=================================================================== RCS file: /home/cvs/OpenXM/src/R/r-packages/hgm/man/hgm-package.Rd,v retrieving revision 1.9 retrieving revision 1.10 diff -u -p -r1.9 -r1.10 --- OpenXM/src/R/r-packages/hgm/man/hgm-package.Rd 2014/03/31 06:20:06 1.9 +++ OpenXM/src/R/r-packages/hgm/man/hgm-package.Rd 2014/03/31 07:23:09 1.10 @@ -1,4 +1,4 @@ -%% $OpenXM: OpenXM/src/R/r-packages/hgm/man/hgm-package.Rd,v 1.8 2014/03/31 00:49:51 takayama Exp $ +%% $OpenXM: OpenXM/src/R/r-packages/hgm/man/hgm-package.Rd,v 1.9 2014/03/31 06:20:06 takayama Exp $ \name{hgm-package} \alias{hgm-package} \alias{HGM} @@ -8,7 +8,7 @@ HGM } \description{ -The holonomic gradient method (HGM, hgm) gives a way to evaluate normalization +The holonomic gradient method (HGM, hgm) gives a way to evaluate normalizing constants of unnormalized probability distributions by utilizing holonomic systems of differential equations. The holonomic gradient descent (HGD, hgd) gives a method @@ -22,7 +22,7 @@ License: \tab GPL-2\cr LazyLoad: \tab yes\cr } The HGM and HGD are proposed in the paper below. -This method based on the fact that a broad class of normalization constants +This method based on the fact that a broad class of normalizing constants of unnormalized probability distributions belongs to the class of holonomic functions, which are solutions of holonomic systems of linear partial differential equations. @@ -38,8 +38,8 @@ partial differential equations. } \references{ \itemize{ -\item Hiromasa Nakayama, Kenta Nishiyama, Masayuki Noro, Katsuyoshi Ohara, -[N3OST2] Tomonari Sei, Nobuki Takayama, Akimichi Takemura, +\item [N3OST2] Hiromasa Nakayama, Kenta Nishiyama, Masayuki Noro, Katsuyoshi Ohara, +Tomonari Sei, Nobuki Takayama, Akimichi Takemura, Holonomic Gradient Descent and its Application to Fisher-Bingham Integral, Advances in Applied Mathematics 47 (2011), 639--658, \url{http://dx.doi.org/10.1016/j.aam.2011.03.001} @@ -53,11 +53,11 @@ Advances in Applied Mathematics 47 (2011), 639--658, \keyword{ HGM } \keyword{ HGD } \seealso{ -\code{\link{hgm.mleFBByOptim}} -\code{\link{hgm.ncBingham}} -\code{\link{hgm.ncorthant}} -\code{\link{hgm.ncso3}} -\code{\link{hgm.pwishart}} +\code{\link{hgm.mleFBByOptim}}, +\code{\link{hgm.ncBingham}}, +\code{\link{hgm.ncorthant}}, +\code{\link{hgm.ncso3}}, +\code{\link{hgm.pwishart}}, \code{\link{hgm.Rhgm}} } \examples{