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: 2021-06-14
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
Previous versions and publish date:
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

FMCCSD  
Efficient Estimation of Clustered Current Status Data
Current status data abounds in the field of epidemiology and public health, where the only observab ...
Download / Learn more Package Citations See dependency  
factorplot  
Graphical Presentation of Simple Contrasts
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency  
QuantileNPCI  
Nonparametric Confidence Intervals for Quantiles
Based on Alan D. Hutson (1999) , "Calculating nonparametric confidence i ...
Download / Learn more Package Citations See dependency  
Maintainer: Li Yan (view profile)
cdcfluview  
Retrieve Flu Season Data from the United States Centers for Disease Control and Prevention ("CDC") "FluView" Portal
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain a portal ...
Download / Learn more Package Citations See dependency  
srm  
Structural Equation Modeling for the Social Relations Model
Provides functionality for structural equation modeling for the social relations model (Kenny & ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable 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  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns