sentencing

Simple features (<code>sf</code>) with historic (1910) county boundaries of Florida with aggregated state prison sentencing counts and census data.
Sentencing and population counts are aggregates over the period 1905-1910, where populations were interpolated linearly between decennial censuses of 1900 and 1910.

datasets

For spatial data analysis; provides exploratory spatial analysis tools, spatial regression, spatial econometric, and disease mapping models, model diagnostics, and special methods for inference with small area survey data (e.g., the America Community Survey (ACS)) and censored population health monitoring data. Models are pre-specified using the Stan programming language, a platform for Bayesian inference using Markov chain Monte Carlo (MCMC). References: Carpenter et al. (2017) <doi:10.18637/jss.v076.i01>; Donegan (2021) <doi:10.31219/osf.io/3ey65>; Donegan (2022) <doi:10.21105/joss.04716>; Donegan, Chun and Hughes (2020) <doi:10.1016/j.spasta.2020.100450>; Donegan, Chun and Griffith (2021) <doi:10.3390/ijerph18136856>; Morris et al. (2019) <doi:10.1016/j.sste.2019.100301>.

Connor Donegan

geostan

Bayesian Spatial Analysis

Mitzi Morris

Amy Tims

sentencing function

Simple features (<code>sf</code>)/<code>data.frame</code> with the following attributes:<dl>
<dt>name</dt>
<dd>County name</dd><dt>wpop</dt>
<dd>White population total for years 1905-1910</dd><dt>bpop</dt>
<dd>Black population total for years 1905-1910</dd><dt>sents</dt>
<dd>Number of state prison sentences, 1905-1910</dd><dt>plantation_belt</dt>
<dd>Binary indicator for inclusion in the plantation belt</dd><dt>pct_ag_1910</dt>
<dd>Percent of land area in agriculture, 1910</dd><dt>expected_sents</dt>
<dd>Expected sentences given demographic information and state level sentencing rates by race</dd><dt>sir_raw</dt>
<dd>Standardized incident ratio (observed/expected sentences)</dd>
</dl>

Format

Florida state prison sentencing counts by county, 1905-1910 — sentencing

Simple features (<code>sf</code>)/<code>data.frame</code> with the following attributes:<dl>
<dt>name</dt>
<dd>County name</dd>

<dt>wpop</dt>
<dd>White population total for years 1905-1910</dd>

<dt>bpop</dt>
<dd>Black population total for years 1905-1910</dd>

<dt>sents</dt>
<dd>Number of state prison sentences, 1905-1910</dd>

<dt>plantation_belt</dt>
<dd>Binary indicator for inclusion in the plantation belt</dd>

<dt>pct_ag_1910</dt>
<dd>Percent of land area in agriculture, 1910</dd>

<dt>expected_sents</dt>
<dd>Expected sentences given demographic information and state level sentencing rates by race</dd>

<dt>sir_raw</dt>
<dd>Standardized incident ratio (observed/expected sentences)</dd>


</dl>

sentencing: Florida state prison sentencing counts by county, 1905-1910

Description

Usage

Arguments

Format

Examples