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BalancedSampling (version 1.5.5)

Balanced and Spatially Balanced Sampling

Description

Select balanced and spatially balanced probability samples in multi-dimensional spaces with any prescribed inclusion probabilities. It contains fast (C++ via Rcpp) implementations of the included sampling methods. The local pivotal method and spatially correlated Poisson sampling (for spatially balanced sampling) are included. Also the cube method (for balanced sampling) and the local cube method (for doubly balanced sampling) are included.

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Version

Install

install.packages('BalancedSampling')

Monthly Downloads

968

Version

1.5.5

License

GPL (>= 2)

Maintainer

Anton Grafstrm

Last Published

March 1st, 2019

Functions in BalancedSampling (1.5.5)

lpm

Local pivotal method (sub-optimal)
lpm1

Local pivotal method 1
rpm

Random pivotal method
sb

Spatial balance
scps

Spatially correlated Poisson sampling
scps_coord

Spatially correlated Poisson sampling with coordination
flightphase

Flight phase of the cube method
spm

Sequential pivotal method (also known as ordered pivotal sampling and Deville's systematic sampling)
vsb

Variance estimator for spatially balanced sample
lpm2

Local pivotal method 2
probabilities

Inclusion probabilities
hlpm

Hierarchical local pivotal method
lcubelandingphase

Landing phase for the local cube method
lcube

Local cube method (Doubly balanced sampling)
cubestratified

Stratified balanced sampling with pooling of landing phases
landingphase

Landing phase of the cube method
cube

Cube method (Balanced sampling)
lcubeflightphase

Flight phase for the local cube method
BalancedSampling-package

Balanced and Spatially Balanced Sampling
lcubestratified

Stratified doubly balanced sampling with pooling of landing phases