R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
survPen
View on CRAN: Click
here
Download and install survPen package within the R console
Install from CRAN:
install.packages("survPen")
Install from Github:
library("remotes")
install_github("cran/survPen")
Install by package version:
library("remotes")
install_version("survPen", "2.0.1")
Attach the package and use:
library("survPen")
Maintained by
Mathieu Fauvernier
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.survPen . https://github.com/fauvernierma/survPen/issues . https://github.com/fauvernierma/survPen . survPen citation info . survPen results . survPen.pdf . Survival analysis with survPen . survPen_2.0.1.tar.gz . survPen_2.0.1.zip . survPen_2.0.1.zip . survPen_2.0.1.zip . survPen_2.0.1.tgz . survPen_2.0.1.tgz . survPen_2.0.1.tgz . survPen_2.0.1.tgz . survPen_2.0.1.tgz . survPen_2.0.1.tgz . survPen archive . https://CRAN.R-project.org/package=survPen .
First Published: 2019-02-27
Latest Update: 2023-09-13
Description:
Fits hazard and excess hazard models with multidimensional penalized splines allowing for time-dependent effects, non-linear effects and interactions between several continuous covariates. In survival and net survival analysis, in addition to modelling the effect of time (via the baseline hazard), one has often to deal with several continuous covariates and model their functional forms, their time-dependent effects, and their interactions. Model specification becomes therefore a complex problem and penalized regression splines represent an appealing solution to that problem as splines offer the required flexibility while penalization limits overfitting issues. Current implementations of penalized survival models can be slow or unstable and sometimes lack some key features like taking into account expected mortality to provide net survival and excess hazard estimates. In contrast, survPen provides an automated, fast, and stable implementation (thanks to explicit calculation of the derivatives of the likelihood) and offers a unified framework for multidimensional penalized hazard and excess hazard models. survPen may be of interest to those who 1) analyse any kind of time-to-event data: mortality, disease relapse, machinery breakdown, unemployment, etc 2) wish to describe the associated hazard and to understand which predictors impact its dynamics. See Fauvernier et al. (2019a) <doi:10.21105/joss.01434> for an overview of the package and Fauvernier et al. (2019b) <doi:10.1111/rssc.12368> for the method.
How to cite:
Mathieu Fauvernier (2019). survPen: Multidimensional Penalized Splines for (Excess) Hazard Models, Relative Mortality Ratio Models and Marginal Intensity Models. R package version 2.0.1, https://cran.r-project.org/web/packages/survPen. Accessed 28 Feb. 2025.
Previous versions and publish date:
Other packages that cited survPen R package
View survPen citation profile
Other R packages that survPen depends,
imports, suggests or enhances
Complete documentation for survPen
Functions, R codes and Examples using
the survPen R package
Some associated functions: Hess_rho . NR.beta . NR.rho . colSums2 . constraint . cor.var . crs.FP . crs . datCancer . deriv_R . design.matrix . grad_rho . grapes-cross-grapes . grapes-mult-grapes . grapes-vec-grapes . instr . inv.repam . model.cons . predict.survPen . print.summary.survPen . pwcst . rd . repam . smf . smooth.cons.integral . smooth.cons . smooth.spec . summary.survPen . survPen.fit . survPen . survPenObject . tensor.in . tensor.prod.S . tensor.prod.X .
Some associated R codes: RcppExports.R . Full survPen package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
grnn
The program GRNN implements the algorithm proposed by
Specht (1991). ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pierre-Olivier Chasset (view profile)
onemap
Analysis of molecular marker data from model (backcrosses,
F2 and recombinant inbred lines) and non ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Cristiane Taniguti (view profile)
DSSP
Draw samples from the direct sampling spatial prior model as
described in G. White, D. Sun, P. Spec ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gentry White (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
flifo
Functions to create and manipulate
FIFO (First In First Out), LIFO (Last In First Out), and NINO (N ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul Poncet (view profile)
CorrBin
Implements non-parametric analyses for clustered
binary and multinomial data. The elements of the c ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aniko Szabo (view profile)
23,762
R Packages
206,309
Dependencies
64,478
Author Associations
23,763
Publication Badges
