<code>ens</code> is a data-base that reo collected by the Chilean National Health Survey in order to study the health status of the population and policy making. This survey was performed between 2016 and 2017

datasets

Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.

Francisco Segovia

abms

Augmented Bayesian Model Selection for Regression Models

Luis Gutierres

Ramses Mena

ens function

A Data frame with 3238 rows and 15 variables (columns):<dl>
<dt><code>pas</code></dt>
<dd>Blood systolic pressure</dd><dt><code>pad</code></dt>
<dd>Blood diastolic pressure</dd><dt><code>age</code></dt>
<dd>In years</dd><dt><code>waist</code></dt>
<dd>diameter in centimeters</dd><dt><code>bmi</code></dt>
<dd>body mass index</dd><dt><code>weight</code></dt>
<dd>In centimeters</dd><dt><code>height</code></dt>
<dd>In centimeters</dd><dt><code>hypertension</code></dt>
<dd>Presence of hypertension (1: Yes, 0: No)</dd><dt><code>sedentary</code></dt>
<dd>sedentary person (1: Yes, 0: No)</dd><dt><code>smoker</code></dt>
<dd>1: Yes, 0: No</dd><dt><code>diabetes</code></dt>
<dd>1: Yes, 0: No</dd><dt><code>depression</code></dt>
<dd>1: Yes, 0: No</dd><dt><code>male</code></dt>
<dd>1: Yes, 0: female</dd><dt><code>scholar</code></dt>
<dd>Years of formal education</dd></dl>

Format

Chilean National Health Survey (2016-2017) — ens

A Data frame with 3238 rows and 15 variables (columns):<dl>
<dt><code>pas</code></dt>
<dd>Blood systolic pressure</dd>

<dt><code>pad</code></dt>
<dd>Blood diastolic pressure</dd>

<dt><code>age</code></dt>
<dd>In years</dd>

<dt><code>waist</code></dt>
<dd>diameter in centimeters</dd>

<dt><code>bmi</code></dt>
<dd>body mass index</dd>

<dt><code>weight</code></dt>
<dd>In centimeters</dd>

<dt><code>height</code></dt>
<dd>In centimeters</dd>

<dt><code>hypertension</code></dt>
<dd>Presence of hypertension (1: Yes, 0: No)</dd>

<dt><code>sedentary</code></dt>
<dd>sedentary person (1: Yes, 0: No)</dd>

<dt><code>smoker</code></dt>
<dd>1: Yes, 0: No</dd>

<dt><code>diabetes</code></dt>
<dd>1: Yes, 0: No</dd>

<dt><code>depression</code></dt>
<dd>1: Yes, 0: No</dd>

<dt><code>male</code></dt>
<dd>1: Yes, 0: female</dd>

<dt><code>scholar</code></dt>
<dd>Years of formal education</dd>

</dl>

ens: Chilean National Health Survey (2016-2017)

Description

Usage

Arguments

Format

Examples