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palm  

Fitting Point Process Models via the Palm Likelihood
View on CRAN: Click here


Download and install palm package within the R console
Install from CRAN:
install.packages("palm")

Install from Github:
library("remotes")
install_github("cran/palm")

Install by package version:
library("remotes")
install_version("palm", "1.1.5")



Attach the package and use:
library("palm")
Maintained by
Ben Stevenson
[Scholar Profile | Author Map]
First Published: 2017-01-30
Latest Update: 2023-09-22
Description:
Functions to fit point process models using the Palm likelihood. First proposed by Tanaka, Ogata, and Stoyan (2008) , maximisation of the Palm likelihood can provide computationally efficient parameter estimation for point process models in situations where the full likelihood is intractable. This package is chiefly focused on Neyman-Scott point processes, but can also fit the void processes proposed by Jones-Todd et al. (2019) . The development of this package was motivated by the analysis of capture-recapture surveys on which individuals cannot be identified---the data from which can conceptually be seen as a clustered point process (Stevenson, Borchers, and Fewster, 2019 ). As such, some of the functions in this package are specifically for the estimation of cetacean density from two-camera aerial surveys.
How to cite:
Ben Stevenson (2017). palm: Fitting Point Process Models via the Palm Likelihood. R package version 1.1.5, https://cran.r-project.org/web/packages/palm. Accessed 02 Apr. 2025.
Previous versions and publish date:
1.0.0 (2017-01-30 12:30), 1.1.0 (2017-11-23 12:22), 1.1.1 (2018-05-03 07:52), 1.1.2 (2018-11-14 07:20), 1.1.3 (2018-12-08 16:10), 1.1.4 (2020-09-25 09:00)
Other packages that cited palm R package
View palm citation profile
Other R packages that palm depends, imports, suggests or enhances
Complete documentation for palm
Functions, R codes and Examples using the palm R package
Some associated functions: boot.palm . coef.palm . confint.palm . example.1D . example.2D . example.twocamera . fit.ns . fit.twocamera . fit.void . palm . plot.palm . porpoise.data . sim.ns . sim.twocamera . sim.void . summary.palm . 
Some associated R codes: RcppExports.R .  Full palm package functions and examples
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