cv.np

Function to calculate prodiction MSE for nonparametric method.

internal

Provides functions to estimate the proportion of treatment effect explained by the surrogate marker using a Bayesian Model Averaging approach. Duan and Parast (2023) <doi:10.1002/sim.9986>.

Yunshan Duan

SurrogateBMA

Flexible Evaluation of Surrogate Markers with Bayesian Model
Averaging

Layla Parast

cv.np function

<dl> <dt>Y</dt>
<dd>
</dd> <dt>S</dt>
<dd>
</dd> <dt>A</dt>
<dd>
</dd> <dt>Ytest</dt>
<dd>
</dd> <dt>Stest</dt>
<dd>
</dd> <dt>Atest</dt>
<dd>
</dd></dl>

Arguments

Author

Calculate prodiction MSE for nonparametric method — cv.np

<dl>

 <dt>Y</dt>
<dd>
</dd>

 <dt>S</dt>
<dd>
</dd>

 <dt>A</dt>
<dd>
</dd>

 <dt>Ytest</dt>
<dd>
</dd>

 <dt>Stest</dt>
<dd>
</dd>

 <dt>Atest</dt>
<dd>
</dd>

</dl>

cv.np: Calculate prodiction MSE for nonparametric method

Description

Usage

Value

Arguments

Author

References