spacom: Spatially Weighted Context Data for Multilevel Modelling
Version 1.0-5

Provides tools to construct and exploit spatially weighted context data. Spatial weights are derived by a Kernel function from a user-defined matrix of distances between contextual units. Spatial weights can then be applied either to precise contextual measures or to aggregate estimates based on micro-level survey data, to compute spatially weighted context data. Available aggregation functions include indicators of central tendency, dispersion, or inter-group variability, and take into account survey design weights. The package further allows combining the resulting spatially weighted context data with individual-level predictor and outcome variables, for the purposes of multilevel modelling. An ad hoc stratified bootstrap resampling procedure generates robust point estimates for multilevel regression coefficients and model fit indicators, and computes confidence intervals adjusted for measurement dependency and measurement error of aggregate estimates. As an additional feature, residual and explained spatial dependency can be estimated for the tested models.

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AuthorTill Junge [aut, cre], Sandra Penic [aut], Mathieu Cossuta [aut], Guy Elcheroth [aut], Stephanie Glaeser [ctb], Davide Morselli [ctb]
Date of publication2016-02-11 08:27:52
MaintainerTill Junge <till.junge@altermail.ch>
LicenseGPL (>= 2)
Version1.0-5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spacom")

Man pages

CH1903: 'CH1903'
d_ethnic_descr: A distance matrix for TRACES areas
d_geo_descr: A distance matrix for TRACES areas
d_ident_descr: A distance matrix for TRACES areas
d_migr_descr: A distance matrix for TRACES areas
ExploreMLSpawExact: Exploratory multilevel analysis with spatially weighted...
GPS: 'GPS'
homog_census_descr: Dataset homog_census
MLSpawExactOutput-class: Class '"MLSpawExactOutput"'
MLSpawResidMoran: Testing the (residual) spatial dependency
MultiKeyHash-class: Class '"MultiKeyHash"'
ResampleMLSpawAggregate: Spatially weighted multilevel analysis with stratified...
ResampleMLSpawExact: Spatially weighted multilevel analysis with stratified...
ResampleMLSpawOutput-class: Class '"ResampleMLSpawOutput"'
spacom-package: Spatially weighted context data for multilevel modelling
SpawAggregate: Create and describe spatially weighted survey estimates for...
SpawAggregateOutput-class: Class '"SpawAggregateOutput"'
SpawExact: Create and describe spatially weighted precise contextual...
SpawML: Standard multilevel analysis applied to spatially weighted...
traces_event_descr: Dataset traces_event
traces_ind_descr: Dataset traces_ind
WeightMatrix: Create spatial weighting matrices
wt.var: Aggregation functions provided by spacom

Functions

AIC,MLSpawExactOutput-method Man page
BIC,MLSpawExactOutput-method Man page
CH1903 Man page
ExploreMLSpawAggregate Man page Source code
ExploreMLSpawExact Man page Source code
GPS Man page
GetContext Source code
GetContextMethod Source code
MLSpawExact Man page Source code
MLSpawExactOutput-class Man page
MLSpawResidMoran Man page Source code
MakeExploreMLSpawObject Source code
MakeMLSpawExactObject Source code
MakeResampleMLSpawAggregateObject Source code
MakeResampleMLSpawExactObject Source code
MakeSpawAggregateObject Source code
MakeSpawExactObject Source code
MultiKeyHash-class Man page
PerformMLSpawExact Source code
PerformResampleMLSpawAggregate Source code
PerformResampleMLSpawExact Source code
ResampleMLSpawAggregate Man page Source code
ResampleMLSpawExact Man page Source code
ResampleMLSpawOutput-class Man page
SpawAggregate Man page Source code
SpawAggregateOutput-class Man page
SpawExact Man page Source code
VarCorr,MLSpawExactOutput-method Man page
WeightMatrix Man page Source code
[,MultiKeyHash,ANY,ANY,ANY-method Man page
[,SpawAggregateOutput,ANY,ANY,ANY-method Man page
[<-,MultiKeyHash,ANY,ANY,ANY-method Man page
[[,MultiKeyHash,ANY,ANY-method Man page
[[<-,MultiKeyHash,ANY,ANY-method Man page
assgnmt Source code
check.flag Source code
checkAggregationFunctions Source code
checkAllDesignWeights Source code
checkAllWeightMatrices Source code
checkBandwidths Source code
checkConfidenceIntervals Source code
checkContextId Source code
checkContexts Source code
checkContextualNames Source code
checkExistence Source code
checkFormula Source code
checkKernel Source code
checkNames Source code
checkNbResamples Source code
checkNestedArguments Source code
checkSameColNames Source code
checkSeed Source code
checkType Source code
checkWeightMatrix Source code
computeWeights Source code
d_ethnic Man page
d_geo Man page
d_ident Man page
d_migr Man page
fixef,MLSpawExactOutput-method Man page
getHash Source code
getSample Source code
getSample,SpawAggregateOutput-method Man page
getSampleMethod Source code
homog_census Man page
len Source code
length,MultiKeyHash-method Man page
length,SpawAggregateOutput-method Man page
lengthMethod Source code
makeList Source code
makeMoranObject Source code
makeWeightsObject Source code
merge,SpawAggregateOutput,SpawAggregateOutput-method Man page
mergeMethod Source code
names,SpawAggregateOutput-method Man page
names.assigment.SpawAggregateOutput Source code
names<-,SpawAggregateOutput,ANY-method Man page
names<-,SpawAggregateOutput-method Man page
performAggregation Source code
performExploreMLSpaw Source code
performSpawAggregate Source code
performSpawExact Source code
performWeights Source code
print,MLSpawExactOutput-method Man page
print,ResampleMLSpawOutput-method Man page
print.descr Source code
printSmlObject Source code
printSraweObject Source code
randomEffectsClosure Source code
ranef,MLSpawExactOutput-method Man page
resample Source code
sampleIterator Source code
show,MLSpawExactOutput-method Man page
show,ResampleMLSpawOutput-method Man page
show,SpawAggregateOutput-method Man page
slc Source code
spacom Man page
spacom-package Man page
summary,MLSpawExactOutput-method Man page
summary.MLSpawExactOutput Source code
traces_event Man page
traces_ind Man page
wt.Atkinson Man page Source code
wt.GRI Source code
wt.RS Man page Source code
wt.Theil Man page Source code
wt.gini Man page Source code
wt.gini.categ Man page Source code
wt.gini.group Man page Source code
wt.mean Man page
wt.sd Man page Source code
wt.var Man page Source code

Files

tests
tests/CheckExploreMLSpawAggregate.Rout.save
tests/spacom_bugs.Rout.save
tests/CheckOrderSpawExact.Rout.save
tests/spacom_MLA.R
tests/spacom_MLA.Rout.save
tests/CheckExploreMLSpawAggregate.R
tests/CheckOrderSpawExact.R
tests/spacom_bugs.R
NAMESPACE
data
data/d_geo.rda
data/traces_event.rda
data/homog_census.rda
data/GPS.rda
data/traces_ind.rda
data/CH1903.rda
data/d_migr.rda
data/d_ethnic.rda
data/d_ident.rda
R
R/moran.R
R/ResExSpawML.R
R/common.R
R/Descriptives.R
R/all_classes.R
R/ResAggSpawML.R
R/SpawML.R
R/ExplorSpawML.R
R/Weights.R
MD5
DESCRIPTION
man
man/ResampleMLSpawExact.Rd
man/SpawExact.Rd
man/SpawML.Rd
man/SpawAggregateOutput-class.Rd
man/d_ident_descr.Rd
man/spacom-package.Rd
man/d_geo_descr.Rd
man/traces_event_descr.Rd
man/WeightMatrix.Rd
man/SpawAggregate.Rd
man/d_migr_descr.Rd
man/traces_ind_descr.Rd
man/MultiKeyHash-class.Rd
man/CH1903.Rd
man/MLSpawExactOutput-class.Rd
man/homog_census_descr.Rd
man/ResampleMLSpawOutput-class.Rd
man/wt.var.Rd
man/ResampleMLSpawAggregate.Rd
man/ExploreMLSpawExact.Rd
man/d_ethnic_descr.Rd
man/MLSpawResidMoran.Rd
man/GPS.Rd
spacom documentation built on May 19, 2017, 7:34 a.m.