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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "spatstat.linnet" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'spatstat.linnet: Linear Networks Functionality of the ''spatstat'' Family'
version: 3.2-1.002
identifiers:
- type: doi
  value: 10.32614/CRAN.package.spatstat.linnet
abstract: Defines types of spatial data on a linear network and provides functionality
  for geometrical operations, data analysis and modelling of data on a linear network,
  in the 'spatstat' family of packages. Contains definitions and support for linear
  networks, including creation of networks, geometrical measurements, topological
  connectivity, geometrical operations such as inserting and deleting vertices, intersecting
  a network with another object, and interactive editing of networks. Data types defined
  on a network include point patterns, pixel images, functions, and tessellations.
  Exploratory methods include kernel estimation of intensity on a network, K-functions
  and pair correlation functions on a network, simulation envelopes, nearest neighbour
  distance and empty space distance, relative risk estimation with cross-validated
  bandwidth selection. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov,
  Monte Carlo, Diggle-Cressie-Loosmore-Ford, Dao-Genton, two-stage Monte Carlo) and
  tests for covariate effects (Cox-Berman-Waller-Lawson, Kolmogorov-Smirnov, ANOVA)
  are also supported. Parametric models can be fitted to point pattern data using
  the function lppm() similar to glm(). Only Poisson models are implemented so far.
  Models may involve dependence on covariates and dependence on marks. Models are
  fitted by maximum likelihood. Fitted point process models can be simulated, automatically.
  Formal hypothesis tests of a fitted model are supported (likelihood ratio test,
  analysis of deviance, Monte Carlo tests) along with basic tools for model selection
  (stepwise(), AIC()) and variable selection (sdr). Tools for validating the fitted
  model include simulation envelopes, residuals, residual plots and Q-Q plots, leverage
  and influence diagnostics, partial residuals, and added variable plots. Random point
  patterns on a network can be generated using a variety of models.
authors:
- family-names: Baddeley
  given-names: Adrian
  email: Adrian.Baddeley@curtin.edu.au
  orcid: https://orcid.org/0000-0001-9499-8382
- family-names: Turner
  given-names: Rolf
  email: rolfturner@posteo.net
  orcid: https://orcid.org/0000-0001-5521-5218
- family-names: Rubak
  given-names: Ege
  email: rubak@math.aau.dk
  orcid: https://orcid.org/0000-0002-6675-533X
- family-names: McSwiggan
  given-names: Greg
preferred-citation:
  type: book
  title: 'Spatial Point Patterns: Methodology and Applications with R'
  authors:
  - family-names: Baddeley
    given-names: Adrian
    email: Adrian.Baddeley@curtin.edu.au
    orcid: https://orcid.org/0000-0001-9499-8382
  - family-names: Rubak
    given-names: Ege
    email: rubak@math.aau.dk
    orcid: https://orcid.org/0000-0002-6675-533X
  - family-names: Turner
    given-names: Rolf
    email: rolfturner@posteo.net
    orcid: https://orcid.org/0000-0001-5521-5218
  year: '2015'
  publisher:
    name: Chapman and Hall/CRC Press
    address: London
  isbn: '9781482210200'
  url: https://www.routledge.com/Spatial-Point-Patterns-Methodology-and-Applications-with-R/Baddeley-Rubak-Turner/p/book/9781482210200/
repository: https://spatstat.r-universe.dev
repository-code: https://github.com/spatstat/spatstat.linnet
commit: e2b240682d90b63353b8982d335d921b787b9a22
url: http://spatstat.org/
date-released: '2024-09-06'
contact:
- family-names: Baddeley
  given-names: Adrian
  email: Adrian.Baddeley@curtin.edu.au
  orcid: https://orcid.org/0000-0001-9499-8382
references:
- type: article
  title: Hybrids of Gibbs Point Process Models and Their Implementation
  authors:
  - family-names: Baddeley
    given-names: Adrian
  - family-names: Turner
    given-names: Rolf
  - family-names: Mateu
    given-names: Jorge
  - family-names: Bevan
    given-names: Andrew
  journal: Journal of Statistical Software
  year: '2013'
  volume: '55'
  issue: '11'
  doi: 10.18637/jss.v055.i11
  start: '1'
  end: '43'
- type: article
  title: 'spatstat: An R Package for Analyzing Spatial Point Patterns'
  authors:
  - family-names: Baddeley
    given-names: Adrian
  - family-names: Turner
    given-names: Rolf
  journal: Journal of Statistical Software
  year: '2005'
  volume: '12'
  issue: '6'
  doi: 10.18637/jss.v012.i06
  start: '1'
  end: '42'