saopaulo

Data from 2010 of the municipalities of Sao Paulo state, Brazil.

datasets

Fit a regression model for when the response variable is presented as a ratio or proportion. This adjustment can occur globally, with the same estimate for the entire study space, or locally, where a beta regression model is fitted for each region, considering only influential locations for that area. Da Silva, A. R. and Lima, A. O. (2017) <doi:10.1016/j.spasta.2017.07.011>.

Roberto Marques

gwbr

Local and Global Beta Regression

Alan da Silva

saopaulo function

A data frame with 644 observations and 14 variables:<dl>
<dt><code>municipality</code></dt>
<dd>Municipality name.</dd><dt><code>state</code></dt>
<dd>State.</dd><dt><code>geocode</code></dt>
<dd>Municipality geocode according to IBGE.</dd><dt><code>households</code></dt>
<dd>Number of households.</dd><dt><code>landline</code></dt>
<dd>Number of households with landline.</dd><dt><code>pop</code></dt>
<dd>Total population.</dd><dt><code>pop_rural</code></dt>
<dd>Rural population.</dd><dt><code>pop_urb</code></dt>
<dd>Urban population.</dd><dt><code>hdim</code></dt>
<dd>Municipal Human Development Index.</dd><dt><code>prop_urb</code></dt>
<dd>Proportion of urban population.</dd><dt><code>prop_poor</code></dt>
<dd>Proportion of poor population (Considering per capita household income equal or less than R$140.00 per month).</dd><dt><code>prop_landline</code></dt>
<dd>Proportion of households with landline.</dd><dt><code>x</code></dt>
<dd>Longitude of the centroid of the city.</dd><dt><code>y</code></dt>
<dd>Latitude of the centroid of the city.</dd>
</dl>

Format

Sao Paulo dataset — saopaulo

A data frame with 644 observations and 14 variables:<dl>
<dt><code>municipality</code></dt>
<dd>Municipality name.</dd>

<dt><code>state</code></dt>
<dd>State.</dd>

<dt><code>geocode</code></dt>
<dd>Municipality geocode according to IBGE.</dd>

<dt><code>households</code></dt>
<dd>Number of households.</dd>

<dt><code>landline</code></dt>
<dd>Number of households with landline.</dd>

<dt><code>pop</code></dt>
<dd>Total population.</dd>

<dt><code>pop_rural</code></dt>
<dd>Rural population.</dd>

<dt><code>pop_urb</code></dt>
<dd>Urban population.</dd>

<dt><code>hdim</code></dt>
<dd>Municipal Human Development Index.</dd>

<dt><code>prop_urb</code></dt>
<dd>Proportion of urban population.</dd>

<dt><code>prop_poor</code></dt>
<dd>Proportion of poor population (Considering per capita household income equal or less than R$140.00 per month).</dd>

<dt><code>prop_landline</code></dt>
<dd>Proportion of households with landline.</dd>

<dt><code>x</code></dt>
<dd>Longitude of the centroid of the city.</dd>

<dt><code>y</code></dt>
<dd>Latitude of the centroid of the city.</dd>


</dl>

saopaulo: Sao Paulo dataset

Description

Usage

Arguments

Format