Other packages > Find by keyword >

EventWinRatios  

Event-Specific Win Ratios for Terminal and Non-Terminal Events
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EventWinRatios", "1.0.0")



Attach the package and use:
library("EventWinRatios")
Maintained by
Daewoo Pak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-03
Latest Update: 2022-04-04
Description:
Provides several confidence interval and testing procedures using event-specific win ratios for semi-competing risks data with non-terminal and terminal events, as developed in Yang et al. (2021). Compared with conventional methods for survival data, these procedures are designed to utilize more data for improved inference procedures with semi-competing risks data. The event-specific win ratios were introduced in Yang and Troendle (2021). In this package, the event-specific win ratios and confidence intervals are obtained for each event type, and several testing procedures are developed for the global null of no treatment effect on either terminal or non-terminal events. Furthermore, a test of proportional hazard assumptions, under which the event-specific win ratios converge to the hazard ratios, and a test of equal hazard ratios are provided. For summarizing the treatment effect on all events, confidence intervals for linear combinations of the event-specific win ratios are available using pre-determined or data-driven weights. Asymptotic properties of these inference procedures are discussed in Yang et al (2021). Also, transformations are used to yield better control of the type one error rates for moderately sized data sets.
How to cite:
Daewoo Pak (2021). EventWinRatios: Event-Specific Win Ratios for Terminal and Non-Terminal Events. R package version 1.0.0, https://cran.r-project.org/web/packages/EventWinRatios. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.1.0 (2021-10-03 10:50)
Other packages that cited EventWinRatios R package
View EventWinRatios citation profile
Other R packages that EventWinRatios depends, imports, suggests or enhances
Complete documentation for EventWinRatios
Functions, R codes and Examples using the EventWinRatios R package
Some associated functions: EventWinRatios-package . SimuData . wr.test-internal . wr.test . 
Some associated R codes: fn_ds.R . fn_gephsim.R . fn_glinsim.R . fn_gmhat.R . fn_wr.R . print.wr.test.R . wr.test.R . wr.test.default.R .  Full EventWinRatios 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

EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
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  
donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,278

Publication Badges

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