Other packages > Find by keyword >

hierarchicalDS  

Functions to Perform Hierarchical Analysis of Distance Sampling Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hierarchicalDS", "3.0")



Attach the package and use:
library("hierarchicalDS")
Maintained by
Paul B Conn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-07-12
Latest Update:
Description:
Functions for performing hierarchical analysis of distancesampling data with ability to use an areal spatial ICAR model ontop of user supplied covariates to get at variation in abundanceintensity. The detection model can be specified as a function ofobserver and individual covariates where a parametric model issupposed for the population level distribution of covariate values.The model uses data augmentation and a reversible jump MCMCalgorithm to sample animals that were never observed. Alsoincluded is the ability to include point independence increasingcorrelation multiple observers observations as a function ofdistance with independence assumed for distance0 or firstdistance bin as well as the ability to model speciesmisclassification rates using a multinomial logit formulation on datafrom double observers. There is also the the ability toinclude zero inflation but this is only recommended for cases wheresample sizes and spatial coverage of the survey are high.
How to cite:
Paul B Conn (2012). hierarchicalDS: Functions to Perform Hierarchical Analysis of Distance Sampling Data. R package version 3.0, https://cran.r-project.org/web/packages/hierarchicalDS. Accessed 20 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:47), 1.0 (2012-07-12 19:46), 2.01 (2012-09-28 18:48), 2.9 (2014-11-26 08:09), 3.0 (2019-07-02 20:10)
Other packages that cited hierarchicalDS R package
View hierarchicalDS citation profile
Other R packages that hierarchicalDS depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AsthmaNHANES  
Asthma Data Sets from NHANES
Data sets and examples from National Health and Nutritional Examination Survey (NHANES). ...
Download / Learn more Package Citations See dependency  
Brundle  
Normalisation Tools for Inter-Condition Variability of ChIP-Seq Data
Inter-sample condition variability is a key challenge of normalising ChIP-seq data. This implementat ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ggtea  
Palettes and Themes for 'ggplot2'
A collection of palettes and themes for 'ggplot2', offering a light, pastel aesthetic. Syntax follow ...
Download / Learn more Package Citations See dependency  
rfishbase  
R Interface to 'FishBase'
A programmatic interface to 'FishBase', re-written based on an accompanying 'RESTful' API. Access t ...
Download / Learn more Package Citations See dependency  
mapaccuracy  
Unbiased Thematic Map Accuracy and Area
Unbiased estimators of overall and per-class thematic map accuracy and area published in Olofsson et ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

75,034

Author Associations

28,314

Publication Badges

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