dengue_SP

The <code>dengue_SP</code> example data set reports the weekly number of notified dengue cases in
the municipality of São Paulo together with climatic covariates. Data was sourced from
Infodengue (see <code>@source</code>).

datasets

Supports modeling health outcomes using Bayesian hierarchical
spatio-temporal models with complex covariate effects (e.g., linear,
non-linear, interactions, distributed lag linear and non-linear
models) in the 'INLA' framework. It is designed to help users identify key
drivers and predictors of disease risk by enabling streamlined model
exploration, comparison, and visualization of complex covariate effects.
See an application of the modelling framework in Lowe, Lee, O'Reilly et al. (2021)
<doi:10.1016/S2542-5196(20)30292-8>.

Carles Milà

GHRmodel

Bayesian Hierarchical Modelling of Spatio-Temporal Health Data

Giovenale Moirano

Anna B. Kawiecki

Rachel Lowe

dengue_SP function

A data frame with 678 rows and 8 columns:<dl>
<dt><code>date</code></dt>
<dd>First day of the week, in date format ("%d-%m-%Y")</dd><dt><code>geocode</code></dt>
<dd>Unique ID code for São Paulo microregion</dd><dt><code>cases</code></dt>
<dd>Number of notified dengue cases</dd><dt><code>year</code></dt>
<dd>Year 2000 - 2022</dd><dt><code>temp_med</code></dt>
<dd>Weekly average daily mean temperature</dd><dt><code>precip_tot</code></dt>
<dd>Weekly cumulative precipitation</dd><dt><code>enso</code></dt>
<dd>El Niño-Southern Oscillation Index</dd><dt><code>pop</code></dt>
<dd>Number of inhabitants</dd>
</dl>

Format

Dengue cases from the "São Paulo" state of Brazil — dengue_SP

A data frame with 678 rows and 8 columns:<dl>
<dt><code>date</code></dt>
<dd>First day of the week, in date format ("%d-%m-%Y")</dd>

<dt><code>geocode</code></dt>
<dd>Unique ID code for São Paulo microregion</dd>

<dt><code>cases</code></dt>
<dd>Number of notified dengue cases</dd>

<dt><code>year</code></dt>
<dd>Year 2000 - 2022</dd>

<dt><code>temp_med</code></dt>
<dd>Weekly average daily mean temperature</dd>

<dt><code>precip_tot</code></dt>
<dd>Weekly cumulative precipitation</dd>

<dt><code>enso</code></dt>
<dd>El Niño-Southern Oscillation Index</dd>

<dt><code>pop</code></dt>
<dd>Number of inhabitants</dd>


</dl>

dengue_SP: Dengue cases from the "São Paulo" state of Brazil

Description

Usage

Arguments

Format