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:

31 exports 2 stars 1.53 score 10 dependencies 8 scripts 233 downloads

Last updated 9 days agofrom:d3c9673169. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 08 2024
R-4.5-winNOTESep 08 2024
R-4.5-linuxNOTESep 08 2024
R-4.4-winNOTESep 08 2024
R-4.4-macNOTESep 08 2024
R-4.3-winNOTESep 08 2024
R-4.3-macNOTESep 08 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 Sep 08 2024.

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

Creation of model structures

Rendered fromstructures.Rmdusingknitr::rmarkdownon Sep 08 2024.

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

Fitting and analysing models

Rendered fromfitting.Rmdusingknitr::rmarkdownon Sep 08 2024.

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

Introduction

Rendered fromintro.Rmdusingknitr::rmarkdownon Sep 08 2024.

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

Space-time model hospital admissions from gastroenteritis

Rendered fromexample1.Rmdusingknitr::rmarkdownon Sep 08 2024.

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