Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm
نویسندگان
چکیده
منابع مشابه
Nonparametric Estimation of Conditional Transition Probabilities in a non-Markov Illness-death Model
One important goal in multi-state modeling is the estimation of transition probabilities. In longitudinal medical studies these quantities are particularly of interest since they allow for long-term predictions of the process. In recent years significant contributions have been made regarding this topic. However, most of the approaches assume independent censoring and do not account for the inf...
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In this paper we consider nonparametric estimation of transition probabilities for multi-state models. Specifically, we focus on the illness-death or disability model. The main novelty of the proposed estimators is that they do not rely on the Markov assumption, typically assumed to hold in a multi-state model. We investigate the asymptotic properties of the introduced estimators, such as their...
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ژورنال
عنوان ژورنال: Journal of Statistical Software
سال: 2018
ISSN: 1548-7660
DOI: 10.18637/jss.v083.i10