README.md

polyCub

The R package polyCub implements cubature (numerical integration) over polygonal domains. It solves the problem of integrating a continuously differentiable function f(x,y) over simple closed polygons.

For the special case of a rectangular domain along the axes, the cubature package is more appropriate (cf. CRAN Task View: Numerical Mathematics).

Installation

You can install polyCub from CRAN via:

install.packages("polyCub")

To install the development version from the GitHub repository, use:

## install.packages("remotes")
remotes::install_github("bastistician/polyCub")

Usage

The basic usage is:

library("polyCub")
polyCub(polyregion, f)

The polyCub() function by default calls polyCub.SV(), a C-implementation of product Gauss cubature. The various implemented cubature methods can also be called directly.

Implemented cubature methods

  1. polyCub.SV(): General-purpose product Gauss cubature (Sommariva and Vianello, 2007, BIT Numerical Mathematics, https://doi.org/10.1007/s10543-007-0131-2)

  2. polyCub.midpoint(): Simple two-dimensional midpoint rule based on spatstat.geom::as.im.function()

  3. polyCub.iso(): Adaptive cubature for radially symmetric functions via line integrate() along the polygon boundary (Meyer and Held, 2014, The Annals of Applied Statistics, https://doi.org/10.1214/14-AOAS743, Supplement B, Section 2.4)

  4. polyCub.exact.Gauss(): Accurate (but slow) integration of the bivariate Gaussian density based on polygon triangulation and mvtnorm::pmvnorm()

For details and illustrations see the vignette("polyCub") in the installed package or on CRAN.

Applications

The polyCub package evolved from the need to integrate so-called spatial interaction functions (Gaussian or power-law kernels) over the observation region of a spatio-temporal point process. Such epidemic models are implemented in surveillance.

Feedback

Contributions are welcome! Please submit suggestions or report bugs at https://github.com/bastistician/polyCub/issues or via e-mail to maintainer("polyCub").

License

The polyCub package is free and open source software, licensed under the GPLv2.



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polyCub documentation built on Jan. 27, 2021, 1:05 a.m.