calc_NB_moments

Calculates the first two moments of the bivariate distribution of NB_model and NB_all

Provides additional functions for evaluating predictive models, including plotting calibration curves and model-based Receiver Operating Characteristic (mROC) based on Sadatsafavi et al (2021) <arXiv:2003.00316>.

Amin Adibi

predtools

Prediction Model Tools

Mohsen Sadatsafavi

Abdollah Safari

Tae Yoon Lee

calc_NB_moments function

<dl><dt>Y</dt>
<dd>Vector of the binary response variable</dd>
<dt>pi</dt>
<dd>Vector of predicted risks</dd>
<dt>z</dt>
<dd>Decision threshold at which the NBs are calculated</dd>
<dt>weights</dt>
<dd>Optinal - observation weights</dd></dl>

Arguments

Calculates the first two moments of the bivariate distribution of NB_model and NB_all — calc_NB_moments

<dl>

<dt>Y</dt>
<dd>Vector of the binary response variable</dd>


<dt>pi</dt>
<dd>Vector of predicted risks</dd>


<dt>z</dt>
<dd>Decision threshold at which the NBs are calculated</dd>


<dt>weights</dt>
<dd>Optinal - observation weights</dd>

</dl>

calc_NB_moments: Calculates the first two moments of the bivariate distribution of NB_model and NB_all

Description

Usage

Value

Arguments