spatstat

Umbrella package of the 'spatstat' family................

sub-package of spatstat containing core functionality for data analysis and modelling

Sub-package of spatstat containing all datasets

Course material for spatstat workshop at Aalborg University

Point patterns on the sphere

tutorial on the spatstat package at useR! conference 2015

Sub-package of spatstat containing utility functions

Reproducible code, data and Quarto documents behind my articles on statistics and data analysis in R, Published on Medium (https://medium.com/@damanrique) and Towards Data Science (https://towardsdatascience.com/author/damanrique/)

End-to-end spatial statistics analysis in R — kriging, point processes, spatio-temporal simulation and network optimisation

Code supporting my summer research project looking into ways of using the areas of Voronoi tiles for a point pattern to accurately determine whether the pattern contains clusters, and, if it does, where they are and which points are part of which cluster.

This repository contains the material associated with the Star Protocol for PPA analisis (10.1016/j.xpro.2024.102989)

Spatstat compatible Global Analytic Envelopes from Weigand et al. (2016)

Conversion between data formats

The project conducts an analysis of crime patterns in Toronto with a specific focus on subway stations and bike thefts. It also investigates bicycle theft patterns in Toronto, utilizing spatial and statistical analyses to identify hotspots and influential factors, such as proximity to transit stops and population density.

Extension of spatstat for Local Composite Likelihood

Educational presentation: point patterns on linear networks

A spatial model in which agents who are closer than a distance r will come closer on each step. Finally agents will come to a steady configuration. This can be considered similar to attraction of particles in a given space.

Agent based modelling in which agents comes closer if they are separated by a distance lesser than r

MarrowMap is an R package derived from the spatstat package which has been designed to create a workflow for spatial point pattern analysis of bone marrow samples.