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Annotation of OpenXM/src/R/r-packages/hgm_fb/man/hgm_fb-package.Rd, Revision 1.2

1.2     ! takayama    1: %% $OpenXM: OpenXM/src/R/r-packages/hgm_fb/man/hgm_fb-package.Rd,v 1.1 2015/03/26 06:45:11 takayama Exp $
        !             2: \name{hgmFB-package}
1.1       takayama    3: \alias{hgm_fb-package}
                      4: \alias{HGM_FB}
                      5: \alias{hgm_fb}
                      6: \docType{package}
                      7: \title{
                      8: HGM
                      9: }
                     10: \description{
                     11:   This package evaluates the normalizing constant for the Fisher-Bingham distributions and solves MLE problems by utilizing the holonomic gradient
                     12: method.
                     13: }
                     14: \details{
                     15: \tabular{ll}{
                     16: Package: \tab hgm_fb\cr
                     17: Type: \tab Package\cr
                     18: License: \tab GPL-2\cr
                     19: LazyLoad: \tab yes\cr
                     20: }
                     21:   This package evaluates the normalizing constant for the Fisher-Bingham distributions and solves MLE problems by utilizing the holonomic gradient
                     22: method.
                     23: The HGM and HGD are proposed in the paper below.
                     24: This method based on the fact that a broad class of normalizing constants
                     25: of unnormalized probability distributions belongs to the class of
                     26: holonomic functions, which are solutions of holonomic systems of linear
                     27: partial differential equations.
                     28: }
                     29: \note{
                     30: %  (see \code{\link[gsl]{gsl-package}}).
                     31: %  When you use the package gsl, it is recommeded to unload the shared libraries
                     32: %  of the package hgm by \code{library.dynam.unload("hgm")}<--error, todo.
                     33: %  (see \code{\link[base]{library.dynam.unload}}).
                     34: }
                     35: \references{
                     36: \itemize{
                     37: \item  [N3OST2]  Hiromasa Nakayama, Kenta Nishiyama, Masayuki Noro, Katsuyoshi Ohara,
                     38: Tomonari Sei, Nobuki Takayama, Akimichi Takemura,
                     39: Holonomic Gradient Descent  and its Application to Fisher-Bingham Integral,
                     40: Advances in Applied Mathematics 47 (2011), 639--658,
                     41: \url{http://dx.doi.org/10.1016/j.aam.2011.03.001}
                     42: \item [dojo] Edited by T.Hibi,  Groebner Bases: Statistics and Software Systems, Springer, 2013,
                     43: \url{http://dx.doi.org/10.1007/978-4-431-54574-3}
                     44: \item  \url{http://www.openxm.org}
                     45: }
                     46: }
                     47: \keyword{ package }
                     48: \keyword{ holonomic gradient method}
                     49: \keyword{ holonomic gradient descent}
                     50: \keyword{ HGM }
                     51: \keyword{ HGD }
                     52: \keyword{Fisher-Bingham distribution}
                     53: \seealso{
                     54: \code{\link{hgm.z.mleFBByOptim}},
                     55: }
                     56: \examples{
                     57: \dontrun{
                     58: }
                     59: }