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stat.ME2023
Restricted Mean Survival Time Estimation Using Bayesian Nonparametric Dependent Mixture Models
Ruizhe Chen, Sanjib Basu, Qian Shi
Restricted mean survival time (RMST) is an intuitive summary statistic for time-to-event random variables, and can be used for measuring treatment effects. Compared to hazard ratio…
stat.ME2021
Bayesian Functional Data Analysis over Dependent Regions and Its Application for Identification of Differentially Methylated Regions
Suvo Chatterjee, Shrabanti Chowdhury, Duchwan Ryu +1
We consider a Bayesian functional data analysis for observations measured as extremely long sequences. Splitting the sequence into a number of small windows with manageable length,…