optweight
Targeted Stable Balancing Weights Using Optimization
Use optimization to estimate weights that balance covariates for binary, multinomial, and continuous treatments in the spirit of Zubizarreta (2015) <doi:10.1080/01621459.2015.1023805>. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates.
Tests Vignettes
Available Snapshots
This version of optweight can be found in the following snapshots:
- 2020-07-19
- 2020-08-15
- 2020-09-20
- 2020-10-24
- 2020-11-21
- 2020-12-21
- 2021-02-01
- 2021-03-08
- 2021-04-15
- 2021-05-16
- 2021-06-20
- 2021-07-23
- 2021-09-11
- 2021-10-17
- 2021-11-19
- 2022-02-11
- 2022-03-21
- 2022-05-16
- 2022-06-15
- 2022-08-31
- 2022-10-20
- 2022-12-21
- 2023-01-25
- 2023-03-13
- 2023-05-14
- 2023-06-29
- 2023-08-24
- 2023-09-19
- 2023-10-19
- 2023-12-05
- 2024-03-01
- 2024-06-12
- 2024-09-23
- 2024-11-20
Dependencies
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