2 papers
stat.ME2023
Sparse estimation of parameter support sets for generalized vector autoregressions by resampling and model aggregation
Trevor D. Ruiz, Sharmodeep Bhattacharyya, Sarah C. Emerson
The central problem we address in this work is estimation of the parameter support set S, the set of indices corresponding to nonzero parameters, in the context of a sparse paramet…
stat.ME2015
Bayesian Estimation of Negative Binomial Parameters with Applications to RNA-Seq Data
Luis Leon-Novelo, Claudio Fuentes, Sarah Emerson
RNA-Seq data characteristically exhibits large variances, which need to be appropriately accounted for in the model. We first explore the effects of this variability on the maximum…