ivDiag-package: IV Estimation and Diagnostics
In apoorvalal/ivDiag: Estimation and Diagnostic Tools for Instrumental Variables Designs
ivDiag-package R Documentation
IV Estimation and Diagnostics
Description
Conducts various estimation and diagnostic procedure for instrumental variable designs in one shot.
Details
Provides estimation and diagnostic tools for instrumental variables designs, which implements the guidelines proposed in Lal et al. (2023) <arXiv:2303.11399>, including bootstrapped confidence intervals, effective F-statistic, Anderson-Rubin test, valid-t ratio test, and local-to-zero tests.
See ivDiag for details.
Author(s)
Apoorva Lal; Yiqing Xu
References
Lal, Apoorva, Mackenzie William Lockhart, Yiqing Xu, and Ziwen Zu. 2023. "How Much Should We Trust Instrumental Variable Estimates in Political Science? Practical Advice Based on 67 Replicated Studies." Available at: https://yiqingxu.org/papers/english/2021_iv/LLXZ.pdf
apoorvalal/ivDiag documentation built on July 12, 2024, 12:53 p.m.
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| ivDiag-package | R Documentation |
IV Estimation and Diagnostics
Description
Conducts various estimation and diagnostic procedure for instrumental variable designs in one shot.
Details
Provides estimation and diagnostic tools for instrumental variables designs, which implements the guidelines proposed in Lal et al. (2023) <arXiv:2303.11399>, including bootstrapped confidence intervals, effective F-statistic, Anderson-Rubin test, valid-t ratio test, and local-to-zero tests.
See ivDiag for details.
Author(s)
Apoorva Lal; Yiqing Xu
References
Lal, Apoorva, Mackenzie William Lockhart, Yiqing Xu, and Ziwen Zu. 2023. "How Much Should We Trust Instrumental Variable Estimates in Political Science? Practical Advice Based on 67 Replicated Studies." Available at: https://yiqingxu.org/papers/english/2021_iv/LLXZ.pdf
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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