Package: kDGLM 1.2.1

kDGLM: Bayesian Analysis of Dynamic Generalized Linear Models

Provide routines for filtering and smoothing, forecasting, sampling and Bayesian analysis of Dynamic Generalized Linear Models using the methodology described in Alves et al. (2024)<doi:10.48550/arXiv.2201.05387> and dos Santos Jr. et al. (2024)<doi:10.48550/arXiv.2403.13069>.

Authors:Silvaneo Vieira dos Santos Junior [aut, cre], Mariane Branco Alves [aut], Hélio dos Santos Migon [aut]

kDGLM_1.2.1.tar.gz
kDGLM_1.2.1.zip(r-4.5)kDGLM_1.2.1.zip(r-4.4)kDGLM_1.2.1.zip(r-4.3)
kDGLM_1.2.1.tgz(r-4.4-any)kDGLM_1.2.1.tgz(r-4.3-any)
kDGLM_1.2.1.tar.gz(r-4.5-noble)kDGLM_1.2.1.tar.gz(r-4.4-noble)
kDGLM_1.2.1.tgz(r-4.4-emscripten)kDGLM_1.2.1.tgz(r-4.3-emscripten)
kDGLM.pdf |kDGLM.html✨
kDGLM/json (API)

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

Peer review:

Bug tracker:https://github.com/silvaneojunior/kdglm/issues

Datasets:
  • chickenPox - Hospital admissions by chicken pox in Brazil
  • cornWheat - Corn and wheat prices from 1986 to 2014
  • gastroBR - Hospital admissions from gastroenteritis in Brazil
  • noticeSARI - SARI data from Belo Horizonte

On CRAN:

5.54 score 2 stars 8 scripts 211 downloads 31 exports 10 dependencies

Last updated 3 months agofrom:d3c9673169. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-winNOTENov 07 2024
R-4.5-linuxNOTENov 07 2024
R-4.4-winNOTENov 07 2024
R-4.4-macNOTENov 07 2024
R-4.3-winNOTENov 07 2024
R-4.3-macNOTENov 07 2024

Exports:block_multblock_renameblock_superposCAR_priorcolQuantileeval_dlm_log_likeeval_dlm_norm_consteval_dlm_posteval_dlm_priorfit_modelforecastGammagamma_predharmonic_blockif.naif.nanif.nullinterventionjoint_priorMultinomnoise_blockNormalPoissonpolynomial_blockregression_blockrowQuantilesimulatesmoothingspecifyTF_blockzero_sum_prior

Dependencies:extraDistrgenericsrbibutilsRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratRdpackRfast

Creation of model outcomes

Rendered fromoutcomes.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2024-05-23
Started: 2023-12-05

Creation of model structures

Rendered fromstructures.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2024-05-23
Started: 2023-12-05

Fitting and analysing models

Rendered fromfitting.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2024-05-23
Started: 2023-12-05

Introduction

Rendered fromintro.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2024-05-23
Started: 2023-12-05

Space-time model hospital admissions from gastroenteritis

Rendered fromexample1.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2024-09-08
Started: 2023-12-05