Presmoothed Landmark Aalen-Johansen Estimator of Transition Probabilities for Complex Multi-State Models


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Documentation for package ‘presmoothedTP’ version 0.1.0

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colonMSM Chemotherapy for Stage B/C colon cancer.
data data
ebmt4 Data from the European Society for Blood and Marrow Transplantation (EBMT).
prepTP Function to prepare data set for multi-state modeling in long format from data set in wide format.
presmoothTP This function implements presmoothed estimates based on the landmark Aalen-Johansen method for non-parametric estimation of transition probabilities in non-Markov multi-state models.
prothr Liver cirrhosis data - Abnormal prothrombin levels in liver cirrhosis.
transTP Define transition matrix for multi-state model.
unsmoothTP This function implements unsmoothed estimates of from the Aalen-Johansen estimator (AJ) and landmark Aalen-Johansen method of Putter & Spitoni (2016) for non-parametric estimation of transition probabilities in non-Markov multi-state models.