Other packages > Find by keyword >

wqspt  

Permutation Test for Weighted Quantile Sum Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("wqspt", "1.0.1")



Attach the package and use:
library("wqspt")
Maintained by
Drew Day
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-06
Latest Update: 2023-03-06
Description:
Implements a permutation test method for the weighted quantile sum (WQS) regression, building off the 'gWQS' package (Renzetti et al. (2021) <https://CRAN.R-project.org/package=gWQS>). Weighted quantile sum regression is a statistical technique to evaluate the effect of complex exposure mixtures on an outcome (Carrico et al. (2015) <doi:10.1007/s13253-014-0180-3>). The model features a statistical power and Type I error (i.e., false positive) rate trade-off, as there is a machine learning step to determine the weights that optimize the linear model fit. This package provides an alternative method based on a permutation test that should reliably allow for both high power and low false positive rate when utilizing WQS regression (Day et al. (2022) <doi:10.1289/EHP10570>).
How to cite:
Drew Day (2023). wqspt: Permutation Test for Weighted Quantile Sum Regression. R package version 1.0.1, https://cran.r-project.org/web/packages/wqspt. Accessed 30 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited wqspt R package
View wqspt citation profile
Other R packages that wqspt depends, imports, suggests or enhances
Complete documentation for wqspt
Functions, R codes and Examples using the wqspt R package
Some associated functions: wqs_full_perm . wqs_pt . wqs_sim . wqspt_plot . 
Some associated R codes: wqs_full_perm.R . wqs_pt.R . wqs_sim.R . wqspt_plot.R .  Full wqspt 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

fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
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  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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