data_body

This dataset includes body composition data measured in 2148 adults aged 20
to 59 years in the United States. These data are taken from the National
Health and Nutrition Examination Survey (NHANES) 2017-2018:
<a href="https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2017">https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2017</a> (Centers for Disease Control and
Prevention, 2020).

datasets

Gaussian mixture graphical models include Bayesian networks and
dynamic Bayesian networks (their temporal extension) whose local probability
distributions are described by Gaussian mixture models. They are powerful
tools for graphically and quantitatively representing nonlinear dependencies
between continuous variables. This package provides a complete framework to
create, manipulate, learn the structure and the parameters, and perform
inference in these models. Most of the algorithms are described in the PhD
thesis of Roos (2018) <https://tel.archives-ouvertes.fr/tel-01943718>.

J<c3><a9>r<c3><a9>my Roos

gmgm

Gaussian Mixture Graphical Model Learning and Inference

Jérémy Roos

RATP Group 

data_body function

A data frame (tibble) with 2148 rows and 8 columns:<ul>
<li><code>ID</code>: respondent identifier;</li>
<li><code>GENDER</code>: gender (0: male, 1: female);</li>
<li><code>AGE</code>: age (years);</li>
<li><code>HEIGHT</code>: height (cm);</li>
<li><code>WEIGHT</code>: weight (kg);</li>
<li><code>FAT</code>: body fat (%);</li>
<li><code>WAIST</code>: waist circumference (cm);</li>
<li><code>GLYCO</code>: glycohemoglobin (%).</li>
</ul>

Format

This dataset includes body composition data measured in 2148 adults aged 20
to 59 years in the United States. These data are taken from the National
Health and Nutrition Examination Survey (NHANES) 2017-2018:
<a href='https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2017'>https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2017</a> (Centers for Disease Control and
Prevention, 2020).

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data_body: NHANES body composition dataset

Description

Usage

Arguments

Format

References

See Also