Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai |
|
2016
|
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric |
|
2018
|
Causal inference with confounders missing not at random. Zbl 1435.62059
Yang, S.; Wang, L.; Ding, P. |
|
2019
|
Discrete choice models for nonmonotone nonignorable missing data: identification and inference. Zbl 1406.62050
Tchetgen Tchetgen, Eric J.; Wang, Linbo; Sun, Baoluo |
|
2018
|
Identification and estimation of causal effects with outcomes truncated by death. Zbl 07072230
Wang, Linbo; Zhou, Xiao-Hua; Richardson, Thomas S. |
|
2017
|
Mapping the genetic-imaging-clinical pathway with applications to Alzheimer’s disease. Zbl 1515.62123
Yu, Dengdeng; Wang, Linbo; Kong, Dehan; Zhu, Hongtu |
|
2022
|
Instrumental variable estimation of the causal hazard ratio. Zbl 1522.62248
Wang, Linbo; Tchetgen Tchetgen, Eric; Martinussen, Torben; Vansteelandt, Stijn |
|
2023
|
On falsification of the binary instrumental variable model. Zbl 1506.62290
Wang, Linbo; Robins, James M.; Richardson, Thomas S. |
|
2017
|
Estimation of local treatment effects under the binary instrumental variable model. Zbl 07459738
Wang, Linbo; Zhang, Yuexia; Richardson, Thomas S.; Robins, James M. |
|
2021
|
Erratum to: “On falsification of the binary instrumental variable model”. Zbl 1506.62289
Wang, Linbo; Robins, James M.; Richardson, Thomas S. |
|
2017
|
Discussion of “Data-driven confounder selection via Markov and Bayesian networks” by Häggström. Zbl 1415.62129
Richardson, Thomas S.; Robins, James M.; Wang, Linbo |
|
2018
|
Causal analysis of ordinal treatments and binary outcomes under truncation by death. Zbl 1411.62332
Wang, Linbo; Richardson, Thomas S.; Zhou, Xiao-Hua |
|
2017
|
Multiplicative effect modelling: the general case. Zbl 07543342
Yin, J.; Markes, S.; Richardson, T. S.; Wang, L. |
|
2022
|
Ultra-high dimensional variable selection for doubly robust causal inference. Zbl 1522.62235
Tang, Dingke; Kong, Dehan; Pan, Wenliang; Wang, Linbo |
|
2023
|
Identifiability of causal effects with multiple causes and a binary outcome. Zbl 07474115
Kong, Dehan; Yang, Shu; Wang, Linbo |
|
2022
|
Instrumental variable estimation of the causal hazard ratio. Zbl 1522.62248
Wang, Linbo; Tchetgen Tchetgen, Eric; Martinussen, Torben; Vansteelandt, Stijn |
|
2023
|
Ultra-high dimensional variable selection for doubly robust causal inference. Zbl 1522.62235
Tang, Dingke; Kong, Dehan; Pan, Wenliang; Wang, Linbo |
|
2023
|
Mapping the genetic-imaging-clinical pathway with applications to Alzheimer’s disease. Zbl 1515.62123
Yu, Dengdeng; Wang, Linbo; Kong, Dehan; Zhu, Hongtu |
|
2022
|
Multiplicative effect modelling: the general case. Zbl 07543342
Yin, J.; Markes, S.; Richardson, T. S.; Wang, L. |
|
2022
|
Identifiability of causal effects with multiple causes and a binary outcome. Zbl 07474115
Kong, Dehan; Yang, Shu; Wang, Linbo |
|
2022
|
Estimation of local treatment effects under the binary instrumental variable model. Zbl 07459738
Wang, Linbo; Zhang, Yuexia; Richardson, Thomas S.; Robins, James M. |
|
2021
|
Causal inference with confounders missing not at random. Zbl 1435.62059
Yang, S.; Wang, L.; Ding, P. |
|
2019
|
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric |
|
2018
|
Discrete choice models for nonmonotone nonignorable missing data: identification and inference. Zbl 1406.62050
Tchetgen Tchetgen, Eric J.; Wang, Linbo; Sun, Baoluo |
|
2018
|
Discussion of “Data-driven confounder selection via Markov and Bayesian networks” by Häggström. Zbl 1415.62129
Richardson, Thomas S.; Robins, James M.; Wang, Linbo |
|
2018
|
Identification and estimation of causal effects with outcomes truncated by death. Zbl 07072230
Wang, Linbo; Zhou, Xiao-Hua; Richardson, Thomas S. |
|
2017
|
On falsification of the binary instrumental variable model. Zbl 1506.62290
Wang, Linbo; Robins, James M.; Richardson, Thomas S. |
|
2017
|
Erratum to: “On falsification of the binary instrumental variable model”. Zbl 1506.62289
Wang, Linbo; Robins, James M.; Richardson, Thomas S. |
|
2017
|
Causal analysis of ordinal treatments and binary outcomes under truncation by death. Zbl 1411.62332
Wang, Linbo; Richardson, Thomas S.; Zhou, Xiao-Hua |
|
2017
|
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai |
|
2016
|