optimx, GeneralizedHyperbolic, gsl, coda, Rcpp (>= 0.12.17),
MASS, lme4, data.table, Matrix, methods

Nicolas Polson, James G. Scott, and Jesse Windle
The BayesLogit package does posterior simulation for
binary and multinomial logistic regression using the
Polya-Gamma latent variable technique. This method is fully
automatic, exact, and fast.  A routine to efficiently sample
from the Polya-Gamma class of distributions is included.

The BayesLogit package does posterior simulation for
binomial and multinomial logistic regression using the
Polya-Gamma latent variable technique. This method is fully
automatic, exact, and fast.  A routine to efficiently sample
from the Polya-Gamma class of distributions is included.

The BayesLogit package does posterior simulation for binomial and
multinomial logistic regression using the Polya-Gamma latent variable
technique. This method is fully automatic, exact, and fast.  A routine to
efficiently sample from the Polya-Gamma class of distributions is included.

c(
person("Nicholas G.", "Polson",
role = c("aut", "cph")),
person("James G.", "Scott",
role = c("aut", "cph")),
person("Jesse", "Windle", email = "jesse.windle@gmail.com",
role = c("aut", "cph")),
person("James Joseph", "Balamuta", email = "balamut2@illinois.edu",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-2826-8458"))
)
Perform posterior simulation for binomial and
multinomial logistic regression using the Polya-Gamma latent variable
technique. This method is fully automatic, exact, and fast.  A routine to
efficiently sample from the Polya-Gamma class of distributions is included
based on Polson, Scott, and Windle (2013) <doi:10.1080/01621459.2013.829001>.
Nicholas G. Polson [aut, cph],
James G. Scott [aut, cph],
Jesse Windle [aut, cph],
James Joseph Balamuta [aut, cre]
(<https://orcid.org/0000-0003-2826-8458>)

c(
person("Nicholas G.", "Polson",
role = c("aut", "cph")),
person("James G.", "Scott",
role = c("aut", "cph")),
person("Jesse", "Windle", email = "jesse.windle@gmail.com",
role = c("aut", "cre", "cph")),
person("Jari", "Oksanen",
role = c("ctb")),
person("James", "Balamuta",
role = c("ctb")))
Tools for sampling from the PolyaGamma distribution based on Polson, Scott, and Windle (2013) <doi:10.1080/01621459.2013.829001>.  Useful for logistic regression.
Nicholas G. Polson [aut, cph],
James G. Scott [aut, cph],
Jesse Windle [aut, cre, cph],
Jari Oksanen [ctb],
James Balamuta [ctb]