plot.spconform

Plots point predictions and conformal prediction intervals across observation
indices, optionally overlaying true target values for visual evaluation.

Provides distribution-free, model-agnostic prediction
intervals for spatially and spatio-temporally dependent data using
localized conformal calibration. Implements locally weighted split
conformal prediction for geostatistical (point-referenced) data based on
spatial-distance kernels, and a neighbourhood-weighted conformal
procedure for areal (lattice) data based on graph adjacency structures.
Relaxes the standard exchangeability assumption using spatial proximity,
following the localized conformal framework of Mao, Martin and Reich
(2024) <doi:10.1080/01621459.2022.2147531>. Includes comprehensive
spatial diagnostic tools to audit empirical coverage, conditional
spatial strata, and boundary proximity effects.

Ahmed Sattar Jabbar

spconform

Conformal Prediction for Spatially and Spatio-Temporally
Dependent Data

plot.spconform function

<dl><dt>x</dt>
<dd>An object of class <code>"spconform"</code>.</dd>
<dt>y_true</dt>
<dd>Optional numeric vector of true observed responses at prediction locations.</dd>
<dt>...</dt>
<dd>Further graphical parameters passed to <code><a href="/link/plot?package=spconform&version=0.1.1" data-mini-rdoc="spconform::plot">plot</a></code>.</dd></dl>

Arguments

Plot Prediction Intervals for spconform Objects — plot.spconform

<dl>

<dt>x</dt>
<dd>An object of class <code>"spconform"</code>.</dd>


<dt>y_true</dt>
<dd>Optional numeric vector of true observed responses at prediction locations.</dd>


<dt>...</dt>
<dd>Further graphical parameters passed to <code><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></code>.</dd>

</dl>

plot.spconform: Plot Prediction Intervals for spconform Objects

Description

Usage

Value

Arguments