resample

Creates a permutation of given size.

Implementation of Sequential BATTing (bootstrapping and aggregating of thresholds from trees) for developing threshold-based multivariate (prognostic/predictive) biomarker signatures. Variable selection is automatically built-in. Final signatures are returned with interaction plots for predictive signatures. Cross-validation performance evaluation and testing dataset results are also output. Detail algorithms are described in Huang et al (2017) <doi:10.1002/sim.7236>.

Xin Huang

SubgrpID

Patient Subgroup Identification for Clinical Drug Development

Yan Sun

Saptarshi Chatterjee

Paul Trow

resample function

<dl><dt>x</dt>
<dd>the x vector.</dd>
<dt>size</dt>
<dd>resampling size.</dd>
<dt>...</dt>
<dd>optional argument.</dd></dl>

Arguments

resample — resample

<dl>

<dt>x</dt>
<dd>the x vector.</dd>


<dt>size</dt>
<dd>resampling size.</dd>


<dt>...</dt>
<dd>optional argument.</dd>

</dl>

resample: resample

Description

Usage

Value

Arguments

Details