Other packages > Find by keyword >

presmoothedTP  

Presmoothed Landmark Aalen-Johansen Estimator of Transition Probabilities for Complex Multi-State Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("presmoothedTP", "0.1.0")



Attach the package and use:
library("presmoothedTP")
Maintained by
Gustavo Soutinho
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-22
Latest Update: 2025-01-22
Description:
Multi-state models are essential tools in longitudinal data analysis. One primary goal of these models is the estimation of transition probabilities, a critical metric for predicting clinical prognosis across various stages of diseases or medical conditions. Traditionally, inference in multi-state models relies on the Aalen-Johansen (AJ) estimator which is consistent under the Markov assumption. However, in many practical applications, the Markovian nature of the process is often not guaranteed, limiting the applicability of the AJ estimator in more complex scenarios. This package extends the landmark Aalen-Johansen estimator (Putter, H, Spitoni, C (2018) <doi:10.1177/0962280216674497>) incorporating presmoothing techniques described by Soutinho, Meira-Machado and Oliveira (2020) <doi:10.1080/03610918.2020.1762895>, offering a robust alternative for estimating transition probabilities in non-Markovian multi-state models with multiple states and potential reversible transitions.
How to cite:
Gustavo Soutinho (2025). presmoothedTP: Presmoothed Landmark Aalen-Johansen Estimator of Transition Probabilities for Complex Multi-State Models. R package version 0.1.0, https://cran.r-project.org/web/packages/presmoothedTP. Accessed 09 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited presmoothedTP R package
View presmoothedTP citation profile
Other R packages that presmoothedTP depends, imports, suggests or enhances
Complete documentation for presmoothedTP
Functions, R codes and Examples using the presmoothedTP R package
Full presmoothedTP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
handyplots  
Handy Plots
Several handy plots for quickly looking at the relationship between two numeric vectors of equal len ...
Download / Learn more Package Citations See dependency  
linemap  
Line Maps
Create maps made of lines. The package contains one function: linemap(). linemap() displays a map m ...
Download / Learn more Package Citations See dependency  
wheatmap  
Incrementally Build Complex Plots using Natural Semantics
Builds complex plots, heatmaps in particular, using natural semantics. Bigger plots can be assembled ...
Download / Learn more Package Citations See dependency  
stdReg  
Regression Standardization
Contains functionality for regression standardization. Four general classes of models are allowed; g ...
Download / Learn more Package Citations See dependency  
Formula  
Extended Model Formulas
Infrastructure for extended formulas with multiple parts on the right-hand side and/or multiple res ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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