol. Comput. Appl. Probab. 22, No. 2, 477-495 (2020). MSC: 92B15 62P10 92C50 PDFBibTeX XMLCite \textit{P. S. Ruzankin}, Methodol. Comput. Appl. Probab. 22, No. 2, 477--495 (2020; Zbl 1448.92010) Full Text: DOI arXiv
Matsushita, Yukitoshi; Otsu, Taisuke Likelihood inference on semiparametric models with generated regressors. (English) Zbl 1447.62037 Econom. Theory 36, No. 4, 626-657 (2020). MSC: 62G07 62G20 62P20 91B82 PDFBibTeX XMLCite \textit{Y. Matsushita} and \textit{T. Otsu}, Econom. Theory 36, No. 4, 626--657 (2020; Zbl 1447.62037) Full Text: DOI
Rahman, Md. Sadique Finding significant determinants and impacts of farm-level integrated pest management practices using statistical tools. (English) Zbl 1444.62131 Rahman, Azizur (ed.), Statistics for data science and policy analysis. Proceedings of the applied statistics and policy analysis conference 2019, ASPAC2019, Wagga Wagga, Australia, September 5–6, 2019. Singapore: Springer. 321-332 (2020). MSC: 62P30 62J02 62R07 92D45 PDFBibTeX XMLCite \textit{Md. S. Rahman}, in: Statistics for data science and policy analysis. Proceedings of the applied statistics and policy analysis conference 2019, ASPAC2019, Wagga Wagga, Australia, September 5--6, 2019. Singapore: Springer. 321--332 (2020; Zbl 1444.62131) Full Text: DOI
Zöller, Daniela; Wockner, Leesa F.; Binder, Harald Automatic variable selection for exposure-driven propensity score matching with unmeasured confounders. (English) Zbl 1436.62670 Biom. J. 62, No. 3, 868-884 (2020). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Zöller} et al., Biom. J. 62, No. 3, 868--884 (2020; Zbl 1436.62670) Full Text: DOI
Zhang, Shixiao; Han, Peisong; Wu, Changbao A multiply robust Mann-Whitney test for non-randomised pretest-posttest studies with missing data. (English) Zbl 1442.62099 J. Nonparametric Stat. 32, No. 2, 323-344 (2020). MSC: 62G10 62G35 62D10 62P10 PDFBibTeX XMLCite \textit{S. Zhang} et al., J. Nonparametric Stat. 32, No. 2, 323--344 (2020; Zbl 1442.62099) Full Text: DOI
Chen, Li-Pang Causal inference for left-truncated and right-censored data with covariate measurement error. (English) Zbl 1436.62457 Comput. Appl. Math. 39, No. 2, Paper No. 126, 27 p. (2020). MSC: 62N01 62N02 62E20 62F12 PDFBibTeX XMLCite \textit{L.-P. Chen}, Comput. Appl. Math. 39, No. 2, Paper No. 126, 27 p. (2020; Zbl 1436.62457) Full Text: DOI
Tan, Z. Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data. (English) Zbl 1435.62274 Biometrika 107, No. 1, 137-158 (2020). MSC: 62J07 62P10 PDFBibTeX XMLCite \textit{Z. Tan}, Biometrika 107, No. 1, 137--158 (2020; Zbl 1435.62274) Full Text: DOI arXiv