Other packages > Find by keyword >

activityGCMM  

Circular Mixed Effect Mixture Models of Animal Activity Patterns
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("activityGCMM", "1.1.1")



Attach the package and use:
library("activityGCMM")
Maintained by
Liz AD Campbell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-15
Latest Update:
Description:
Bayesian parametric generalized circular mixed effect mixture models (GCMMs) for estimating animal activity patterns from camera trap data and other nested data structures using 'JAGS', including automatic Bayesian k-cluster selection and random circular intercepts for nested data. The GCMM function automatically selects the number of components for the mixture model (supporting up to 4 mixture components) based on a Bayesian linear finite normal mixture model and fits a Bayesian parametric circular mixed effect mixture model with one or two random effects as random circular intercepts with a a von Mises or wrapped Cauchy distribution. Provides graphs of the combined mixture model or separate mixture components. Functionality is provided to allow quantitative comparisons between model parameters. See Campbell et al. (in press) It's time to expand our analyses of animal activity; Campbell et al. (in press) Temporal and microspatial niche partitioning; Campbell et al. (in press) A novel approach to comparing animal activity patterns. News, updates, and tutorials will be available on www.atlasgoldenwolf.org/stats and www.github.com/LizADCampbell .
How to cite:
Liz AD Campbell (2021). activityGCMM: Circular Mixed Effect Mixture Models of Animal Activity Patterns. R package version 1.1.1, https://cran.r-project.org/web/packages/activityGCMM. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:16), 1.0.0 (2021-03-15 09:50), 1.1.1 (2021-06-14 21:20)
Other packages that cited activityGCMM R package
View activityGCMM citation profile
Other R packages that activityGCMM depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA