bisquare2d

Function to evaluate bisquare bases for 2-dimensional space. Used internally within <code>makeNewS</code>.

Implements Bayesian spatio-temporal factor analysis models for multivariate data observed across space and time. The package provides tools for model fitting via Markov chain Monte Carlo (MCMC), spatial and temporal interpolation, and visualization of latent factors and loadings to support inference and exploration of underlying spatio-temporal patterns. Designed for use in environmental, ecological, or public health applications, with support for posterior prediction and uncertainty quantification. Includes functions such as BSTFA() for model fitting and plot_factor() to visualize the latent processes. Functions are based on and extended from methods described in Berrett, et al. (2020) <doi:10.1002/env.2609>.

Candace Berrett

BSTFA

Bayesian Spatio-Temporal Factor Analysis Model

Adam Simpson

bisquare2d function

<dl><dt>locs</dt>
<dd>Matrix of 2-dimensional coordinates for locations of interest.</dd>
<dt>knots</dt>
<dd>A matrix of 2-dimensional knot coordinates for a given resolution.</dd></dl>

Arguments

Author

Bisquare bases for 2-dimensional space — bisquare2d

<dl>

<dt>locs</dt>
<dd>Matrix of 2-dimensional coordinates for locations of interest.</dd>


<dt>knots</dt>
<dd>A matrix of 2-dimensional knot coordinates for a given resolution.</dd>

</dl>

bisquare2d: Bisquare bases for 2-dimensional space

Description

Usage

Value

Arguments

Author