Data on 102 male and 100 female athletes collected at the Australian
Institute of Sport.

datasets

It fits a robust linear quantile regression model using a new family of zero-quantile distributions for the error term. Missing values and censored observations can be handled as well. This family of distribution includes skewed versions of the Normal, Student's t, Laplace, Slash and Contaminated Normal distribution. It also performs logistic quantile regression for bounded responses as shown in Galarza et.al.(2020) <doi:10.1007/s13571-020-00231-0>. It provides estimates and full inference. It also provides envelopes plots for assessing the fit and confidences bands when several quantiles are provided simultaneously.

Christian Galarza

Robust Linear Quantile Regression

ais function

This data frame contains the following columns:<dl>
 <dt>Sex</dt>
<dd>(0 = male or 1 = female)</dd> <dt>Ht</dt>
<dd>height (cm)</dd> <dt>Wt</dt>
<dd>weight (kg)</dd> <dt>LBM</dt>
<dd>lean body mass</dd> <dt>RCC</dt>
<dd>red cell count</dd> <dt>WCC</dt>
<dd>white cell count</dd> <dt>Hc</dt>
<dd>Hematocrit</dd> <dt>Hg</dt>
<dd>Hemoglobin</dd> <dt>Ferr</dt>
<dd>plasma ferritin concentration</dd> <dt>BMI</dt>
<dd>body mass index, weight/(height)**2</dd> <dt>SSF</dt>
<dd>sum of skin folds</dd> <dt>Bfat</dt>
<dd>Percent body fat</dd> <dt>Label</dt>
<dd>Case Labels</dd> <dt>Sport</dt>
<dd>Sport</dd> 
</dl>

Format

Australian institute of sport data — ais

This data frame contains the following columns:<dl>
 <dt>Sex</dt>
<dd>(0 = male or 1 = female)</dd>

 <dt>Ht</dt>
<dd>height (cm)</dd>

 <dt>Wt</dt>
<dd>weight (kg)</dd>

 <dt>LBM</dt>
<dd>lean body mass</dd>

 <dt>RCC</dt>
<dd>red cell count</dd>

 <dt>WCC</dt>
<dd>white cell count</dd>

 <dt>Hc</dt>
<dd>Hematocrit</dd>

 <dt>Hg</dt>
<dd>Hemoglobin</dd>

 <dt>Ferr</dt>
<dd>plasma ferritin concentration</dd>

 <dt>BMI</dt>
<dd>body mass index, weight/(height)**2</dd>

 <dt>SSF</dt>
<dd>sum of skin folds</dd>

 <dt>Bfat</dt>
<dd>Percent body fat</dd>

 <dt>Label</dt>
<dd>Case Labels</dd>

 <dt>Sport</dt>
<dd>Sport</dd>

 
</dl>

ais: Australian institute of sport data

Description

Arguments

Format

References