calculate_bandwidth

Calculates the appropriate bandwidth for Nadaraya-Watson kernel smoother.

internal

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

calculate_bandwidth function

<dl> <dt>s</dt>
<dd>Vector of surrogate values.</dd></dl>

Arguments

Author

Helper function for kernel smoother — calculate_bandwidth

<dl>

 <dt>s</dt>
<dd>Vector of surrogate values.</dd>

</dl>

calculate_bandwidth: Helper function for kernel smoother

Description

Usage

Value

Arguments

Author