summary.spconform

Computes and displays summary statistics of the prediction interval widths
generated by an <code>spconform</code> object.

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

summary.spconform function

<dl><dt>object</dt>
<dd>An object of class <code>"spconform"</code>.</dd>
<dt>...</dt>
<dd>Further arguments passed to or from other methods.</dd></dl>

Arguments

Summary Method for spconform Objects — summary.spconform

<dl>

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


<dt>...</dt>
<dd>Further arguments passed to or from other methods.</dd>

</dl>

summary.spconform: Summary Method for spconform Objects

Description

Usage

Value

Arguments