mapfit: A Tool for PH/MAP Parameter Estimation

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Estimation methods for phase-type distribution (PH) and Markovian arrival process (MAP) from empirical data (point and grouped data) and density function.

Author
Hiroyuki Okamura
Date of publication
2015-03-24 18:15:53
Maintainer
Hiroyuki Okamura <okamu@rel.hiroshima-u.ac.jp>
License
GPL (>= 2)
Version
0.9.7

View on CRAN

Man pages

BCpAug89
Packet Trace Data
cf1
Canonical Form 1 for Phase-Type (PH) Distribution
cf1-class
Class of canonical form 1 (PH distribution)
erhmm
ER-HMM (HMM with Erlang outputs)
erhmm-class
Class of ER-HMM
herlang
Hyper-Erlang Distribution
herlang-class
Class of hyper Erlang
map
Markovian Arrival Process (MAP)
map-class
Classes of MAP
mapfit.group
MAP fitting with grouped data
mapfit-package
PH/MAP parameter estimation tool
mapfit.point
MAP fitting with time point data
map.mmoment
Moments for Markovian arrival pcess (MAP)
ph
Phase-Type (PH) Distribution
ph-class
Class of general PH distributions
phfit.3mom
PH fitting with three moments
phfit.density
PH fitting with density function
phfit.group
PH fitting with grouped data
phfit.point
PH fitting with point data
ph.moment-method
Moments for Phase-Type (PH) Distribution

Files in this package

mapfit
mapfit/src
mapfit/src/Makevars
mapfit/src/R_estep.cc
mapfit/src/R_common.cc
mapfit/src/R_mstep.cc
mapfit/src/scimatrix
mapfit/src/scimatrix/blas_wrap
mapfit/src/scimatrix/blas_wrap/lapack.h
mapfit/src/scimatrix/blas_wrap/dgesv.c
mapfit/src/scimatrix/blas_wrap/dgesv.h
mapfit/src/scimatrix/blas_wrap/myblas.h
mapfit/src/scimatrix/blas_wrap/dpotrf.h
mapfit/src/scimatrix/blas_wrap/dggglm.c
mapfit/src/scimatrix/blas_wrap/dkron.c
mapfit/src/scimatrix/blas_wrap/dggglm.h
mapfit/src/scimatrix/blas_wrap/blas.h
mapfit/src/scimatrix/blas_wrap/blas.c
mapfit/src/scimatrix/blas_wrap/dpotrf.c
mapfit/src/scimatrix/blas_wrap/myblas.c
mapfit/src/scimatrix/blas_wrap/lapack.c
mapfit/src/scimatrix/matrix
mapfit/src/scimatrix/matrix/blas_cscmatrix.cc
mapfit/src/scimatrix/matrix/blas_dmatrix.cc
mapfit/src/scimatrix/matrix/blas_csrmatrix.cc
mapfit/src/scimatrix/matrix/blas_vector.cc
mapfit/src/scimatrix/matrix/blas_matrix.cc
mapfit/src/scimatrix/matrix/blas_coomatrix.cc
mapfit/src/scimatrix/spblas_wrap
mapfit/src/scimatrix/spblas_wrap/myspblas.h
mapfit/src/scimatrix/spblas_wrap/spblas.h
mapfit/src/scimatrix/spblas_wrap/arnoldi.c
mapfit/src/scimatrix/spblas_wrap/myspblas.c
mapfit/src/scimatrix/spblas_wrap/dspkron.c
mapfit/src/scimatrix/spblas_wrap/arnoldi.h
mapfit/src/scimatrix/spblas_wrap/spblas.c
mapfit/src/scimatrix/include
mapfit/src/scimatrix/include/sci_csrmatrix.hh
mapfit/src/scimatrix/include/sci_dcgnr.hh
mapfit/src/scimatrix/include/sci_blas.hh
mapfit/src/scimatrix/include/sci_cscmatrix.hh
mapfit/src/scimatrix/include/sci_range.hh
mapfit/src/scimatrix/include/sci_coomatrix.hh
mapfit/src/scimatrix/include/sci_spmatrix.hh
mapfit/src/scimatrix/include/sci_matrix.hh
mapfit/src/scimatrix/include/sci_array.hh
mapfit/src/scimatrix/include/sci_vector.hh
mapfit/src/scimatrix/include/sci_spblas.hh
mapfit/src/R_mexp.cc
mapfit/src/mexp
mapfit/src/mexp/src
mapfit/src/mexp/src/mexp_pade.cc
mapfit/src/mexp/src/mexpi_unif_thread.cc
mapfit/src/mexp/src/mpow.cc
mapfit/src/mexp/src/mexp_unif_thread.cc
mapfit/src/mexp/src/mexpi_unif.cc
mapfit/src/mexp/src/mexpc_unif.cc
mapfit/src/mexp/src/poisson.cc
mapfit/src/mexp/src/mexp_krylov.cc
mapfit/src/mexp/src/mexp_unif.cc
mapfit/src/mexp/src/mexpi_krylov.cc
mapfit/src/mexp/src/unif.cc
mapfit/src/mexp/src/gs.cc
mapfit/src/mexp/src/poisson.h
mapfit/src/mexp/src/Cpoisson.c
mapfit/src/mexp/src/gth.cc
mapfit/src/mexp/include
mapfit/src/mexp/include/poisson.hh
mapfit/src/mexp/include/mexp.hh
mapfit/src/R_common.h
mapfit/src/allheader.h
mapfit/src/init.c
mapfit/src/mapfitlib
mapfit/src/mapfitlib/src
mapfit/src/mapfitlib/src/gauss_inte.h
mapfit/src/mapfitlib/src/erf.c
mapfit/src/mapfitlib/src/gamma.c
mapfit/src/mapfitlib/src/phase_erlang_mstep.cc
mapfit/src/mapfitlib/src/phase_erlang_estep.cc
mapfit/src/mapfitlib/src/phase_estep.cc
mapfit/src/mapfitlib/src/erf.h
mapfit/src/mapfitlib/src/hmm_mstep.cc
mapfit/src/mapfitlib/src/pgamma.h
mapfit/src/mapfitlib/src/hmm_estep.cc
mapfit/src/mapfitlib/src/pgamma.c
mapfit/src/mapfitlib/src/map_mstep.cc
mapfit/src/mapfitlib/src/map_estep.cc
mapfit/src/mapfitlib/src/phase_mstep.cc
mapfit/src/mapfitlib/src/annealing.cc
mapfit/src/mapfitlib/src/gauss_inte.c
mapfit/src/mapfitlib/src/pnormal.h
mapfit/src/mapfitlib/src/gmmpp.cc
mapfit/src/mapfitlib/src/pnormal.c
mapfit/src/mapfitlib/src/gamma.h
mapfit/src/mapfitlib/src/map_blas.cc
mapfit/src/mapfitlib/src/erlang.cc
mapfit/src/mapfitlib/src/erlang.hh
mapfit/src/mapfitlib/include
mapfit/src/mapfitlib/include/phfit.hh
mapfit/src/mapfitlib/include/mapfit.hh
mapfit/NAMESPACE
mapfit/data
mapfit/data/BCpAug89.RData
mapfit/R
mapfit/R/model_cf1.R
mapfit/R/AllClasses.R
mapfit/R/fit_mapfit_gmmpp.R
mapfit/R/data_mapdata.R
mapfit/R/fit_mapfit.R
mapfit/R/fit_phfit_herlang.R
mapfit/R/fit_phfit_gen.R
mapfit/R/model_herlang.R
mapfit/R/model_ph.R
mapfit/R/fit_emfit.R
mapfit/R/fit_mapfit_erhmm.R
mapfit/R/model_erhmm.R
mapfit/R/fit_phfit_cf1.R
mapfit/R/fit_phfit_mm_osogami.R
mapfit/R/phsrm.R
mapfit/R/util_mexp.R
mapfit/R/common.R
mapfit/R/fit_phfit.R
mapfit/R/util_weight.R
mapfit/R/model_gmmpp.R
mapfit/R/fit_phfit_mm.R
mapfit/R/data_phdata.R
mapfit/R/model_map.R
mapfit/R/util_herlang_shape.R
mapfit/R/fit_mapfit_gen.R
mapfit/R/zzz.R
mapfit/R/fit_phfit_mm_bobbio.R
mapfit/MD5
mapfit/DESCRIPTION
mapfit/man
mapfit/man/ph-class.Rd
mapfit/man/ph.moment-method.Rd
mapfit/man/phfit.group.Rd
mapfit/man/map.Rd
mapfit/man/mapfit.group.Rd
mapfit/man/erhmm.Rd
mapfit/man/map-class.Rd
mapfit/man/phfit.point.Rd
mapfit/man/ph.Rd
mapfit/man/herlang.Rd
mapfit/man/erhmm-class.Rd
mapfit/man/BCpAug89.Rd
mapfit/man/map.mmoment.Rd
mapfit/man/mapfit.point.Rd
mapfit/man/phfit.3mom.Rd
mapfit/man/cf1.Rd
mapfit/man/phfit.density.Rd
mapfit/man/herlang-class.Rd
mapfit/man/mapfit-package.Rd
mapfit/man/cf1-class.Rd