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: 2023-08-08
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 21 Dec. 2024.
Previous versions and publish date:
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SEIRfansy  
Extended Susceptible-Exposed-Infected-Recovery Model
Extended Susceptible-Exposed-Infected-Recovery Model for handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency  
batteryreduction  
An R Package for Data Reduction by Battery Reduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency  
helda  
Preprocess Data and Get Better Insights from Machine Learning Models
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency  
condGEE  
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency  
CIFsmry  
Weighted summary of cumulative incidence functions
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency  
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  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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