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Piece-wise exponential Additive Mixed Modeling tools

Home Page: https://adibender.github.io/pammtools/

License: Other

R 94.54% TeX 5.46%

pammtools's Introduction

R-CMD-check cran checks lifecycle Build Status Build Status codecov.io CRAN_Status_Badge CRAN_Download_Badge MIT license

pammtools: Piece-Wise Exponential Additive Mixed Modeling Tools

Installation

Install from CRAN or GitHub using:

# CRAN
install.packages("pammtools")

Overview

pammtools facilitates the estimation of Piece-wise exponential Additive Mixed Models (PAMMs) for time-to-event data. PAMMs can be represented as generalized additive models and can therefore be estimated using GAM software (e.g. mgcv), which, compared to other packages for survival analysis, often offers more flexibility w.r.t. to the specification of covariate effects (e.g. non-linear, time-varying effects, cumulative effects, etc.).

To get started, see the Articles section.

pammtools's People

Contributors

adibender avatar fabian-s avatar pkopper avatar lzumeta avatar jemus42 avatar hadley avatar gavinsimpson avatar staffanbetner avatar

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