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spacom (version 0.9-4)

Spatially weighted context data for multilevel modelling

Description

Constructs and describes spatially weighted context data from micro-level survey data by aggregation or from precise contextual indicators. Performs multilevel analyses where spatially weighted context data are combined with individual level predictor and outcome variables. Computes robust point estimates and standard errors by stratified resampling. Provides estimates of explained spatial dependency.

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Version

Install

install.packages('spacom')

Monthly Downloads

5

Version

0.9-4

License

GPL (>= 2)

Maintainer

Till Junge

Last Published

May 31st, 2012

Functions in spacom (0.9-4)

traces_event

Dataset traces_event
ResampleExactSpawML

Spatially weighted multilevel analysis with stratified resampling for exact context data
d_ethnic

A distance matrix for TRACES areas
SpawMLResidMoran

Testing the (residual) spatial dependency
SpawML

Standard multilevel analysis applied to spatially weighted context data
ResampleAggregateSpawML

Spatially weighted multilevel analysis with stratified resampling for aggregated context data
ResampleExploreSpawML

Exploratory spatially weighted multilevel analysis with stratified resampling
[-methods

helper functions
DescribeAggregateOutput-class

Class DescribeAggregateOutput
d_migr

A distance matrix for TRACES areas
d_ident

A distance matrix for TRACES areas
d_geo

A distance matrix for TRACES areas
DescribeExact

Descriptives for exact context data
homog_census

Dataset homog_census
WeightMatrix

Create weight matrices
traces_ind

Dataset traces_ind
DescribeAggregate

Descriptives for aggregated contextual indicators
ExploreSpawML

Exploratory multilevel analysis with spatially weighted context data