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ldmppr

Estimate and Simulate from Location Dependent Marked Point Processes

v1.1.3 · Mar 3, 2026 · GPL (>= 3)

Description

A suite of tools for estimating, assessing model fit, simulating from, and visualizing location dependent marked point processes characterized by regularity in the pattern. You provide a reference marked point process, a set of raster images containing location specific covariates, and select the estimation algorithm and type of mark model. 'ldmppr' estimates the process and mark models and allows you to check the appropriateness of the model using a variety of diagnostic tools. Once a satisfactory model fit is obtained, you can simulate from the model and visualize the results. Documentation for the package 'ldmppr' is available in the form of a vignette.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies bundle Rcpp terra doParallel xgboost parsnip dials recipes rsample tune workflows magrittr hardhat ggplot2 spatstat.geom +9 more dependencies ldmppr

Version History

new 1.1.3 Mar 10, 2026
updated 1.1.3 ← 1.1.2 diff Mar 2, 2026
updated 1.1.2 ← 1.1.1 diff Feb 28, 2026
updated 1.1.1 ← 1.1.0 diff Jan 12, 2026
updated 1.1.0 ← 1.0.4 diff Jan 8, 2026
updated 1.0.4 ← 1.0.3 diff Feb 23, 2025
new 1.0.3 Dec 1, 2024