Other packages > Find by keyword >

fullRankMatrix  

Generation of Full Rank Design Matrix
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fullRankMatrix", "0.1.0")



Attach the package and use:
library("fullRankMatrix")
Maintained by
Paula Weidemueller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-28
Latest Update: 2024-06-28
Description:
Creates a full rank matrix out of a given matrix. The intended use is for one-hot encoded design matrices that should be used in linear models to ensure that significant associations can be correctly interpreted. However, 'fullRankMatrix' can be applied to any matrix to make it full rank. It removes columns with only 0's, merges duplicated columns and discovers linearly dependent columns and replaces them with linearly independent columns that span the space of the original columns. Columns are renamed to reflect those modifications. This results in a full rank matrix that can be used as a design matrix in linear models. The algorithm and some functions are inspired by Kuhn, M. (2008) <doi:10.18637/jss.v028.i05>.
How to cite:
Paula Weidemueller (2024). fullRankMatrix: Generation of Full Rank Design Matrix. R package version 0.1.0, https://cran.r-project.org/web/packages/fullRankMatrix
Previous versions and publish date:
No previous versions
Other packages that cited fullRankMatrix R package
View fullRankMatrix citation profile
Other R packages that fullRankMatrix depends, imports, suggests or enhances
Functions, R codes and Examples using the fullRankMatrix R package
Full fullRankMatrix 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

d4storagehub4R  
Interface to 'D4Science' 'StorageHub' API
Provides an interface to 'D4Science' 'StorageHub' API (). Allows to get ...
Download / Learn more Package Citations See dependency  
CSMES  
Cost-Sensitive Multi-Criteria Ensemble Selection for Uncertain Cost Conditions
Functions for cost-sensitive multi-criteria ensemble selection (CSMES) (as described in De bock et a ...
Download / Learn more Package Citations See dependency  
ALSCPC  
Accelerated line search algorithm for simultaneous orthogonal transformation of several positive definite symmetric matrices to nearly diagonal form
Using of the accelerated line search algorithm for simultaneously diagonalize a set of symmetric po ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable 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  
nimbleSCR  
Spatial Capture-Recapture (SCR) Methods Using 'nimble'
Provides utility functions, distributions, and fitting methods for Bayesian Spatial Capture-Recaptur ...
Download / Learn more Package Citations See dependency  
qmap  
Statistical Transformations for Post-Processing Climate Model Output
Empirical adjustment of the distribution of variables originating from (regional) climate model simu ...
Download / Learn more Package Citations See dependency  

22,431

R Packages

191,269

Dependencies

56,139

Author Associations

22,432

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns