|
1
|
Zhao A, Lee Y, Small DS, Karmakar B. Evidence factors from multiple, possibly invalid, instrumental variables. Ann Stat 2022. [DOI: 10.1214/21-aos2148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Anqi Zhao
- Department of Statistics and Data Science, National University of Singapore
| | - Youjin Lee
- Department of Biostatistics, Brown University
| | - Dylan S. Small
- Department of Statistics and Data Science, University of Pennsylvania
| | | |
Collapse
|
|
2
|
Karmakar B, Small DS. Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. Ann Stat 2020. [DOI: 10.1214/19-aos1929] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
|
3
|
Fogarty CB. Studentized Sensitivity Analysis for the Sample Average Treatment Effect in Paired Observational Studies. J Am Stat Assoc 2019. [DOI: 10.1080/01621459.2019.1632072] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Colin B. Fogarty
- Operations Research and Statistics Group, MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA
| |
Collapse
|
|
4
|
Fogarty CB, Hasegawa RB. Extended sensitivity analysis for heterogeneous unmeasured confounding with an application to sibling studies of returns to education. Ann Appl Stat 2019. [DOI: 10.1214/18-aoas1215] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|