Wang, Ruoyu; Wang, Qihua; Miao, Wang; Zhou, Xiaohua Sharp bounds for variance of treatment effect estimators in the presence of covariates. (English) Zbl 07832554 Stat. Sin. 34, No. 2, 999-1021 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Takahashi, Masayoshi Multiple imputation regression discontinuity designs: alternative to regression discontinuity designs to estimate the local average treatment effect at the cutoff. (English) Zbl 07773965 Commun. Stat., Simulation Comput. 52, No. 9, 4293-4312 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Ranjbar, Setareh; Salvati, Nicola; Pacini, Barbara Estimating heterogeneous causal effects in observational studies using small area predictors. (English) Zbl 1543.62181 Comput. Stat. Data Anal. 184, Article ID 107742, 17 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Yang, Zihao; Qu, Tianyi; Li, Xinran Rejective sampling, rerandomization, and regression adjustment in survey experiments. (English) Zbl 07707234 J. Am. Stat. Assoc. 118, No. 542, 1207-1221 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kédagni, Désiré Identifying treatment effects in the presence of confounded types. (English) Zbl 07693682 J. Econom. 234, No. 2, 479-511 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Yuchen; Li, Shuangning; Wager, Stefan Average direct and indirect causal effects under interference. (English) Zbl 07638108 Biometrika 109, No. 4, 1165-1172 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Shuangning; Wager, Stefan Random graph asymptotics for treatment effect estimation under network interference. (English) Zbl 1539.62053 Ann. Stat. 50, No. 4, 2334-2358 (2022). MSC: 62D20 05C80 60B20 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Anqi; Ding, Peng Regression-based causal inference with factorial experiments: estimands, model specifications and design-based properties. (English) Zbl 07582653 Biometrika 109, No. 3, 799-815 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pashley, Nicole E. Note on the delta method for finite population inference with applications to causal inference. (English) Zbl 1493.62226 Stat. Probab. Lett. 188, Article ID 109540, 6 p. (2022). MSC: 62G10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Anqi; Ding, Peng Reconciling design-based and model-based causal inferences for split-plot experiments. (English) Zbl 1486.62230 Ann. Stat. 50, No. 2, 1170-1192 (2022). MSC: 62K15 62G05 62J05 62D05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF Full Text: DOI
Bhuyan, Prajamitra; Mccoy, Emma J.; Li, Haojie; Graham, Daniel J. Analysing the causal effect of London cycle superhighways on traffic congestion. (English) Zbl 1498.62304 Ann. Appl. Stat. 15, No. 4, 1999-2022 (2021). MSC: 62P20 62G05 62G35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yang, Tao; Huang, Ying; Fong, Youyi Changepoint inference in the presence of missing covariates for principal surrogate evaluation in vaccine trials. (English) Zbl 07459735 Biometrika 108, No. 4, 829-843 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Muandet, Krikamol; Kanagawa, Motonobu; Saengkyongam, Sorawit; Marukatat, Sanparith Counterfactual mean embeddings. (English) Zbl 07415105 J. Mach. Learn. Res. 22, Paper No. 162, 71 p. (2021). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Li, Xinran; Ding, Peng Rerandomization and regression adjustment. (English) Zbl 1440.62297 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 241-268 (2020). MSC: 62K05 62J02 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Lu, Jiannan Improved Neymanian analysis for \(2^K\) factorial designs with binary outcomes. (English) Zbl 1541.62198 Stat. Neerl. 73, No. 4, 514-523 (2019). MSC: 62K15 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Huang, Emily J.; Fang, Ethan X.; Hanley, Daniel F.; Rosenblum, Michael Constructing a confidence interval for the fraction who benefit from treatment, using randomized trial data. (English) Zbl 1448.62169 Biometrics 75, No. 4, 1228-1239 (2019). MSC: 62P10 62D05 62G15 90C20 × Cite Format Result Cite Review PDF Full Text: DOI Link
Lu, Jiannan On finite-population Bayesian inferences for \(2^K\) factorial designs with binary outcomes. (English) Zbl 07193760 J. Stat. Comput. Simulation 89, No. 5, 927-945 (2019). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Uemura, Yukari; Taguri, Masataka; Kawahara, Takuya; Chiba, Yasutaka Simple methods for the estimation and sensitivity analysis of principal strata effects using marginal structural models: application to a bone fracture prevention trial. (English) Zbl 1429.62619 Biom. J. 61, No. 6, 1448-1461 (2019). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Pouget-Abadie, J.; Saint-Jacques, G.; Saveski, M.; Duan, W.; Ghosh, S.; Xu, Y.; Airoldi, E. M. Testing for arbitrary interference on experimentation platforms. (English) Zbl 1435.62304 Biometrika 106, No. 4, 929-940 (2019). MSC: 62K20 62P25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Miao, Wang; Liu, Chunchen; Geng, Zhi Statistical approaches for causal inference. (Chinese. English summary) Zbl 1499.62044 Sci. Sin., Math. 48, No. 12, 1753-1778 (2018). MSC: 62A01 62D20 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, S.; Ding, P. Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores. (English) Zbl 07072428 Biometrika 105, No. 2, 487-493 (2018). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mao, Lu On causal estimation using \(U\)-statistics. (English) Zbl 07072402 Biometrika 105, No. 1, 215-220 (2018). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Forastiere, Laura; Mattei, Alessandra; Ding, Peng Principal ignorability in mediation analysis: through and beyond sequential ignorability. (English) Zbl 1506.62248 Biometrika 105, No. 4, 979-986 (2018). MSC: 62D20 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Ding, Peng; Li, Fan Causal inference: a missing data perspective. (English) Zbl 1397.62125 Stat. Sci. 33, No. 2, 214-237 (2018). MSC: 62G05 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Lu, Jiannan On the partial identification of a new causal measure for ordinal outcomes. (English) Zbl 1414.62112 Stat. Probab. Lett. 137, 1-7 (2018). MSC: 62G05 62E15 90C05 × Cite Format Result Cite Review PDF Full Text: DOI
Yin, Yunjian; Zhou, Xiao-Hua; Geng, Zhi; Lu, Fang Assessing the heterogeneity of treatment effects by identifying the treatment benefit rate and treatment harm rate. (English) Zbl 1382.62059 Stat. Sin. 28, No. 1, 137-156 (2018). MSC: 62P10 62G05 × Cite Format Result Cite Review PDF Full Text: DOI
Ding, P.; VanderWeele, T. J.; Robins, J. M. Instrumental variables as bias amplifiers with general outcome and confounding. (English) Zbl 1506.62247 Biometrika 104, No. 2, 291-302 (2017). MSC: 62D20 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ding, Peng A paradox from randomization-based causal inference. (English) Zbl 1442.62014 Stat. Sci. 32, No. 3, 331-345 (2017). MSC: 62A01 62G10 62G20 62F03 62E20 62K15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Lu, Jiannan; Deng, Alex On randomization-based causal inference for matched-pair factorial designs. (English) Zbl 1378.62030 Stat. Probab. Lett. 125, 99-103 (2017). MSC: 62K15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chiba, Yasutaka Stratified exact tests for the weak causal null hypothesis in randomized trials with a binary outcome. (English) Zbl 1391.62208 Biom. J. 59, No. 5, 986-997 (2017). MSC: 62P10 62H17 × Cite Format Result Cite Review PDF Full Text: DOI
Dawid, A. Philip; Musio, Monica; Fienberg, Stephen E. From statistical evidence to evidence of causality. (English) Zbl 1357.62020 Bayesian Anal. 11, No. 3, 725-752 (2016). MSC: 62A01 62F15 62P25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Lu, Jiannan Covariate adjustment in randomization-based causal inference for \(2^K\) factorial designs. (English) Zbl 1398.62211 Stat. Probab. Lett. 119, 11-20 (2016). MSC: 62K15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lu, Jiannan On randomization-based and regression-based inferences for \(2^K\) factorial designs. (English) Zbl 1419.62197 Stat. Probab. Lett. 112, 72-78 (2016). MSC: 62K15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lu, Jiannan; Ding, Peng; Dasgupta, Tirthankar Construction of alternative hypotheses for randomization tests with ordinal outcomes. (English) Zbl 1357.62193 Stat. Probab. Lett. 107, 348-355 (2015). MSC: 62G10 62G20 62K05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kobayashi, Fumiaki; Kuroki, Manabu Causal measures of the treatment effect captured by candidate surrogate endpoints. (English) Zbl 1323.62108 J. Agric. Biol. Environ. Stat. 20, No. 3, 409-430 (2015). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Zhiwei; Kotz, Richard M.; Wang, Chenguang; Ruan, Shiling; Ho, Martin A causal model for joint evaluation of placebo and treatment-specific effects in clinical trials. (English) Zbl 1274.62920 Biometrics 69, No. 2, 318-327 (2013). MSC: 62P10 92C50 × Cite Format Result Cite Review PDF Full Text: DOI Link
Zhang, Baqun; Tsiatis, Anastasios A.; Laber, Eric B.; Davidian, Marie A robust method for estimating optimal treatment regimes. (English) Zbl 1258.62116 Biometrics 68, No. 4, 1010-1018 (2012). MSC: 62P10 92C50 65C60 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chiba, Yasutaka Monte-Carlo sensitivity analysis for controlled direct effects using marginal structural models in the presence of confounded mediators. (English) Zbl 1271.62252 Commun. Stat., Theory Methods 41, No. 10-12, 1739-1749 (2012). MSC: 62P10 92C50 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka A note on bounds for the causal infectiousness effect in vaccine trials. (English) Zbl 1246.62204 Stat. Probab. Lett. 82, No. 7, 1422-1429 (2012). MSC: 62P10 92C60 92D30 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka Bounds on the complier average causal effect in randomized trials with noncompliance. (English) Zbl 1489.62342 Stat. Probab. Lett. 82, No. 7, 1352-1357 (2012). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Jing, Ping; Zhang, Liang; Tang, Yiping; Wang, Jinfang Subclassification matching method for average treatment effect and a numerical comparison of related methods. (English) Zbl 1326.62168 J. Jpn. Soc. Comput. Stat. 24, No. 1, 67-84 (2011). MSC: 62J99 62J05 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Kuroki, Manabu; Cai, Zhihong Statistical analysis of ‘probabilities of causation’ using co-variate information. (English) Zbl 1246.03044 Scand. J. Stat. 38, No. 3, 564-577 (2011). MSC: 03B48 62J99 68T27 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka Marginal structural models for estimating principal stratum direct effects under the monotonicity assumption. (English) Zbl 1404.62119 Biom. J. 53, No. 6, 1025-1034 (2011). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Albert, Jeffrey M.; Nelson, Suchitra Generalized causal mediation analysis. (English) Zbl 1226.62104 Biometrics 67, No. 3, 1028-1038 (2011). MSC: 62P10 62J12 05C20 65C60 05C90 × Cite Format Result Cite Review PDF Full Text: DOI Link
Lechner, Michael The relation of different concepts of causality used in time series and microeconometrics. (English) Zbl 1208.91116 Econom. Rev. 30, No. 1, 109-127 (2011). MSC: 91B84 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka Bounds on controlled direct effects under monotonic assumptions about mediators and confounders. (English) Zbl 1201.62122 Biom. J. 52, No. 5, 628-637 (2010). MSC: 62P10 62N02 92C50 90C90 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka An approach for estimating causal effects in randomized trials with noncompliance. (English) Zbl 1318.62320 Commun. Stat., Theory Methods 39, No. 12, 2146-2156 (2010). MSC: 62P10 92B15 × Cite Format Result Cite Review PDF Full Text: DOI
Chiba, Yasutaka Estimating the principal stratum direct effect when the total effects are consistent between two standard populations. (English) Zbl 1187.62002 Stat. Probab. Lett. 80, No. 11-12, 958-961 (2010). MSC: 62-07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
de Luna, Xavier; Johansson, Per Non-parametric inference for the effect of a treatment on survival times with application in the health and social sciences. (English) Zbl 1184.62057 J. Stat. Plann. Inference 140, No. 7, 2122-2137 (2010); erratum ibid. 142, No. 6, 1624-1625 (2012). MSC: 62G05 62N02 62P10 62P25 65C05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Chiba, Yasutaka Sensitivity analysis of unmeasured confounding for the causal risk ratio by applying marginal structural models. (English) Zbl 1182.62201 Commun. Stat., Theory Methods 39, No. 1, 65-76 (2010). MSC: 62P10 92C50 × Cite Format Result Cite Review PDF Full Text: DOI
Pearl, Judea Causal inference in statistics: an overview. (English) Zbl 1300.62013 Stat. Surv. 3, 96-146 (2009). MSC: 62A01 62A99 62A09 × Cite Format Result Cite Review PDF Full Text: DOI
Vanderweele, Tyler J.; Robins, James M. Empirical and counterfactual conditions for sufficient cause interactions. (English) Zbl 1437.62636 Biometrika 95, No. 1, 49-61 (2008). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Wang, Xueli; Geng, Zhi; Zhao, Qiang; Qiao, Qi Comparison between estimates of the hypothetical proportion with and without standardization for a non-confounder. (English) Zbl 1132.62096 Stat. Sin. 17, No. 4, 1643-1656 (2007). MSC: 62P10 × Cite Format Result Cite Review PDF
Wahed, Abdus S.; Tsiatis, Anastasios A. Semiparametric efficient estimation of survival distributions in two-stage randomisation designs in clinical trials with censored data. (English) Zbl 1152.62397 Biometrika 93, No. 1, 163-177 (2006). MSC: 62P10 62N01 62N02 62C05 62G05 × Cite Format Result Cite Review PDF Full Text: DOI