Cousineau, Martin; Verter, Vedat; Murphy, Susan A.; Pineau, Joelle Estimating causal effects with optimization-based methods: a review and empirical comparison. (English) Zbl 07583179 Eur. J. Oper. Res. 304, No. 2, 367-380 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{M. Cousineau} et al., Eur. J. Oper. Res. 304, No. 2, 367--380 (2023; Zbl 07583179) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{M. Liang} and \textit{M. Yu}, J. Am. Stat. Assoc. 117, No. 538, 752--764 (2022; Zbl 1507.62341) Full Text: DOI arXiv OpenURL
Hasegawa, Raiden B.; Small, Dylan S. Estimating malaria vaccine efficacy in the absence of a gold standard case definition: Mendelian factorial design. (English) Zbl 1506.62435 J. Am. Stat. Assoc. 117, No. 539, 1466-1481 (2022). MSC: 62P10 62K15 PDF BibTeX XML Cite \textit{R. B. Hasegawa} and \textit{D. S. Small}, J. Am. Stat. Assoc. 117, No. 539, 1466--1481 (2022; Zbl 1506.62435) Full Text: DOI arXiv OpenURL
Waite, Timothy W.; Woods, David C. Minimax efficient random experimental design strategies with application to model-robust design for prediction. (English) Zbl 1506.62228 J. Am. Stat. Assoc. 117, No. 539, 1452-1465 (2022). MSC: 62C20 62J05 60B20 PDF BibTeX XML Cite \textit{T. W. Waite} and \textit{D. C. Woods}, J. Am. Stat. Assoc. 117, No. 539, 1452--1465 (2022; Zbl 1506.62228) Full Text: DOI OpenURL
Cella, Leonardo; Martin, Ryan Direct and approximately valid probabilistic inference on a class of statistical functionals. (English) Zbl 07629280 Int. J. Approx. Reasoning 151, 205-224 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{L. Cella} and \textit{R. Martin}, Int. J. Approx. Reasoning 151, 205--224 (2022; Zbl 07629280) Full Text: DOI arXiv OpenURL
Eck, Daniel J.; Morozova, Olga; Crawford, Forrest W. Randomization for the susceptibility effect of an infectious disease intervention. (English) Zbl 1500.92104 J. Math. Biol. 85, No. 4, Paper No. 37, 22 p. (2022). MSC: 92D30 92C60 PDF BibTeX XML Cite \textit{D. J. Eck} et al., J. Math. Biol. 85, No. 4, Paper No. 37, 22 p. (2022; Zbl 1500.92104) Full Text: DOI arXiv OpenURL
Tullio, Federico; Bartolucci, Francesco Causal inference for time-varying treatments in latent Markov models: an application to the effects of remittances on poverty dynamics. (English) Zbl 1498.62315 Ann. Appl. Stat. 16, No. 3, 1962-1985 (2022). MSC: 62P20 62H30 62F10 PDF BibTeX XML Cite \textit{F. Tullio} and \textit{F. Bartolucci}, Ann. Appl. Stat. 16, No. 3, 1962--1985 (2022; Zbl 1498.62315) Full Text: DOI OpenURL
Mukherjee, Bhramar Being a public health statistician during a global pandemic. (English) Zbl 07535204 Stat. Sci. 37, No. 2, 270-277 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Mukherjee}, Stat. Sci. 37, No. 2, 270--277 (2022; Zbl 07535204) Full Text: DOI OpenURL
des Mesnards, Nicolas Guenon; Hunter, David Scott; El Hjouji, Zakaria; Zaman, Tauhid Detecting bots and assessing their impact in social networks. (English) Zbl 1484.91343 Oper. Res. 70, No. 1, 1-22 (2022). MSC: 91D30 68M11 PDF BibTeX XML Cite \textit{N. G. des Mesnards} et al., Oper. Res. 70, No. 1, 1--22 (2022; Zbl 1484.91343) Full Text: DOI arXiv OpenURL
Wu, Jason; Ding, Peng Randomization tests for weak null hypotheses in randomized experiments. (English) Zbl 1506.62255 J. Am. Stat. Assoc. 116, No. 536, 1898-1913 (2021). MSC: 62D20 62G10 PDF BibTeX XML Cite \textit{J. Wu} and \textit{P. Ding}, J. Am. Stat. Assoc. 116, No. 536, 1898--1913 (2021; Zbl 1506.62255) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{F. Wan}, Commun. Stat., Theory Methods 50, No. 9, 2096--2105 (2021; Zbl 07530955) 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
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 PDF BibTeX XML Cite \textit{K. Muandet} et al., J. Mach. Learn. Res. 22, Paper No. 162, 71 p. (2021; Zbl 07415105) Full Text: arXiv Link OpenURL
Wang, Tianyu; Morucci, Marco; Awan, M. Usaid; Liu, Yameng; Roy, Sudeepa; Rudin, Cynthia; Volfovsky, Alexander FLAME: a fast large-scale almost matching exactly approach to causal inference. (English) Zbl 07370548 J. Mach. Learn. Res. 22, Paper No. 31, 41 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Wang} et al., J. Mach. Learn. Res. 22, Paper No. 31, 41 p. (2021; Zbl 07370548) Full Text: arXiv Link OpenURL
Du, Xin; Sun, Lei; Duivesteijn, Wouter; Nikolaev, Alexander; Pechenizkiy, Mykola Adversarial balancing-based representation learning for causal effect inference with observational data. (English) Zbl 1473.68140 Data Min. Knowl. Discov. 35, No. 4, 1713-1738 (2021). MSC: 68T05 62D20 62P10 PDF BibTeX XML Cite \textit{X. Du} et al., Data Min. Knowl. Discov. 35, No. 4, 1713--1738 (2021; Zbl 1473.68140) Full Text: DOI arXiv OpenURL
Guo, Wenchuan; Zhou, Xiao-Hua; Ma, Shujie Estimation of optimal individualized treatment rules using a covariate-specific treatment effect curve with high-dimensional covariates. (English) Zbl 1457.62344 J. Am. Stat. Assoc. 116, No. 533, 309-321 (2021). MSC: 62P10 62F12 62J10 PDF BibTeX XML Cite \textit{W. Guo} et al., J. Am. Stat. Assoc. 116, No. 533, 309--321 (2021; Zbl 1457.62344) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{G. Nattino} et al., J. Am. Stat. Assoc. 116, No. 533, 44--53 (2021; Zbl 1457.62056) Full Text: DOI OpenURL
Branson, Zach; Shao, Stephane Ridge rerandomization: an experimental design strategy in the presence of covariate collinearity. (English) Zbl 1455.62140 J. Stat. Plann. Inference 211, 287-314 (2021). MSC: 62J07 62K99 PDF BibTeX XML Cite \textit{Z. Branson} and \textit{S. Shao}, J. Stat. Plann. Inference 211, 287--314 (2021; Zbl 1455.62140) Full Text: DOI arXiv OpenURL
Wager, Stefan Comment: Invariance and causal inference. (English) Zbl 07292529 Stat. Sci. 35, No. 3, 430-433 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Wager}, Stat. Sci. 35, No. 3, 430--433 (2020; Zbl 07292529) Full Text: DOI Euclid OpenURL
Girolami, Davide An axiomatic measure of one-way quantum information. (English) Zbl 1448.81164 Phys. Lett., A 384, No. 28, Article ID 126739, 4 p. (2020). MSC: 81P45 81P40 PDF BibTeX XML Cite \textit{D. Girolami}, Phys. Lett., A 384, No. 28, Article ID 126739, 4 p. (2020; Zbl 1448.81164) Full Text: DOI arXiv OpenURL
Ricciardi, Federico; Mattei, Alessandra; Mealli, Fabrizia Bayesian inference for sequential treatments under latent sequential ignorability. (English) Zbl 1441.62211 J. Am. Stat. Assoc. 115, No. 531, 1498-1517 (2020). MSC: 62L10 62F15 62D05 PDF BibTeX XML Cite \textit{F. Ricciardi} et al., J. Am. Stat. Assoc. 115, No. 531, 1498--1517 (2020; Zbl 1441.62211) Full Text: DOI arXiv OpenURL
Wang, Xiaoqin; Yin, Li New \(G\)-formula for the sequential causal effect and blip effect of treatment in sequential causal inference. (English) Zbl 1439.62183 Ann. Stat. 48, No. 1, 138-160 (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62L12 62H12 62H15 62F03 62F30 PDF BibTeX XML Cite \textit{X. Wang} and \textit{L. Yin}, Ann. Stat. 48, No. 1, 138--160 (2020; Zbl 1439.62183) Full Text: DOI Euclid OpenURL
Zhao, Yi; Lindquist, Martin A.; Caffo, Brian S. Sparse principal component based high-dimensional mediation analysis. (English) Zbl 1507.62211 Comput. Stat. Data Anal. 142, Article ID 106835, 10 p. (2020). MSC: 62-08 62P10 62H25 92C55 PDF BibTeX XML Cite \textit{Y. Zhao} et al., Comput. Stat. Data Anal. 142, Article ID 106835, 10 p. (2020; Zbl 1507.62211) Full Text: DOI arXiv Link OpenURL
Goldberg, Lisa R. Book review of: J. Pearl and D. Mackenzie, The book of why. The new science of cause and effect. (English) Zbl 1441.00007 Quant. Finance 19, No. 12, 1945-1949 (2019). MSC: 00A17 62-02 62A01 97N70 PDF BibTeX XML Cite \textit{L. R. Goldberg}, Quant. Finance 19, No. 12, 1945--1949 (2019; Zbl 1441.00007) Full Text: DOI OpenURL
Li, Xinran; Ding, Peng; Lin, Qian; Yang, Dawei; Liu, Jun S. Randomization inference for peer effects. (English) Zbl 1428.62134 J. Am. Stat. Assoc. 114, No. 528, 1651-1664 (2019). MSC: 62G05 62K05 PDF BibTeX XML Cite \textit{X. Li} et al., J. Am. Stat. Assoc. 114, No. 528, 1651--1664 (2019; Zbl 1428.62134) Full Text: DOI arXiv OpenURL
Wang, Yixin; Blei, David M. The blessings of multiple causes. (English) Zbl 1428.62059 J. Am. Stat. Assoc. 114, No. 528, 1574-1596 (2019). MSC: 62D20 68T05 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{D. M. Blei}, J. Am. Stat. Assoc. 114, No. 528, 1574--1596 (2019; Zbl 1428.62059) Full Text: DOI arXiv OpenURL
Saul, Bradley C.; Hudgens, Michael G.; Mallin, Michael A. Downstream effects of upstream causes. (English) Zbl 1428.62493 J. Am. Stat. Assoc. 114, No. 528, 1493-1504 (2019). MSC: 62P12 PDF BibTeX XML Cite \textit{B. C. Saul} et al., J. Am. Stat. Assoc. 114, No. 528, 1493--1504 (2019; Zbl 1428.62493) Full Text: DOI arXiv OpenURL
Sengewald, Marie-Ann; Pohl, Steffi Compensation and amplification of attenuation bias in causal effect estimates. (English) Zbl 1431.62558 Psychometrika 84, No. 2, 589-610 (2019). MSC: 62P15 62D05 PDF BibTeX XML Cite \textit{M.-A. Sengewald} and \textit{S. Pohl}, Psychometrika 84, No. 2, 589--610 (2019; Zbl 1431.62558) Full Text: DOI OpenURL
Huling, Jared D.; Yu, Menggang; Smith, Maureen Fused comparative intervention scoring for heterogeneity of longitudinal intervention effects. (English) Zbl 1423.62146 Ann. Appl. Stat. 13, No. 2, 824-847 (2019). MSC: 62P10 62J07 62P20 PDF BibTeX XML Cite \textit{J. D. Huling} et al., Ann. Appl. Stat. 13, No. 2, 824--847 (2019; Zbl 1423.62146) Full Text: DOI Euclid OpenURL
Ding, Peng; Miratrix, Luke W. Model-free causal inference of binary experimental data. (English) Zbl 1417.62053 Scand. J. Stat. 46, No. 1, 200-214 (2019). Reviewer: Alessandro Selvitella (Fort Wayne) MSC: 62F30 62F15 62P25 PDF BibTeX XML Cite \textit{P. Ding} and \textit{L. W. Miratrix}, Scand. J. Stat. 46, No. 1, 200--214 (2019; Zbl 1417.62053) Full Text: DOI arXiv OpenURL
Ning, Bo; Ghosal, Subhashis; Thomas, Jewell Bayesian method for causal inference in spatially-correlated multivariate time series. (English) Zbl 1409.62178 Bayesian Anal. 14, No. 1, 1-28 (2019). MSC: 62M10 62F15 62P20 PDF BibTeX XML Cite \textit{B. Ning} et al., Bayesian Anal. 14, No. 1, 1--28 (2019; Zbl 1409.62178) Full Text: DOI arXiv Euclid OpenURL
Landes, Jürgen; Osimani, Barbara; Poellinger, Roland Epistemology of causal inference in pharmacology, Towards a framework for the assessment of harms. (English) Zbl 1400.62017 Eur. J. Philos. Sci. 8, No. 1, 3-49 (2018). MSC: 62A01 62P10 PDF BibTeX XML Cite \textit{J. Landes} et al., Eur. J. Philos. Sci. 8, No. 1, 3--49 (2018; Zbl 1400.62017) Full Text: DOI OpenURL
Zhao, Anqi; Ding, Peng; Mukerjee, Rahul; Dasgupta, Tirthankar Randomization-based causal inference from split-plot designs. (English) Zbl 1407.62292 Ann. Stat. 46, No. 5, 1876-1903 (2018). MSC: 62K15 62K10 62K05 PDF BibTeX XML Cite \textit{A. Zhao} et al., Ann. Stat. 46, No. 5, 1876--1903 (2018; Zbl 1407.62292) Full Text: DOI Euclid OpenURL
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 PDF BibTeX XML Cite \textit{P. Ding} and \textit{F. Li}, Stat. Sci. 33, No. 2, 214--237 (2018; Zbl 1397.62125) Full Text: DOI arXiv Euclid OpenURL
Schouten, Barry Statistical inference based on randomly generated auxiliary variables. (English) Zbl 1380.62135 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 33-56 (2018). MSC: 62G05 62P25 PDF BibTeX XML Cite \textit{B. Schouten}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 33--56 (2018; Zbl 1380.62135) Full Text: DOI Link OpenURL
Bowden, Jack; Jackson, Chris Weighing evidence “steampunk” style via the meta-analyser. (English) Zbl 07665899 Am. Stat. 70, No. 4, 385-394 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Bowden} and \textit{C. Jackson}, Am. Stat. 70, No. 4, 385--394 (2016; Zbl 07665899) Full Text: DOI OpenURL
Lee, Joseph J.; Rubin, Donald B. Evaluating the validity of post-hoc subgroup inferences: a case study. (English) Zbl 07665850 Am. Stat. 70, No. 1, 39-46 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{J. J. Lee} and \textit{D. B. Rubin}, Am. Stat. 70, No. 1, 39--46 (2016; Zbl 07665850) Full Text: DOI OpenURL
Sirisrisakulchai, Jirakom; Sriboonchitta, Songsak Causal effect for ordinal outcomes from observational data: Bayesian approach. (English) Zbl 1463.62359 Thai J. Math., Spec. Iss. on applied mathematics: Bayesian econometrics, 63-70 (2016). MSC: 62P20 62P30 62D20 PDF BibTeX XML Cite \textit{J. Sirisrisakulchai} and \textit{S. Sriboonchitta}, Thai J. Math., 63--70 (2016; Zbl 1463.62359) Full Text: Link OpenURL
Gross, Samuel M.; Tibshirani, Robert Data shared Lasso: a novel tool to discover uplift. (English) Zbl 1466.62082 Comput. Stat. Data Anal. 101, 226-235 (2016). MSC: 62-08 PDF BibTeX XML Cite \textit{S. M. Gross} and \textit{R. Tibshirani}, Comput. Stat. Data Anal. 101, 226--235 (2016; Zbl 1466.62082) Full Text: DOI OpenURL
Chamandy, Nicholas; Muralidharan, Omkar; Wager, Stefan Teaching statistics at Google-scale. (English) Zbl 07671745 Am. Stat. 69, No. 4, 283-291 (2015). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Chamandy} et al., Am. Stat. 69, No. 4, 283--291 (2015; Zbl 07671745) Full Text: DOI arXiv OpenURL
Lang, Joseph B. A closer look at testing the “no-treatment-effect” hypothesis in a comparative experiment. (English) Zbl 1332.62065 Stat. Sci. 30, No. 3, 352-371 (2015). MSC: 62F03 62G10 PDF BibTeX XML Cite \textit{J. B. Lang}, Stat. Sci. 30, No. 3, 352--371 (2015; Zbl 1332.62065) Full Text: DOI arXiv Euclid OpenURL
Ernest, Jan; Bühlmann, Peter Marginal integration for nonparametric causal inference. (English) Zbl 1330.62171 Electron. J. Stat. 9, No. 2, 3155-3194 (2015). MSC: 62G05 62H12 PDF BibTeX XML Cite \textit{J. Ernest} and \textit{P. Bühlmann}, Electron. J. Stat. 9, No. 2, 3155--3194 (2015; Zbl 1330.62171) Full Text: DOI arXiv Euclid OpenURL
Wang, Xiaoqin; Jin, Yin; Yin, Li Point and interval estimations of marginal risk difference by logistic model. (English) Zbl 1330.62100 Commun. Stat., Theory Methods 44, No. 17, 3703-3722 (2015). MSC: 62F10 62E17 62P10 62J02 PDF BibTeX XML Cite \textit{X. Wang} et al., Commun. Stat., Theory Methods 44, No. 17, 3703--3722 (2015; Zbl 1330.62100) Full Text: DOI OpenURL
Wang, Xiaoqin; Yin, Li Identifying and estimating net effects of treatments in sequential causal inference. (English) Zbl 1327.62350 Electron. J. Stat. 9, No. 1, 1608-1643 (2015). MSC: 62H12 62H15 62F03 62F30 PDF BibTeX XML Cite \textit{X. Wang} and \textit{L. Yin}, Electron. J. Stat. 9, No. 1, 1608--1643 (2015; Zbl 1327.62350) Full Text: DOI Euclid OpenURL
Yin, Li; Wang, Xiaoqin Measuring and estimating treatment effect on count outcome in randomized trial and observational studies. (English) Zbl 1328.62194 Commun. Stat., Theory Methods 44, No. 5, 1080-1095 (2015). MSC: 62F99 62E17 PDF BibTeX XML Cite \textit{L. Yin} and \textit{X. Wang}, Commun. Stat., Theory Methods 44, No. 5, 1080--1095 (2015; Zbl 1328.62194) Full Text: DOI OpenURL
Liu, Keli; Meng, Xiao-Li Comment to: “A fruitful resolution to Simpson’s paradox via multiresolution inference”. (English) Zbl 07653619 Am. Stat. 68, No. 1, 17-29 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Liu} and \textit{X.-L. Meng}, Am. Stat. 68, No. 1, 17--29 (2014; Zbl 07653619) Full Text: DOI OpenURL
Sabbaghi, Arman; Rubin, Donald B. Comments on the Neyman-Fisher controversy and its consequences. (English) Zbl 1332.62007 Stat. Sci. 29, No. 2, 267-284 (2014). MSC: 62-03 62A01 01A60 62D05 62F03 62K10 PDF BibTeX XML Cite \textit{A. Sabbaghi} and \textit{D. B. Rubin}, Stat. Sci. 29, No. 2, 267--284 (2014; Zbl 1332.62007) Full Text: DOI arXiv Euclid OpenURL
Hoshino, Takahiro Semiparametric Bayesian estimation for marginal parametric potential outcome modeling: application to causal inference. (English) Zbl 1426.62189 J. Am. Stat. Assoc. 108, No. 504, 1189-1204 (2013). MSC: 62H30 62H25 62G07 62P20 PDF BibTeX XML Cite \textit{T. Hoshino}, J. Am. Stat. Assoc. 108, No. 504, 1189--1204 (2013; Zbl 1426.62189) Full Text: DOI OpenURL
Wang, Xiaoqin; Yin, Li Identification of confounding versus dispersing covariates by confounding influence. (English) Zbl 1279.62119 Commun. Stat., Theory Methods 42, No. 24, 4540-4556 (2013). MSC: 62H12 62J12 62F10 PDF BibTeX XML Cite \textit{X. Wang} and \textit{L. Yin}, Commun. Stat., Theory Methods 42, No. 24, 4540--4556 (2013; Zbl 1279.62119) Full Text: DOI OpenURL
Little, Roderick J. In praise of simplicity not mathematistry! ten simple powerful ideas for the statistical scientist. (English) Zbl 06195945 J. Am. Stat. Assoc. 108, No. 502, 359-369 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{R. J. Little}, J. Am. Stat. Assoc. 108, No. 502, 359--369 (2013; Zbl 06195945) Full Text: DOI Link OpenURL
Lin, Winston Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. (English) Zbl 1454.62217 Ann. Appl. Stat. 7, No. 1, 295-318 (2013). MSC: 62J05 PDF BibTeX XML Cite \textit{W. Lin}, Ann. Appl. Stat. 7, No. 1, 295--318 (2013; Zbl 1454.62217) Full Text: DOI arXiv Euclid OpenURL
Kang, Joseph; Su, Xiaogang; Hitsman, Brian; Liu, Kiang; Lloyd-Jones, Donald Tree-structured analysis of treatment effects with large observational data. (English) Zbl 07263488 J. Appl. Stat. 39, No. 3, 513-529 (2012). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Kang} et al., J. Appl. Stat. 39, No. 3, 513--529 (2012; Zbl 07263488) Full Text: DOI OpenURL
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data. (English) Zbl 1328.62609 J. Am. Stat. Assoc. 107, No. 498, 450-466 (2012). MSC: 62P20 91B40 PDF BibTeX XML Cite \textit{P. Frumento} et al., J. Am. Stat. Assoc. 107, No. 498, 450--466 (2012; Zbl 1328.62609) Full Text: DOI Link OpenURL
Zajonc, Tristan Bayesian inference for dynamic treatment regimes: mobility, equity, and efficiency in student tracking. (English) Zbl 1261.62107 J. Am. Stat. Assoc. 107, No. 497, 80-92 (2012). MSC: 62P25 62F15 PDF BibTeX XML Cite \textit{T. Zajonc}, J. Am. Stat. Assoc. 107, No. 497, 80--92 (2012; Zbl 1261.62107) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{M. Kuroki} and \textit{Z. Cai}, Scand. J. Stat. 38, No. 3, 564--577 (2011; Zbl 1246.03044) Full Text: DOI OpenURL
Shen, Changyu; Li, Xiaochun; Li, Lingling; Were, Martin C. Sensitivity analysis for causal inference using inverse probability weighting. (English) Zbl 1226.62126 Biom. J. 53, No. 5, 822-837 (2011). MSC: 62P10 62F10 62N02 65C60 PDF BibTeX XML Cite \textit{C. Shen} et al., Biom. J. 53, No. 5, 822--837 (2011; Zbl 1226.62126) Full Text: DOI Link OpenURL
Karwa, Vishesh; Slavković, Aleksandra B.; Donnell, Eric T. Causal inference in transportation safety studies: comparison of potential outcomes and causal diagrams. (English) Zbl 1223.62175 Ann. Appl. Stat. 5, No. 2B, 1428-1455 (2011). MSC: 62P99 62F15 65C60 68T35 PDF BibTeX XML Cite \textit{V. Karwa} et al., Ann. Appl. Stat. 5, No. 2B, 1428--1455 (2011; Zbl 1223.62175) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{M. Lechner}, Econom. Rev. 30, No. 1, 109--127 (2011; Zbl 1208.91116) Full Text: DOI OpenURL
Imai, Kosuke; Keele, Luke; Yamamoto, Teppei Identification, inference and sensitivity analysis for causal mediation effects. (English) Zbl 1328.62478 Stat. Sci. 25, No. 1, 51-71 (2010). MSC: 62J20 62P25 62G05 PDF BibTeX XML Cite \textit{K. Imai} et al., Stat. Sci. 25, No. 1, 51--71 (2010; Zbl 1328.62478) Full Text: DOI arXiv Euclid OpenURL
Lee, Youngjo; Nelder, John A. Likelihood inference for models with unobservables: another view. (English) Zbl 1329.62337 Stat. Sci. 24, No. 3, 255-269 (2009). MSC: 62J12 62F10 62F15 62G08 62-02 PDF BibTeX XML Cite \textit{Y. Lee} and \textit{J. A. Nelder}, Stat. Sci. 24, No. 3, 255--269 (2009; Zbl 1329.62337) Full Text: DOI arXiv Euclid OpenURL
Stoye, Jörg Partial identification and robust treatment choice: an application to young offenders. (English) Zbl 1211.62191 J. Stat. Theory Pract. 3, No. 1, 239-254 (2009). MSC: 62P25 62C20 65C60 PDF BibTeX XML Cite \textit{J. Stoye}, J. Stat. Theory Pract. 3, No. 1, 239--254 (2009; Zbl 1211.62191) Full Text: DOI OpenURL
Pearl, Judea Causal inference in statistics: an overview. (English) Zbl 1300.62013 Stat. Surv. 3, 96-146 (2009). MSC: 62A01 62A99 62A09 PDF BibTeX XML Cite \textit{J. Pearl}, Stat. Surv. 3, 96--146 (2009; Zbl 1300.62013) Full Text: DOI OpenURL
McCullagh, Peter Sampling bias and logistic models. (English) Zbl 05563363 J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 643-677 (2008). MSC: 62-XX PDF BibTeX XML Cite \textit{P. McCullagh}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 643--677 (2008; Zbl 05563363) Full Text: DOI OpenURL
Rubin, Donald B. For objective causal inference, design trumps analysis. (English) Zbl 1149.62089 Ann. Appl. Stat. 2, No. 3, 808-840 (2008). MSC: 62P10 62P99 PDF BibTeX XML Cite \textit{D. B. Rubin}, Ann. Appl. Stat. 2, No. 3, 808--840 (2008; Zbl 1149.62089) Full Text: DOI arXiv OpenURL
VanderWeele, Tyler J. Simple relations between principal stratification and direct and indirect effects. (English) Zbl 1317.62007 Stat. Probab. Lett. 78, No. 17, 2957-2962 (2008). MSC: 62C99 62P10 PDF BibTeX XML Cite \textit{T. J. VanderWeele}, Stat. Probab. Lett. 78, No. 17, 2957--2962 (2008; Zbl 1317.62007) Full Text: DOI OpenURL
Qin, Li; Gilbert, Peter B.; Follmann, Dean; Li, Dongfeng Assessing surrogate endpoints in vaccine trials with case-cohort sampling and the Cox model. (English) Zbl 1138.62082 Ann. Appl. Stat. 2, No. 1, 386-407 (2008). MSC: 62P10 62N02 PDF BibTeX XML Cite \textit{L. Qin} et al., Ann. Appl. Stat. 2, No. 1, 386--407 (2008; Zbl 1138.62082) Full Text: DOI arXiv OpenURL
Lechner, Michael A note on endogenous control variables in causal studies. (English) Zbl 1290.62012 Stat. Probab. Lett. 78, No. 2, 190-195 (2008). MSC: 62A01 PDF BibTeX XML Cite \textit{M. Lechner}, Stat. Probab. Lett. 78, No. 2, 190--195 (2008; Zbl 1290.62012) Full Text: DOI Link OpenURL
Kang, Joseph D. Y.; Schafer, Joseph L. Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. (English) Zbl 1246.62073 Stat. Sci. 22, No. 4, 523-539 (2007). MSC: 62F35 62F10 62A99 65C60 PDF BibTeX XML Cite \textit{J. D. Y. Kang} and \textit{J. L. Schafer}, Stat. Sci. 22, No. 4, 523--539 (2007; Zbl 1246.62073) Full Text: DOI arXiv Euclid OpenURL
Hoshino, Takahiro Doubly robust-type estimation for covariate adjustment in latent variable modeling. (English) Zbl 1291.62213 Psychometrika 72, No. 4, 535-549 (2007). MSC: 62P15 PDF BibTeX XML Cite \textit{T. Hoshino}, Psychometrika 72, No. 4, 535--549 (2007; Zbl 1291.62213) Full Text: DOI OpenURL
Swamy, P. A. V. B.; Tavlas, George S. The New Keynesian Phillips curve and inflation expectations: re-specification and interpretation. (English) Zbl 1109.91391 Econ. Theory 31, No. 2, 293-306 (2007). MSC: 91B64 PDF BibTeX XML Cite \textit{P. A. V. B. Swamy} and \textit{G. S. Tavlas}, Econ. Theory 31, No. 2, 293--306 (2007; Zbl 1109.91391) Full Text: DOI Link OpenURL
Fienberg, Stephen E. Comment: Complex causal questions require careful model formulation: Discussion of Rubin on experiments with “censoring” due to death. (English) Zbl 1246.62205 Stat. Sci. 21, No. 3, 317-318 (2006). MSC: 62P10 PDF BibTeX XML Cite \textit{S. E. Fienberg}, Stat. Sci. 21, No. 3, 317--318 (2006; Zbl 1246.62205) Full Text: DOI arXiv Euclid OpenURL
Rubin, Donald B. Causal inference through potential outcomes and principal stratification: application to studies with “censoring” due to death. (English) Zbl 1246.62198 Stat. Sci. 21, No. 3, 299-309 (2006). MSC: 62N01 62P10 PDF BibTeX XML Cite \textit{D. B. Rubin}, Stat. Sci. 21, No. 3, 299--309 (2006; Zbl 1246.62198) Full Text: DOI arXiv Euclid OpenURL
Mithas, Sunil; Almirall, Daniel; Krishnan, M. S. Do CRM systems cause one-to-one marketing effectiveness? (English) Zbl 1426.62323 Stat. Sci. 21, No. 2, 223-233 (2006). MSC: 62P10 PDF BibTeX XML Cite \textit{S. Mithas} et al., Stat. Sci. 21, No. 2, 223--233 (2006; Zbl 1426.62323) Full Text: DOI arXiv Euclid OpenURL
Rubin, Donald B.; Waterman, Richard P. Estimating the causal effects of marketing interventions using propensity score methodology. (English) Zbl 1426.62325 Stat. Sci. 21, No. 2, 206-222 (2006). MSC: 62P10 PDF BibTeX XML Cite \textit{D. B. Rubin} and \textit{R. P. Waterman}, Stat. Sci. 21, No. 2, 206--222 (2006; Zbl 1426.62325) Full Text: DOI arXiv Euclid OpenURL
Rubin, Donald B. Conceptual, computational and inferential benefits of the missing data perspective in applied and theoretical statistical problems. (English) Zbl 1109.62128 Allg. Stat. Arch. 90, No. 4, 501-513 (2006). MSC: 62P99 62Pxx 65C60 PDF BibTeX XML Cite \textit{D. B. Rubin}, Allg. Stat. Arch. 90, No. 4, 501--513 (2006; Zbl 1109.62128) Full Text: DOI OpenURL