adibender/pammtools: Piece-Wise Exponential Additive Mixed Modeling Tools

The Piece-wise exponential (Additive Mixed) Model (PAMM; Bender and Scheipl (2018) <doi: 10.1177/1471082X17748083>) is a powerful model class for survival analysis, based on Generalized Additive (Mixed) Models (GA(M)Ms). It offers intuitive specification and robust estimation of complex survival models with stratified baseline hazards, random effects, time-varying effects, time-dependent covariates and cumulative effects (Bender et. al. (2018) <doi:10.1093/biostatistics/kxy003>. pammtools provides tidy workflow for survival analysis with PAMMs, including data transformation and other pre- and post-processing functions as well as visualization.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.1.11
URL https://github.com/adibender/pammtools
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("adibender/pammtools")
adibender/pammtools documentation built on April 18, 2019, 5:21 p.m.