Other packages > Find by keyword >

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]
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 13 Apr. 2025.
Previous versions and publish date:
1.0 (2013-10-26 09:48), 1.1 (2014-11-02 09:15)
Other packages that cited bcpa R package
View bcpa citation profile
Other R packages that bcpa depends, imports, suggests or enhances
Complete documentation for bcpa
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/12Downloads for bcpa246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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