Peng, Xiang; Wang, Huixia Judy A generalized quantile tree method for subgroup identification. (English) Zbl 07633211 J. Comput. Graph. Stat. 31, No. 3, 824-834 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Peng} and \textit{H. J. Wang}, J. Comput. Graph. Stat. 31, No. 3, 824--834 (2022; Zbl 07633211) Full Text: DOI OpenURL
Gische, Christian; Voelkle, Manuel C. Beyond the mean: a flexible framework for studying causal effects using linear models. (English) Zbl 1496.62202 Psychometrika 87, No. 3, 868-901 (2022); erratum ibid. 87, No. 3, 902 (2022). MSC: 62P15 62D20 62J05 62H12 PDF BibTeX XML Cite \textit{C. Gische} and \textit{M. C. Voelkle}, Psychometrika 87, No. 3, 868--901 (2022; Zbl 1496.62202) Full Text: DOI OpenURL
Cho, Youngjoo; Zhan, Xiang; Ghosh, Debashis Nonlinear predictive directions in clinical trials. (English) Zbl 07561879 Comput. Stat. Data Anal. 174, Article ID 107476, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Cho} et al., Comput. Stat. Data Anal. 174, Article ID 107476, 14 p. (2022; Zbl 07561879) Full Text: DOI OpenURL
Yu, Menggang; Kuang, Chensheng; Huling, Jared D.; Smith, Maureen Diagnosis-group-specific transitional care program recommendations for 30-day rehospitalization reduction. (English) Zbl 1478.62347 Ann. Appl. Stat. 15, No. 3, 1478-1498 (2021). MSC: 62P10 62H20 PDF BibTeX XML Cite \textit{M. Yu} et al., Ann. Appl. Stat. 15, No. 3, 1478--1498 (2021; Zbl 1478.62347) Full Text: DOI OpenURL
Chung, EunYi; Olivares, Mauricio Permutation test for heterogeneous treatment effects with a nuisance parameter. (English) Zbl 07414287 J. Econom. 225, No. 2, 148-174 (2021). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{E. Chung} and \textit{M. Olivares}, J. Econom. 225, No. 2, 148--174 (2021; Zbl 07414287) Full Text: DOI OpenURL
Mo, Weibin; Qi, Zhengling; Liu, Yufeng Learning optimal distributionally robust individualized treatment rules. (English) Zbl 1464.62467 J. Am. Stat. Assoc. 116, No. 534, 659-674 (2021). MSC: 62P10 62D20 PDF BibTeX XML Cite \textit{W. Mo} et al., J. Am. Stat. Assoc. 116, No. 534, 659--674 (2021; Zbl 1464.62467) Full Text: DOI arXiv OpenURL
Hahn, P. Richard; Murray, Jared S.; Carvalho, Carlos M. [Oganisian, Arman; Roy, Jason A.; Papadogeorgou, Georgia; Li, Fan; Wager, Stefan; Hu, Liangyuan; He, Jingyu; Krantsevich, Nikolay; Ray, Kolyan; Szabó, Botond; van der Vaart, Aad; Prado, Estevão B.; O’Neill, Eoghan; Hernández, Belinda; Parnell, Andrew C.; Moral, Rafael A.; Zhu, Harrison; Liu, Xing; Caron, Alberto; Manolopoulou, Ioanna; Flaxman, Seth; Briol, François-Xavier; Bystrova, Daria; Arbel, Julyan; Rahier, Thibaud] Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects (with discussion). (English) Zbl 1475.62102 Bayesian Anal. 15, No. 3, 965-1056 (2020). MSC: 62D20 62F15 62J02 62J07 62P10 PDF BibTeX XML Cite \textit{P. R. Hahn} et al., Bayesian Anal. 15, No. 3, 965--1056 (2020; Zbl 1475.62102) Full Text: DOI arXiv Euclid OpenURL
Loh, Wen Wei; Moerkerke, Beatrijs; Loeys, Tom; Vansteelandt, Stijn Heterogeneous indirect effects for multiple mediators using interventional effect models. (English) Zbl 1466.92197 Epidemiol. Methods 9, No. 1, Article ID 20200023, 00 p. (2020). MSC: 92D30 62P10 PDF BibTeX XML Cite \textit{W. W. Loh} et al., Epidemiol. Methods 9, No. 1, Article ID 20200023, 00 p. (2020; Zbl 1466.92197) Full Text: DOI arXiv OpenURL
Gubela, Robin M.; Lessmann, Stefan; Jaroszewicz, Szymon Response transformation and profit decomposition for revenue uplift modeling. (English) Zbl 1431.62618 Eur. J. Oper. Res. 283, No. 2, 647-661 (2020). MSC: 62P20 90B50 PDF BibTeX XML Cite \textit{R. M. Gubela} et al., Eur. J. Oper. Res. 283, No. 2, 647--661 (2020; Zbl 1431.62618) Full Text: DOI arXiv OpenURL
Haller, Bernhard; Eckstein, Hans-Henning; Ringleb, Peter A.; Ulm, Kurt Investigation of age-treatment interaction in the SPACE trial using different statistical approaches. (English) Zbl 07480019 J. Appl. Stat. 46, No. 9, 1689-1701 (2019). MSC: 62Pxx PDF BibTeX XML Cite \textit{B. Haller} et al., J. Appl. Stat. 46, No. 9, 1689--1701 (2019; Zbl 07480019) Full Text: DOI OpenURL
Egami, Naoki; Imai, Kosuke Causal interaction in factorial experiments: application to conjoint analysis. (English) Zbl 1420.62336 J. Am. Stat. Assoc. 114, No. 526, 529-540 (2019). MSC: 62K15 62J10 PDF BibTeX XML Cite \textit{N. Egami} and \textit{K. Imai}, J. Am. Stat. Assoc. 114, No. 526, 529--540 (2019; Zbl 1420.62336) Full Text: DOI OpenURL
Ding, Peng; Feller, Avi; Miratrix, Luke Decomposing treatment effect variation. (English) Zbl 1418.62194 J. Am. Stat. Assoc. 114, No. 525, 304-317 (2019). MSC: 62G10 62A01 62P10 PDF BibTeX XML Cite \textit{P. Ding} et al., J. Am. Stat. Assoc. 114, No. 525, 304--317 (2019; Zbl 1418.62194) Full Text: DOI arXiv OpenURL
Wang, Lan; Zhou, Yu; Song, Rui; Sherwood, Ben Quantile-optimal treatment regimes. (English) Zbl 1402.62294 J. Am. Stat. Assoc. 113, No. 523, 1243-1254 (2018). MSC: 62P10 62G05 PDF BibTeX XML Cite \textit{L. Wang} et al., J. Am. Stat. Assoc. 113, No. 523, 1243--1254 (2018; Zbl 1402.62294) Full Text: DOI Link OpenURL
Wager, Stefan; Athey, Susan Estimation and inference of heterogeneous treatment effects using random forests. (English) Zbl 1402.62056 J. Am. Stat. Assoc. 113, No. 523, 1228-1242 (2018). MSC: 62G05 68T05 62-04 PDF BibTeX XML Cite \textit{S. Wager} and \textit{S. Athey}, J. Am. Stat. Assoc. 113, No. 523, 1228--1242 (2018; Zbl 1402.62056) Full Text: DOI arXiv OpenURL
Athey, Susan; Imbens, Guido Recursive partitioning for heterogeneous causal effects. (English) Zbl 1357.62190 Proc. Natl. Acad. Sci. USA 113, No. 27, 7353-7360 (2016). MSC: 62G10 62A01 PDF BibTeX XML Cite \textit{S. Athey} and \textit{G. Imbens}, Proc. Natl. Acad. Sci. USA 113, No. 27, 7353--7360 (2016; Zbl 1357.62190) Full Text: DOI arXiv OpenURL
Shen, Changyu; Hu, Yang; Li, Xiaochun; Wang, Yadong; Chen, Peng-Sheng; Buxton, Alfred E. Identification of subpopulations with distinct treatment benefit rate using the Bayesian tree. (English) Zbl 1353.62127 Biom. J. 58, No. 6, 1357-1375 (2016). MSC: 62P10 62H30 62C10 62G99 62-07 PDF BibTeX XML Cite \textit{C. Shen} et al., Biom. J. 58, No. 6, 1357--1375 (2016; Zbl 1353.62127) Full Text: DOI OpenURL
Xu, Yaoyao; Yu, Menggang; Zhao, Ying-Qi; Li, Quefeng; Wang, Sijian; Shao, Jun Regularized outcome weighted subgroup identification for differential treatment effects. (English) Zbl 1419.62483 Biometrics 71, No. 3, 645-653 (2015). MSC: 62P10 62H30 62G08 PDF BibTeX XML Cite \textit{Y. Xu} et al., Biometrics 71, No. 3, 645--653 (2015; Zbl 1419.62483) Full Text: DOI Link OpenURL
Guelman, Leo; Guillén, Montserrat; Pérez-Marín, Ana M. A survey of personalized treatment models for pricing strategies in insurance. (English) Zbl 1304.91108 Insur. Math. Econ. 58, 68-76 (2014). MSC: 91B30 PDF BibTeX XML Cite \textit{L. Guelman} et al., Insur. Math. Econ. 58, 68--76 (2014; Zbl 1304.91108) Full Text: DOI OpenURL
Yang, Fan; Lorch, Scott A.; Small, Dylan S. Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. (English) Zbl 1454.62422 Ann. Appl. Stat. 8, No. 1, 48-73 (2014). MSC: 62P10 PDF BibTeX XML Cite \textit{F. Yang} et al., Ann. Appl. Stat. 8, No. 1, 48--73 (2014; Zbl 1454.62422) Full Text: DOI arXiv Euclid OpenURL