Statistical tools for Bayesian structure learning in undirected graphical models for continuous, discrete, and mixed data. The package is implemented the recent improvements in the Bayesian graphical models literature, including Mohammadi and Wit (2015) <doi:10.1214/14-BA889>, Mohammadi and Wit (2019) <doi:10.18637/jss.v089.i03>.

c(person(given = "Reza",
family = "Mohammadi",
role = c("aut", "cre"),
email = "a.mohammadi@uva.nl",
comment = c(ORCID = "0000-0001-9538-0648")),
person(given = "Ernst",
family = "Wit",
role = c("aut"),
comment = c(ORCID = "0000-0002-3671-9610")),
person(given = "Adrian",
family = "Dobra",
role = c("ctb"),
comment = c(ORCID = "0000-0001-7793-2197"))
)

Statistical tools for Bayesian structure learning in undirected graphical models for continuous, discrete, and mixed data. The package is implemented the recent improvements in the Bayesian graphical models' literature, including Mohammadi and Wit (2015) <doi:10.1214/14-BA889>, Mohammadi et al. (2021) <doi:10.1080/01621459.2021.1996377>, and Mohammadi and Wit (2019) <doi:10.18637/jss.v089.i03>.

ssgraph, huge, pROC, ggplot2, tmvtnorm, skimr, knitr,
rmarkdown

ssgraph, huge, tmvtnorm, skimr, knitr, rmarkdown

Graph selection based on birth-death MCMC
The package 'BDgraph' is a statistical tool for model selection in undirected Gaussian graphical models. Our methodology is based on birth-death Markov chain Monte Carlo (BD-MCMC) algorithm which is the main function with the name 'bdgraph'.

Analyze bioequivalence study data in a industrial strength. Sample size could be determined for various crossover designs, such as 2x2 design, 2x4 design, 4x4 design, Balaam design, Two-sequence dual design, and William design.
Reference: Chow SC, Liu JP. Design and Analysis of Bioavailability and Bioequivalence Studies. 3rd ed. (2009, ISBN:978-1-58488-668-6).

Analyze bioequivalence study data with industrial strength. Sample size could be determined for various crossover designs, such as 2x2 design, 2x4 design, 4x4 design, Balaam design, Two-sequence dual design, and William design.
Reference: Chow SC, Liu JP. Design and Analysis of Bioavailability and Bioequivalence Studies. 3rd ed. (2009, ISBN:978-1-58488-668-6).