Optimal linear combination predictive signatures for maximizing the area between two Receiver Operating Characteristic (ROC) curves (treatment vs. control).

Xin Huang

ROCSI

Receiver Operating Characteristic Based Signature Identification

HIC function

<dl><dt>beta</dt>
<dd>estimates of coefficient beta</dd>
<dt>Z</dt>
<dd>matrix prepared for ROCSI</dd>
<dt>index</dt>
<dd>m*n by 2 matrix for the subindex for the pair difference in Z</dd>
<dt>w</dt>
<dd>a vector of weights Z (can be used for inverse probability weighting for missing data, default is 1)</dd></dl>

Arguments

HIC — HIC

<dl>

<dt>beta</dt>
<dd>estimates of coefficient beta</dd>


<dt>Z</dt>
<dd>matrix prepared for ROCSI</dd>


<dt>index</dt>
<dd>m*n by 2 matrix for the subindex for the pair difference in Z</dd>


<dt>w</dt>
<dd>a vector of weights Z (can be used for inverse probability weighting for missing data, default is 1)</dd>

</dl>

HIC: HIC

Description

Usage

Value

Arguments

Details

Examples