reslife: Residual Lifetime Analysis Tool in R

08/14/2023
by   Zekai Wang, et al.
0

Mean residual lifetime is an important measure utilized in various fields, including pharmaceutical companies, manufacturing companies, and insurance companies for survival analysis. However, the computation of mean residual lifetime can be laborious and challenging. To address this issue, the R package reslife has been developed, which enables efficient calculation of mean residual lifetime based on closed-form solution in a user-friendly manner. reslife offers the capability to utilize either the results of a flexsurv regression or user-provided parameters to compute mean residual lifetime. Furthermore, there are options to return median and percentile residual lifetime. If the user chooses to use the outputs of a flexsurv regression, there is an option to input a data frame with unobserved data. In this article, we present reslife, explain its underlying mathematical principles, illustrate its functioning, and provide examples on how to utilize the package. The aim is to facilitate the use of mean residual lifetime, making it more accessible and efficient for practitioners in various disciplines, particularly those involved in survival analysis within the pharmaceutical industry. This package has been approved and available on CRAN: https://cran.r-project.org/web/packages/reslife/index.html

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/10/2020

Analysis and applications of the residual varentropy of random lifetimes

In reliability theory and survival analysis, the residual entropy is kno...
research
11/08/2020

Semiparametric regression of mean residual life with censoring and covariate dimension reduction

We propose a new class of semiparametric regression models of mean resid...
research
02/22/2020

Bayesian Survival Analysis Using the rstanarm R Package

Survival data is encountered in a range of disciplines, most notably hea...
research
01/31/2023

Generating General Preferential Attachment Networks with R Package wdnet

Preferential attachment (PA) network models have a wide range of applica...
research
11/30/2019

Non parametric estimation of residual-past entropy, mean residual-past lifetime, residual-past inaccuracy measure and asymptotic limits

In the present work, we provide the asymptotic behavior of the residual-...
research
11/19/2019

Improvements of the REDCRAFT Software Package

Traditional approaches to elucidation of protein structures by NMR spect...
research
04/14/2022

itdr: An R package of Integral Transformation Methods to Estimate the SDR Subspaces in Regression

Sufficient dimension reduction (SDR) is a successful tool in regression ...

Please sign up or login with your details

Forgot password? Click here to reset