Other packages > Find by keyword >

squant  

Subgroup Identification Based on Quantitative Objectives
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("squant", "1.1.4")



Attach the package and use:
library("squant")
Maintained by
YAN SUN
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-28
Latest Update: 2022-01-28
Description:
A subgroup identification method for precision medicine based on quantitative objectives. This method can handle continuous, binary and survival endpoint for both prognostic and predictive case. For the predictive case, the method aims at identifying a subgroup for which treatment is better than control by at least a pre-specified or auto-selected constant. For the prognostic case, the method aims at identifying a subgroup that is at least better than a pre-specified/auto-selected constant. The derived signature is a linear combination of predictors, and the selected subgroup are subjects with the signature > 0. The false discover rate when no true subgroup exists is strictly controlled at a user-specified level.
How to cite:
YAN SUN (2022). squant: Subgroup Identification Based on Quantitative Objectives. R package version 1.1.4, https://cran.r-project.org/web/packages/squant
Previous versions and publish date:
No previous versions
Other packages that cited squant R package
View squant citation profile
Other R packages that squant depends, imports, suggests or enhances
Functions, R codes and Examples using the squant R package
Some associated functions: eval_squant . plot.eval_squant . plot.squant . predict.squant . squant . 
Some associated R codes: SQUANT.R . SQUANT_general.R . SQUANT_pred.R . SQUANT_prog.R .  Full squant 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

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

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