Uncertainty Quantified Matrix Completion using Bayesian
Hierarchical Matrix Factorization
Farideh Fazayeli, Arindam Banerjee, Jens Kattge, Franziska Schrodt, Peter Reich
Fills the gaps of a matrix incorporating a hierarchical side
information while providing uncertainty quantification.

Structural Bayesian Vector Autoregression Models
Provides a function for running Structural Bayesian Vector Autoregression models with the method developed by Baumeister and Hamilton (2015) <doi:10.3982/ECTA12356>, Baumeister and Hamilton (2017) <doi:10.3386/w24167>, and Baumeister and Hamilton (2018) <doi:10.1016/j.jmoneco.2018.06.005>. Functions for plotting impulse responses, historical decompositions, and posterior distributions of model parameters are also provided.

Provides a function for estimating the parameters of Structural Bayesian Vector Autoregression models with the method developed by Baumeister and Hamilton (2015) <doi:10.3982/ECTA12356>, Baumeister and Hamilton (2017) <doi:10.3386/w24167>, and Baumeister and Hamilton (2018) <doi:10.1016/j.jmoneco.2018.06.005>. Functions for plotting impulse responses, historical decompositions, and posterior distributions of model parameters are also provided.

Bayesian Multi-Plate High-Throughput Screening of Compounds
c(person(c("Ivo", "D."), "Shterev", role = c("aut", "cre"),
email = "i.shterev@duke.edu"),
person(c("David", "B."), "Dunson", role = "aut"),
person("Cliburn", "Chan", role = "aut"),
person(c("Gregory", "D."), "Sempowski", role = "aut"))
Can be used for joint identification of candidate compound hits from multiple assays, in drug discovery. This package implements the framework of I. D. Shterev, D. B. Dunson, C. Chan and G. D. Sempowski. "Bayesian Multi-Plate High-Throughput Screening of Compounds", Scientific Reports (to appear). This project was funded by the Division of Allergy, Immunology, and Transplantation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, under contract No. HHSN272201400054C entitled "Adjuvant Discovery For Vaccines Against West Nile Virus and Influenza", awarded to Duke University and lead by Drs. Herman Staats and Soman Abraham.
Ivo D. Shterev [aut, cre],
David B. Dunson [aut],
Cliburn Chan [aut],
Gregory D. Sempowski [aut]