Package: walker
Type: Package
Title: Bayesian Generalized Linear Models with Time-Varying
        Coefficients
Version: 0.4.0
Date: 2020-05-14
Description: Bayesian generalized linear models with time-varying coefficients. 
    Gaussian, Poisson, and binomial observations are supported. 
    The Markov chain Monte Carlo computations are done using 
    Hamiltonian Monte Carlo provided by Stan, using a state space representation 
    of the model in order to marginalise over the coefficients for efficient sampling. 
    For non-Gaussian models, the package uses the importance sampling type estimators based on 
    approximate marginal MCMC as in Vihola, Helske, Franks (2017, <arXiv:1609.02541>).
Authors@R: 
    person(given = "Jouni",
           family = "Helske",
           role = c("aut", "cre"),
           email = "jouni.helske@iki.fi",
           comment = c(ORCID = "0000-0001-7130-793X"))
License: GPL (>= 3)
Suggests: diagis, gridExtra, knitr (>= 1.11), rmarkdown (>= 0.8.1),
        testthat
Depends: R (>= 3.4.0), Rcpp (>= 0.12.9), rstan (>= 2.18.1)
Imports: bayesplot, coda, dplyr, Hmisc, ggplot2, KFAS, methods, rlang,
        rstantools (>= 2.0.0)
LinkingTo: StanHeaders (>= 2.18.0), rstan (>= 2.18.1), BH (>= 1.66.0),
        Rcpp (>= 0.12.9), RcppArmadillo, RcppEigen (>= 0.3.3.3.0)
SystemRequirements: C++14, GNU make
VignetteBuilder: knitr
RoxygenNote: 7.1.0
ByteCompile: true
URL: https://github.com/helske/walker
BugReports: https://github.com/helske/walker/issues
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2020-05-15 16:29:24 UTC; jovetale
Author: Jouni Helske [aut, cre] (<https://orcid.org/0000-0001-7130-793X>)
Maintainer: Jouni Helske <jouni.helske@iki.fi>
Repository: CRAN
Date/Publication: 2020-05-15 18:20:03 UTC
Built: R 4.0.2; x86_64-w64-mingw32; 2020-08-02 17:23:26 UTC; windows
Archs: i386, x64
