svyreg_huber

The function <code>svyreg_huber</code> is deprecated; use instead
 <code>svyreg_huberM</code>.

svyreg_huber-deprecated

Robust (outlier-resistant) estimators of finite population
characteristics like of means, totals, ratios, regression, etc. Available
methods are M- and GM-estimators of regression, weight reduction,
trimming, and winsorization. The package extends the 'survey'
<https://CRAN.R-project.org/package=survey> package.

Tobias Schoch

robsurvey

Robust Survey Statistics Estimation

Beat Hulliger

Martin Sterchi

R-core 

svyreg_huber-deprecated function

<dl> <dt>formula</dt>
<dd>a <code>[formula]</code> object (i.e., symbolic description
 of the model)</dd> <dt>design</dt>
<dd>an object of class <code>survey.design</code>; see
 <code>svydesign</code>.</dd> <dt>k</dt>
<dd><code>[double]</code> robustness tuning constant
 (\(0 &lt; k \leq \infty\)).</dd> <dt>var</dt>
<dd>a one-sided <code>[formula]</code> object or variable name
 (<code>[character]</code>) that defines the heteroscedastic variance
 or <code>[NULL]</code> indicating homoscedastic variance (default:
 <code>NULL</code>).</dd> <dt>na.rm</dt>
<dd><code>[logical]</code> indicating whether <code>NA</code> values should
 be removed before the computation proceeds (default: <code>FALSE</code>).</dd> <dt>asym</dt>
<dd><code>[logical]</code> toggle for asymmetric Huber psi-function
 (default: <code>FALSE</code>).</dd> <dt>verbose</dt>
<dd><code>[logical]</code> indicating whether additional information
 is printed to the console (default: <code>TRUE</code>).</dd> <dt>...</dt>
<dd>additional arguments passed to the method (e.g., <code>maxit</code>:
 maxit number of iterations, etc.).</dd></dl>

Arguments

Deprecated Huber Robust Survey Regression M-Estimator — svyreg_huber-deprecated

<dl>

 <dt>formula</dt>
<dd>a <code>[formula]</code> object (i.e., symbolic description
 of the model)</dd>

 <dt>design</dt>
<dd>an object of class <code>survey.design</code>; see
 <code>svydesign</code>.</dd>

 <dt>k</dt>
<dd><code>[double]</code> robustness tuning constant
 (\(0 &lt; k \leq \infty\)).</dd>

 <dt>var</dt>
<dd>a one-sided <code>[formula]</code> object or variable name
 (<code>[character]</code>) that defines the heteroscedastic variance
 or <code>[NULL]</code> indicating homoscedastic variance (default:
 <code>NULL</code>).</dd>

 <dt>na.rm</dt>
<dd><code>[logical]</code> indicating whether <code>NA</code> values should
 be removed before the computation proceeds (default: <code>FALSE</code>).</dd>

 <dt>asym</dt>
<dd><code>[logical]</code> toggle for asymmetric Huber psi-function
 (default: <code>FALSE</code>).</dd>

 <dt>verbose</dt>
<dd><code>[logical]</code> indicating whether additional information
 is printed to the console (default: <code>TRUE</code>).</dd>

 <dt>...</dt>
<dd>additional arguments passed to the method (e.g., <code>maxit</code>:
 maxit number of iterations, etc.).</dd>

</dl>

svyreg_huber-deprecated: Deprecated Huber Robust Survey Regression M-Estimator

Description

Usage

Value

Arguments

Details

See Also