Provides functions to nonparametrically assess assumptions necessary to prevent the surrogate paradox through hypothesis tests of stochastic dominance, monotonicity of regression functions, and non-negative residual treatment effects. More details are available in Hsiao et al 2025 (under review). A tutorial for this package can be found at <https://laylaparast.com/home/SurrogateParadoxTest.html>.
| Version: | 2.0 |
| Imports: | stats, MonotonicityTest |
| Published: | 2025-01-20 |
| DOI: | 10.32614/CRAN.package.SurrogateParadoxTest |
| Author: | Emily Hsiao [aut, cre] |
| Maintainer: | Emily Hsiao <ehsiao at utexas.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| NeedsCompilation: | no |
| CRAN checks: | SurrogateParadoxTest results |
| Reference manual: | SurrogateParadoxTest.html , SurrogateParadoxTest.pdf |
| Package source: | SurrogateParadoxTest_2.0.tar.gz |
| Windows binaries: | r-devel: SurrogateParadoxTest_2.0.zip, r-release: SurrogateParadoxTest_2.0.zip, r-oldrel: SurrogateParadoxTest_2.0.zip |
| macOS binaries: | r-release (arm64): SurrogateParadoxTest_2.0.tgz, r-oldrel (arm64): SurrogateParadoxTest_2.0.tgz, r-release (x86_64): SurrogateParadoxTest_2.0.tgz, r-oldrel (x86_64): SurrogateParadoxTest_2.0.tgz |
| Old sources: | SurrogateParadoxTest archive |
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