diabetes

A diabetes dataset on 1,000 patients.

datasets

internal

This is a companion to Henry-Stewart talk by Zhao (2026, <doi:10.69645/FRFQ9519>),
which gathers information, metadata and scripts to showcase modern genetic analysis -- ranging from testing
of polymorphic variant(s) for Hardy-Weinberg equilibrium, association with traits using genetic and statistical
models, Bayesian implementation, power calculation in study design, and genetic annotation. It also covers
R integration with the Linux environment, GitHub, package creation and web applications. The earlier version
by Zhao (2009, <doi:10.69645/DCRY5578>) provides an brief introduction to these topics.

Jing Zhao

gaawr2

Genetic Association Analysis

Jing Hua Zhao

Benjamin Altmann

Brian Ripley

diabetes function

A data frame with 1,000 rows and 14 variables:<dl>
<dt><code>ID</code></dt>
<dd>Unique identifier for each patient (unitless).</dd><dt><code>No_Pation</code></dt>
<dd>Patient number (unitless).</dd><dt><code>Gender</code></dt>
<dd>Categorical variable (Female, Male).</dd><dt><code>AGE</code></dt>
<dd>Years (age of the person).</dd><dt><code>Urea</code></dt>
<dd>Chief nitrogenous end product of the metabolic breakdown of proteins in milligrams per deciliter (mg/dL).</dd><dt><code>Cr</code></dt>
<dd>Creatinine ratio (Cr) (mg/dL).</dd><dt><code>HbA1c</code></dt>
<dd>Hemoglobin A1c (HbA1c) % (percentage).</dd><dt><code>Chol</code></dt>
<dd>Cholesterol (Chol) (mg/dL).</dd><dt><code>TG</code></dt>
<dd>Triglycerides (TG) (mg/dL).</dd><dt><code>HDL</code></dt>
<dd>High-density lipoprotein (HDL) (mg/dL).</dd><dt><code>LDL</code></dt>
<dd>Low-density lipoprotein (LDL) (mg/dL).</dd><dt><code>VLDL</code></dt>
<dd>Very-low-density lipoprotein (VLDL) (mg/dL).</dd><dt><code>BMI</code></dt>
<dd>Body mass index (BMI).</dd><dt><code>CLASS</code></dt>
<dd>Class (the patient's diabetes disease class may be Diabetic, Non-Diabetic, or Predict-Diabetic).</dd>
</dl>

Format

Diabetes Dataset — diabetes

A data frame with 1,000 rows and 14 variables:<dl>
<dt><code>ID</code></dt>
<dd>Unique identifier for each patient (unitless).</dd>

<dt><code>No_Pation</code></dt>
<dd>Patient number (unitless).</dd>

<dt><code>Gender</code></dt>
<dd>Categorical variable (Female, Male).</dd>

<dt><code>AGE</code></dt>
<dd>Years (age of the person).</dd>

<dt><code>Urea</code></dt>
<dd>Chief nitrogenous end product of the metabolic breakdown of proteins in milligrams per deciliter (mg/dL).</dd>

<dt><code>Cr</code></dt>
<dd>Creatinine ratio (Cr) (mg/dL).</dd>

<dt><code>HbA1c</code></dt>
<dd>Hemoglobin A1c (HbA1c) % (percentage).</dd>

<dt><code>Chol</code></dt>
<dd>Cholesterol (Chol) (mg/dL).</dd>

<dt><code>TG</code></dt>
<dd>Triglycerides (TG) (mg/dL).</dd>

<dt><code>HDL</code></dt>
<dd>High-density lipoprotein (HDL) (mg/dL).</dd>

<dt><code>LDL</code></dt>
<dd>Low-density lipoprotein (LDL) (mg/dL).</dd>

<dt><code>VLDL</code></dt>
<dd>Very-low-density lipoprotein (VLDL) (mg/dL).</dd>

<dt><code>BMI</code></dt>
<dd>Body mass index (BMI).</dd>

<dt><code>CLASS</code></dt>
<dd>Class (the patient's diabetes disease class may be Diabetic, Non-Diabetic, or Predict-Diabetic).</dd>


</dl>

diabetes: Diabetes Dataset

Description

Usage

Arguments

Format

Details

See Also

Examples