nhm - Non-Homogeneous Markov and Hidden Markov Multistate Models
Fits non-homogeneous Markov multistate models and misclassification-type hidden Markov models in continuous time to intermittently observed data. Implements the methods in Titman (2011) <doi:10.1111/j.1541-0420.2010.01550.x>. Uses direct numerical solution of the Kolmogorov forward equations to calculate the transition probabilities.
Last updated 1 years ago
2.00 score 1 stars 4 scripts 186 downloadsmiscIC - Misclassified Interval Censored Time-to-Event Data
Estimation of the survivor function for interval censored time-to-event data subject to misclassification using nonparametric maximum likelihood estimation, implementing the methods of Titman (2017) <doi:10.1007/s11222-016-9705-7>. Misclassification probabilities can either be specified as fixed or estimated. Models with time dependent misclassification may also be fitted.
Last updated 5 years ago
1.00 score 160 downloads