Other packages > Find by keyword >

DA  

Discriminant Analysis for Evolutionary Inference
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DA", "1.2.0")



Attach the package and use:
library("DA")
Maintained by
Xinghu Qin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-12
Latest Update: 2021-07-12
Description:
Discriminant Analysis (DA) for evolutionary inference (Qin, X. et al, 2020, ), especially for population genetic structure and community structure inference. This package incorporates the commonly used linear and non-linear, local and global supervised learning approaches (discriminant analysis), including Linear Discriminant Analysis of Kernel Principal Components (LDAKPC), Local (Fisher) Linear Discriminant Analysis (LFDA), Local (Fisher) Discriminant Analysis of Kernel Principal Components (LFDAKPC) and Kernel Local (Fisher) Discriminant Analysis (KLFDA). These discriminant analyses can be used to do ecological and evolutionary inference, including demography inference, species identification, and population/community structure inference.
How to cite:
Xinghu Qin (2021). DA: Discriminant Analysis for Evolutionary Inference. R package version 1.2.0, https://cran.r-project.org/web/packages/DA. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited DA R package
View DA citation profile
Other R packages that DA depends, imports, suggests or enhances
Complete documentation for DA
Functions, R codes and Examples using the DA R package
Some associated functions: KLFDA . KLFDAM . KLFDA_mk . LDAKPC . LFDA . LFDAKPC . Mabayes . kmatrixGauss . predict_S3 . 
Some associated R codes: KLFDA.R . KLFDA_mk.R . LDAKPC.R . LFDA.R . LFDAKPC.R . Mabayes.R . predict.R .  Full DA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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