Package: hhsmm 0.2.5

hhsmm: Hidden Hybrid Markov/Semi-Markov Model Fitting

Develops algorithms for fitting, prediction, simulation and initialization of the hidden hybrid Markov/semi-Markov model, introduced by Guedon (2005) <doi:10.1016/j.csda.2004.05.033>, which also includes several tools for handling missing data, nonparametric mixture of B-splines emissions (Langrock et al., 2015 <doi:10.1111/biom.12282>), fitting regime switching regression (Kim et al., 2008 <doi:10.1016/j.jeconom.2007.10.002>) and auto-regressive hidden hybrid Markov/semi-Markov model, and many other useful tools (read for more description: <arxiv:2109.12489>).

Authors:Morteza Amini [aut, cre, cph], Afarin Bayat [aut], Reza Salehian [aut]

hhsmm_0.2.5.tar.gz
hhsmm_0.2.5.zip(r-4.5)hhsmm_0.2.5.zip(r-4.4)hhsmm_0.2.5.zip(r-4.3)
hhsmm_0.2.5.tgz(r-4.4-x86_64)hhsmm_0.2.5.tgz(r-4.4-arm64)hhsmm_0.2.5.tgz(r-4.3-x86_64)hhsmm_0.2.5.tgz(r-4.3-arm64)
hhsmm_0.2.5.tar.gz(r-4.5-noble)hhsmm_0.2.5.tar.gz(r-4.4-noble)
hhsmm_0.2.5.tgz(r-4.4-emscripten)hhsmm_0.2.5.tgz(r-4.3-emscripten)
hhsmm.pdf |hhsmm.html✨
hhsmm/json (API)

Peer review:

Bug tracker:https://github.com/mortamini/hhsmm/issues

On CRAN:

26 exports 2 stars 0.87 score 105 dependencies 4 scripts 557 downloads

Last updated 2 years agofrom:9b1989404c. Checks:OK: 1 ERROR: 8. Indexed: yes.

Exports:cov.miss.mix.wtcov.mix.wtdmixlmdmixmvnormdnonparhhsmmdatahhsmmfithhsmmspechomogeneityinitial_clusterinitial_estimateinitialize_modellagdataltr_clusltr_reg_clusmake_modelmiss_mixmvnorm_mstepmixdiagmvnorm_mstepmixlm_mstepmixmvnorm_mstepnonpar_msteprmixarrmixlmrmixmvnormscoretrain_test_split

Dependencies:backportsbase64encbitbit64bootbroombslibcachemclicliprCMAPSScodetoolscolorspacecpp11cprcrayondigestdplyrevaluatefansifarverfastmapfontawesomeforcatsforeachfsgenericsggplot2glmnetglueGPArotationgtablehavenhighrhmshtmltoolshtmlwidgetsisobanditeratorsjomojquerylibjsonliteknitrlabelinglatticelifecyclelme4magrittrMASSMatrixmemoisemgcvmicemimeminqamisc3dmitmlmnormtmunsellmvtnormnlmenloptrnnetnumDerivordinalpanpillarpkgconfigplot3DprettyunitsprogresspsychpurrrR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrrglrlangrmarkdownrpartsassscalesshapestringistringrsurvivaltibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomwithrxfunyaml