Other packages > Find by keyword >

AICcPermanova  

Model Selection of PERMANOVA Models Using AICc
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("AICcPermanova", "0.0.2")



Attach the package and use:
library("AICcPermanova")
Maintained by
Derek Corcoran
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-05
Latest Update: 2023-04-11
Description:
Provides tools for model selection and model averaging of PerMANOVA models using Akaike Information Criterion corrected for small sample sizes (AICc) and Information Theoretic criteria principles. The package is built around the PERMANOVA analysis from the 'vegan' package and provides a streamlined workflow for generating and comparing models, obtaining model weights, and summarizing results using model averaging approaches. The methods implemented in this package are based on the practical information- theoretic approach described by Burnham, K. P. and Anderson, D. R. (2002) ().
How to cite:
Derek Corcoran (2023). AICcPermanova: Model Selection of PERMANOVA Models Using AICc. R package version 0.0.2, https://cran.r-project.org/web/packages/AICcPermanova. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.0.1 (2023-04-05 20:26)
Other packages that cited AICcPermanova R package
View AICcPermanova citation profile
Other R packages that AICcPermanova depends, imports, suggests or enhances
Complete documentation for AICcPermanova
Functions, R codes and Examples using the AICcPermanova R package
Some associated functions: AICc_permanova2 . VIF . akaike_adjusted_rsq . filter_vif . fit_models . make_models . select_models . 
Some associated R codes: AICc_permanova2.R . akaike_adjusted_rsq.R . filter_vif.R . fit_models.R . make_models.R . select_models.R .  Full AICcPermanova package functions and examples
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

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
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