create_comparison_plots

Implements atom-based regression models (ABRM) for analyzing spatially
misaligned data. Provides functions for simulating misaligned spatial data,
preparing NIMBLE model inputs, running MCMC diagnostics, and comparing different
spatial analysis methods including dasymetric mapping. All main functions return
S3 objects with print(), summary(), and plot() methods for intuitive result exploration.
Methods are described in Nethery et al. (2023) <doi:10.1101/2023.01.10.23284410>.
Further methodological details and software implementation are described in Qian et al. (in review).

Yunzhe Qian

spatialAtomizeR

Spatial Analysis with Misaligned Data Using Atom-Based
Regression Models

Rachel Nethery

Nancy Krieger

Nykesha Johnson

create_comparison_plots function

<dl><dt>comparison_data</dt>
<dd>Data frame with comparison results</dd>
<dt>output_dir</dt>
<dd>Output directory for plots</dd>
<dt>true_params</dt>
<dd>True parameter values (optional)</dd></dl>

Arguments

Create Comparison Plots — create_comparison_plots

<dl>

<dt>comparison_data</dt>
<dd>Data frame with comparison results</dd>


<dt>output_dir</dt>
<dd>Output directory for plots</dd>


<dt>true_params</dt>
<dd>True parameter values (optional)</dd>

</dl>

create_comparison_plots: Create Comparison Plots

Description

Usage

Value

Arguments