targeted-class

riskreg.targeted

ate.targeted

The functions <code>riskreg</code> and <code>ate</code> returns an object of the type <code>targeted</code>.
An object of class '<code>targeted</code>' is a list with at least the following components:<dl>
<dt>estimate</dt>
<dd>An <code>estimate</code> object with the target parameter
estimates (see <code><a href="https://kkholst.github.io/lava/reference/estimate.default.html">estimate.default</a></code>)</dd><dt>opt</dt>
<dd>Object returned from the applied optimization routine</dd><dt>npar</dt>
<dd>number of parameters of the model (target and nuisance)</dd><dt>type</dt>
<dd>String describing the model</dd>
</dl>

Various methods for targeted and semiparametric inference including
augmented inverse probability weighted estimators for missing data and
causal inference (Bang and Robins (2005) <doi:10.1111/j.1541-0420.2005.00377.x>)
and estimators for risk differences and relative risks (Richardson et al. (2017)
<doi:10.1080/01621459.2016.1192546>).

Klaus Holst

targeted

Targeted Inference

Klaus K. Holst

Andreas Nordland

targeted-class function

The following S3 generic functions are available for an object of class <code>targeted</code>:<ul>
<li><code>coef</code>Extract target coefficients of the estimated model.</li>
<li><code>vcov</code>Extract the variance-covariance matrix of the target parameters.</li>
<li><code>IC</code>Extract the estimated influence function.</li>
<li><code>print</code>Print estimates of the target parameters.</li>
<li><code>summary</code>Extract information on both target parameters and estimated nuisance model.'</li>
</ul>

S3 generics

The functions <code>riskreg</code> and <code>ate</code> returns an object of the type <code>targeted</code>.
An object of class '<code>targeted</code>' is a list with at least the following components:<dl>
<dt>estimate</dt>
<dd>An <code>estimate</code> object with the target parameter
estimates (see <code><a href='https://kkholst.github.io/lava/reference/estimate.default.html'>estimate.default</a></code>)</dd>

<dt>opt</dt>
<dd>Object returned from the applied optimization routine</dd>

<dt>npar</dt>
<dd>number of parameters of the model (target and nuisance)</dd>

<dt>type</dt>
<dd>String describing the model</dd>


</dl>

targeted class object — targeted-class

The following S3 generic functions are available for an object of class <code>targeted</code>:<ul>
<li><code>coef</code>Extract target coefficients of the estimated model.</li>
<li><code>vcov</code>Extract the variance-covariance matrix of the target parameters.</li>
<li><code>IC</code>Extract the estimated influence function.</li>
<li><code>print</code>Print estimates of the target parameters.</li>
<li><code>summary</code>Extract information on both target parameters and estimated nuisance model.'</li>
</ul>

targeted-class: targeted class object

Description

Arguments

Value

S3 generics

See Also

Examples