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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>.

Emily Hsiao

SurrogateParadoxTest

Empirical Testing of Surrogate Paradox Assumptions

T_m function

<dl> <dt>m</dt>
<dd>m window size</dd> <dt>X</dt>
<dd>Vector of X values</dd> <dt>Y</dt>
<dd>Vector of Y values</dd></dl>

Arguments

Author

Helper function for monotonicity test — T_m

<dl>

 <dt>m</dt>
<dd>m window size</dd>

 <dt>X</dt>
<dd>Vector of X values</dd>

 <dt>Y</dt>
<dd>Vector of Y values</dd>

</dl>

T_m: Helper function for monotonicity test

Description

Usage

Value

Arguments

Author