Package: hdpGLM 1.0.3

Diogo Ferrari

hdpGLM: Hierarchical Dirichlet Process Generalized Linear Models

Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear Model (hdpGLM) presented in the paper Ferrari (2020) Modeling Context-Dependent Latent Heterogeneity, Political Analysis <doi:10.1017/pan.2019.13> and <doi:10.18637/jss.v107.i10>.

Authors:Diogo Ferrari [aut, cre]

hdpGLM_1.0.3.tar.gz
hdpGLM_1.0.3.tar.gz(r-4.5-noble)hdpGLM_1.0.3.tar.gz(r-4.4-noble)
hdpGLM_1.0.3.tgz(r-4.4-emscripten)hdpGLM_1.0.3.tgz(r-4.3-emscripten)
hdpGLM.pdf |hdpGLM.html
hdpGLM/json (API)
NEWS

# Install 'hdpGLM' in R:
install.packages('hdpGLM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/diogoferrari/hdpglm/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • welfare - Fake data set with 2000 observations
  • welfare2 - Fake data set with 2000 observations

openblascpp

2.70 score 5 scripts 278 downloads 14 exports 177 dependencies

Last updated 1 years agofrom:e229ce8bd4. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 06 2024
R-4.5-linux-x86_64NOTEDec 06 2024

Exports:classifyhdpGLMhdpGLM_classifyhdpGLM_simParametershdpGLM_simulateDatamcmc_info.dpGLMmcmc_info.hdpGLMnclustersplot_betaplot_beta_simplot_hdpglmplot_pexp_betaplot_tausummary_tidy

Dependencies:abindaskpassbackportsbase64encbitbit64blobbootbroombslibcachemcallrcarcarDatacellrangercheckmateclassclassIntclicliprclustercodacolorspacecommonmarkconflictedcorrplotcowplotcpp11crayoncurldata.tableDBIdbplyrDerivdigestdoBydplyrdtplyre1071evaluatefansifarverfastmapfontawesomeforcatsforeignFormulaformula.toolsfsgarglegenericsggjoyggplot2ggpubrggrepelggridgesggsciggsignifgluegoogledrivegooglesheets4gridExtragtablehavenhighrHmischmshtmlTablehtmltoolshtmlwidgetshttpuvhttridsisobandisotonejquerylibjsonliteKernSmoothknitrlabelinglabelledLaplacesDemonlaterlatticelifecyclelme4lubridatemagrittrMASSMatrixMatrixModelsmcmcMCMCpackmemoisemgcvmicrobenchmarkmimeminiUIminqamodelrmunsellmvtnormnlmenloptrnnetnnlsnumDerivopenssloperator.toolspbkrtestpillarpkgconfigpngpolynomprettyunitsprocessxprogresspromisesproxypspurrrquantregquestionrR.cacheR.methodsS3R.ooR.utilsR6raggrappdirsRColorBrewerRcppRcppArmadilloRcppEigenreadrreadxlrematchrematch2reprexrlangrmarkdownrpartrprojrootrstatixrstudioapirvestsassscalesselectrshinysourcetoolsSparseMstringistringrstylersurvivalsyssystemfontstextshapingtibbletidyrtidyselecttidyversetimechangetinytextzdbutf8uuidvctrsviridisviridisLitevroomwithrxfunxml2xtableyaml

hdpGLM

Rendered fromhdpGLM.Rmdusingknitr::rmarkdownon Dec 06 2024.

Last update: 2022-05-06
Started: 2020-11-09