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TODO
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TODO
Bugs
- PRIORITY: Fix bug in covariance calculation for htestimate.
Functionality
- IN PROGRESS: Add support for constant treatment effects and sharp null approximations.
- PRIORITY: Hajek ratio estimator.
- IN PROGRESS: Support clustering.
- Other extensions listed in the PDF: covariate adjustment, LATE, etc.
- TODO: see if assignment levels can be character strings.
- Pretty print of the estimation result.
Documentation
- Describe the project in Readme.md
- Add examples to htEstimate roxygen and Readme.md
- IN PROGRESS: Add header comments to all functions.
- Make sure all function bodies are well commented.
Testing
- IN PROGRESS: Test an htEstimate based on a re-randomized probMatrix (ri package or otherwise)
- Test a probability matrix based on re-randomization (ri package or otherwise)
- Compare HT results to those of additional packages (samplingVarEst, SamplingBook)
- Confirm that totals are correct.
- Create tests based on simple simulated data.
- Add more test cases.
Performance
- Benchmark performance on a large example.
- Vectorize more of the operations and/or use matrix operations.