86 citations · 307 across the 40 of their papers we have counts for
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math.OC2016★ 4 cited
Clustering sequence data with mixture Markov chains with covariates using multiple simplex constrained optimization routine (MSiCOR)
Priyam Das, Deborshee Sen, Debsurya De +5
Mixture Markov Model (MMM) is a widely used tool to cluster sequences of events coming from a finite state-space. However the MMM likelihood being multi-modal, the challenge remain…
stat.ME2016
Evaluating Surrogate Marker Information using Censored Data
Layla Parast, Tianxi Cai, Lu Tian
Given the long follow-up periods that are often required for treatment or intervention studies, the potential to use surrogate markers to decrease the required follow-up time is a…