TPmsm: Estimation of the Transition Probabilities in 3-State Models
One major goal in clinical applications of multi-state models is the estimation of transition probabilities. The usual nonparametric estimator of the transition matrix for non-homogeneous Markov processes is the Aalen-Johansen estimator (Aalen and Johansen 1978). However, two problems may arise from...
Main Authors: | Artur Araújo, Luís Meira-Machado, Javier Roca-Pardiñas |
---|---|
Format: | Article |
Language: | English |
Published: |
Foundation for Open Access Statistics
2014-12-01
|
Series: | Journal of Statistical Software |
Online Access: | http://www.jstatsoft.org/index.php/jss/article/view/2209 |
Similar Items
-
p3state.msm: Analyzing Survival Data from an Illness-Death Model
by: Luís Filipe Meira Machado, et al.
Published: (2011-01-01) -
npregfast: An R Package for Nonparametric Estimation and Inference in Life Sciences
by: Marta Sestelo, et al.
Published: (2017-12-01) -
Estimation of state-transition probability matrices in asynchronous population Markov processes
by: Farahat, Waleed A., et al.
Published: (2013) -
State Estimation for Nonlinear Discrete-Time Systems with Markov Jumps and Nonhomogeneous Transition Probabilities
by: Shunyi Zhao, et al.
Published: (2013-01-01) -
Improving the Estimation of Markov Transition Probabilities Using Mechanistic-Empirical Models
by: Daijiro Mizutani, et al.
Published: (2017-10-01)