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SurrogateParadoxTest: Empirical Testing of Surrogate Paradox Assumptions
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>.
Getting started
Browse package contents
Package details |
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|---|---|
| Author | Emily Hsiao [aut, cre] |
| Maintainer | Emily Hsiao <ehsiao@utexas.edu> |
| License | GPL |
| Version | 2.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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