Package: HSAR 0.7.3

HSAR: Hierarchical Spatial Autoregressive Model

A Hierarchical Spatial Autoregressive Model (HSAR), based on a Bayesian Markov Chain Monte Carlo (MCMC) algorithm (Dong and Harris (2014) <doi:10.1111/gean.12049>). The creation of this package was supported by the Economic and Social Research Council (ESRC) through the Applied Quantitative Methods Network: Phase II, grant number ES/K006460/1.

Authors:Guanpeng Dong [aut, cph], Wenbo Lyu [aut, cre], Richard Harris [aut], Angelos Mimis [aut]

HSAR_0.7.3.tar.gz
HSAR_0.7.3.zip(r-4.7)HSAR_0.7.3.zip(r-4.6)HSAR_0.7.3.zip(r-4.5)
HSAR_0.7.3.tgz(r-4.6-x86_64)HSAR_0.7.3.tgz(r-4.6-arm64)HSAR_0.7.3.tgz(r-4.5-x86_64)HSAR_0.7.3.tgz(r-4.5-arm64)
HSAR_0.7.3.tar.gz(r-4.7-arm64)HSAR_0.7.3.tar.gz(r-4.7-x86_64)HSAR_0.7.3.tar.gz(r-4.6-arm64)HSAR_0.7.3.tar.gz(r-4.6-x86_64)
HSAR_0.7.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
HSAR/json (API)
NEWS

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

Bug tracker:https://github.com/spatlyu/hsar/issues

Pkgdown/docs site:https://spatlyu.github.io

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • Beijingdistricts - Boundaries of districts in Beijing
  • depmunic - Municipality departments of Athens
  • land - The spatial locations of the Beijing land price data
  • landprice - Leased residential land parcels, from 2003 to 2009 in Beijing, China
  • properties - Dataset of properties in the municipality of Athens

On CRAN:

Conda:

spatial-econometricsspatial-regressionspatial-statisticsopenblascpp

5.71 score 15 stars 34 scripts 176 downloads 3 exports 39 dependencies

Last updated from:e42378a830. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK224
linux-devel-x86_64OK223
source / vignettesOK324
linux-release-arm64OK213
linux-release-x86_64OK222
macos-release-arm64OK165
macos-release-x86_64OK354
macos-oldrel-arm64OK208
macos-oldrel-x86_64OK325
windows-develOK194
windows-releaseOK205
windows-oldrelOK188
wasm-releaseOK210

Exports:hsarmcmc_impactssar

Dependencies:backportsbootcheckmateclassclassIntcodacodetoolsdata.tableDBIdeldire1071FormulagenericsinsightKernSmoothlatticeLearnBayesmarginaleffectsMASSMatrixmultcompmvtnormnlmeproxyRcppRcppArmadillorlangs2sandwichsfspspatialregspDataspdepsurvivalTH.dataunitswkzoo

Hierarchical Spatial Simultaneous Autoregressive Model (HSAR)

Rendered fromHSAR.Rmdusingknitr::rmarkdownon May 26 2026.

Last update: 2024-12-20
Started: 2024-12-04