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✨
DESCRIPTION |NEWS
card.svg |card.png
HSAR/json (API)

# 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:

spatial-econometrics spatial-regression spatial-statistics openblas cpp

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

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

Target	Result	Time
linux-devel-arm64	OK	224
linux-devel-x86_64	OK	223
source / vignettes	OK	324
linux-release-arm64	OK	213
linux-release-x86_64	OK	222
macos-release-arm64	OK	165
macos-release-x86_64	OK	354
macos-oldrel-arm64	OK	208
macos-oldrel-x86_64	OK	325
windows-devel	OK	194
windows-release	OK	205
windows-oldrel	OK	188
wasm-release	OK	210

Exports:hsar mcmc_impacts sar

Dependencies:backports boot checkmate class classInt coda codetools data.table DBI deldir e1071 Formula generics insight KernSmooth lattice LearnBayes marginaleffects MASS Matrix multcomp mvtnorm nlme proxy Rcpp RcppArmadillo rlang s2 sandwich sf sp spatialreg spData spdep survival TH.data units wk zoo

Hierarchical Spatial Simultaneous Autoregressive Model (HSAR)

An application of HSAR for asking prices in the municipality of Athens | Libraries | Reading the datasets | Create matrices used in the hsar function | Run the models

Rendered fromHSAR.Rmdusingknitr::rmarkdown

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Boundaries of districts in Beijing	Beijingdistricts
Municipality departments of Athens	depmunic
Hierarchical SAR model estimation	hsar
The spatial locations of the Beijing land price data	land
Leased residential land parcels, from 2003 to 2009 in Beijing, China	landprice
Estimate impact per MCMC draw of coefficients	mcmc_impacts
Dataset of properties in the municipality of Athens	properties
SAR model estimation	sar