91 citations · 179 across the 14 of their papers we have counts for
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Bayesian detection of piecewise linear trends in replicated time-series with application to growth data modelling
Panagiotis Papastamoulis, Takanori Furukawa, Norman van Rhijn +3
We consider the situation where a temporal process is composed of contiguous segments with differing slopes and replicated noise-corrupted time series measurements are observed. Th…
Overfitting Bayesian Mixtures of Factor Analyzers with an Unknown Number of Components
Panagiotis Papastamoulis
Recent advances on overfitting Bayesian mixture models provide a solid and straightforward approach for inferring the underlying number of clusters and model parameters in heteroge…
Bayesian estimation of Differential Transcript Usage from RNA-seq data
Panagiotis Papastamoulis, Magnus Rattray
Next generation sequencing allows the identification of genes consisting of differentially expressed transcripts, a term which usually refers to changes in the overall expression l…