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 29 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

DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  
WaveletSVR  
Wavelet-SVR Hybrid Model for Time Series Forecasting
The main aim of this package is to combine the advantage of wavelet and support vector machine model ...
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  
rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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