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]
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 29 Mar. 2025.
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
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for DA24681012141618TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
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  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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