Horseshoe prior

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New findings and an extensive description of Rhinolophus marshalli Thonglongya, 1973 in Vietnam

Citings of Marshall’s horseshoe bat in areas where it has been previously found have been rare. Prior to this study, little was known about this species. By making use of data and material that were obtained in a series of field surveys conducted between 2006 and 2011, this paper provides an extensive view of the species and presents new findings important to future systematic studies and conservation assessments.

8p tamynhan8 04-11-2020 11 2 Download

Approximate inference of gene regulatory network models from RNA-Seq time series data

Inference of gene regulatory network structures from RNA-Seq data is challenging due to the nature of the data, as measurements take the form of counts of reads mapped to a given gene. Here we present a model for RNA-Seq time series data that applies a negative binomial distribution for the observations, and uses sparse regression with a horseshoe prior to learn a dynamic Bayesian network of interactions between genes.

12p viconnecticut2711 28-10-2020 19 0 Download