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bcpa  

Behavioral Change Point Analysis of Animal Movement
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bcpa", "1.3.2")



Attach the package and use:
library("bcpa")
Maintained by
Eliezer Gurarie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-10-26
Latest Update: 2022-05-30
Description:
The Behavioral Change Point Analysis (BCPA) is a method of identifying hidden shifts in the underlying parameters of a time series, developed specifically to be applied to animal movement data which is irregularly sampled. The method is based on: E. Gurarie, R. Andrews and K. Laidre A novel method for identifying behavioural changes in animal movement data (2009) Ecology Letters 12:5 395-408. A development version is on . NOTE: the BCPA method may be useful for any univariate, irregularly sampled Gaussian time-series, but animal movement analysts are encouraged to apply correlated velocity change point analysis as implemented in the smoove package, as of this writing on GitHub at . An example of a univariate analysis is provided in the UnivariateBCPA vignette.
How to cite:
Eliezer Gurarie (2013). bcpa: Behavioral Change Point Analysis of Animal Movement. R package version 1.3.2, https://cran.r-project.org/web/packages/bcpa. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2013-10-26 09:48), 1.1 (2014-11-02 09:15)
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