Other packages > Find by keyword >

SFSI  

Sparse Family and Selection Index
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SFSI", "1.4.1")



Attach the package and use:
library("SFSI")
Maintained by
Marco Lopez-Cruz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-03
Latest Update:
Description:
Here we provide tools for the estimation of coefficients in penalized regressions when the (co)variance matrix of predictors and the covariance vector between predictors and response, are provided. These methods are extended to the context of a Selection Index (commonly used for breeding value prediction). The approaches offer opportunities such as the integration of high-throughput traits in genetic evaluations ('Lopez-Cruz et al., 2020') and solutions for training set optimization in Genomic Prediction ('Lopez-Cruz & de los Campos, 2021') .
How to cite:
Marco Lopez-Cruz (2021). SFSI: Sparse Family and Selection Index. R package version 1.4.1, https://cran.r-project.org/web/packages/SFSI. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:24), 0.3.0 (2021-05-03 09:50), 0.4.0 (2021-05-16 00:00), 1.0.0 (2021-09-30 19:50), 1.0.1 (2022-01-27 00:30), 1.1.0 (2022-03-10 22:30), 1.2.0 (2022-08-16 17:40), 1.3.1 (2023-11-18 08:00), 1.4.1 (2024-08-24 00:00), 1.4 (2024-06-25 16:50)
Other packages that cited SFSI R package
View SFSI citation profile
Other R packages that SFSI depends, imports, suggests or enhances
Complete documentation for SFSI
Functions, R codes and Examples using the SFSI R package
Some associated functions: BinaryFiles . LARS . Methods_LASSO . Methods_SSI . SSI . collect . covariance_matrix . fitBLUP . getGenCov . net.plot . path.plot . solveEN . wheat . 
Some associated R codes: LARS.R . Prune.R . SSI.CV.R . SSI.R . collect.R . cov2cor.R . cov2dist.R . fitBLUP.R . getGenCov.R . methods.R . net.plot.R . path.plot.R . readBinary.R . rrr_functions.R . saveBinary.R . solveEN.R .  Full SFSI package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
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  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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