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 04 Jul. 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

multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  
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  
PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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