NB-class

The functions <code>NB</code> returns an object of the type
<code>NB</code>.
An object of class '<code>NB</code>' is a list with at least the following components:
<dl>
<dt>prior</dt>
<dd>Matrix with prior probabilities, i.e. marginal class probabilities Pr(class)</dd><dt>pcond</dt>
<dd>list of matrices with conditional probabilities of the features given
the classes (one list element per class), Pr(x|class)</dd><dt>classes</dt>
<dd>Names (character vector) of the classes</dd><dt>xvar</dt>
<dd>number of repetitions of the CV</dd><dt>xmodel</dt>
<dd>Number of folds of the CV</dd><dt>model</dt>
<dd>Number of folds of the CV</dd>
</dl>

Various methods for targeted and semiparametric inference including
augmented inverse probability weighted (AIPW) estimators for missing data and
causal inference (Bang and Robins (2005) <doi:10.1111/j.1541-0420.2005.00377.x>),
variable importance and conditional average treatment effects (CATE)
(van der Laan (2006) <doi:10.2202/1557-4679.1008>),
estimators for risk differences and relative risks (Richardson et al. (2017)
<doi:10.1080/01621459.2016.1192546>), assumption lean inference for generalized
linear model parameters (Vansteelandt et al. (2022) <doi:10.1111/rssb.12504>).

Klaus Holst

targeted

Targeted Inference

Klaus K. Holst

Andreas Nordland

NB-class function

The following S3 generic functions are available for an object of class <code>NB</code>:<dl>
<dt><code>predict</code></dt>
<dd>Predict class probabilities for new features data.</dd><dt><code>print</code></dt>
<dd>Basic print method.</dd>
</dl>

S3 generics

The functions <code>NB</code> returns an object of the type
<code>NB</code>.
An object of class '<code>NB</code>' is a list with at least the following components:
<dl>
<dt>prior</dt>
<dd>Matrix with prior probabilities, i.e. marginal class probabilities Pr(class)</dd>

<dt>pcond</dt>
<dd>list of matrices with conditional probabilities of the features given
the classes (one list element per class), Pr(x|class)</dd>

<dt>classes</dt>
<dd>Names (character vector) of the classes</dd>

<dt>xvar</dt>
<dd>number of repetitions of the CV</dd>

<dt>xmodel</dt>
<dd>Number of folds of the CV</dd>

<dt>model</dt>
<dd>Number of folds of the CV</dd>


</dl>

NB class object — NB-class

The following S3 generic functions are available for an object of class <code>NB</code>:<dl>
<dt><code>predict</code></dt>
<dd>Predict class probabilities for new features data.</dd>

<dt><code>print</code></dt>
<dd>Basic print method.</dd>


</dl>

NB-class: NB class object

Description

Arguments

Value

S3 generics

See Also

Examples