blood.pressure

Simulated blood pressure data created for usage in qrmix examples.

datasets

Implements the robust algorithm for fitting finite mixture models based on quantile regression proposed by Emir et al., 2017 (unpublished).

Maria los Angeles Resa

qrmix

Quantile Regression Mixture Models

blood.pressure function

A data frame with 500 observations on the following 7 variables.
  <dl class="dl-horizontal">
    <dt><code>bmi</code></dt><dd>a numeric vector referring to body mass index</dd>
    <dt><code>age</code></dt><dd>a numeric vector</dd>
    <dt><code>systolic</code></dt><dd>a numeric vector referring to systolic blood pressure</dd>
    <dt><code>diastolic</code></dt><dd>a numeric vector referring to diastolic blood pressure</dd>
    <dt><code>gender</code></dt><dd>a factor with levels <code>female</code> and <code>male</code></dd>
    <dt><code>race</code></dt><dd>a factor with levels <code>white</code>, <code>black</code>, and <code>other</code></dd>
    <dt><code>smoking</code></dt><dd>a factor with levels <code>yes</code> and <code>no</code></dd>
  </dl>

Format

Blood Pressure Data for qrmix
 — blood.pressure

A data frame with 500 observations on the following 7 variables.
  <dl class='dl-horizontal'>
    <dt><code>bmi</code></dt><dd>a numeric vector referring to body mass index</dd>
    <dt><code>age</code></dt><dd>a numeric vector</dd>
    <dt><code>systolic</code></dt><dd>a numeric vector referring to systolic blood pressure</dd>
    <dt><code>diastolic</code></dt><dd>a numeric vector referring to diastolic blood pressure</dd>
    <dt><code>gender</code></dt><dd>a factor with levels <code>female</code> and <code>male</code></dd>
    <dt><code>race</code></dt><dd>a factor with levels <code>white</code>, <code>black</code>, and <code>other</code></dd>
    <dt><code>smoking</code></dt><dd>a factor with levels <code>yes</code> and <code>no</code></dd>
  </dl>

blood.pressure: Blood Pressure Data for qrmix

Description

Usage

Arguments

Format