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BalancedSampling (version 1.5.3)

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

1.5.3

License

GPL (>= 2)

Maintainer

Anton Grafstrm

Last Published

August 14th, 2018

Functions in BalancedSampling (1.5.3)

lcube

Local cube method (Doubly balanced sampling)
sb

Spatial balance
scps

Spatially correlated Poisson sampling
lcubelandingphase

Landing phase for the local cube method
lcubestratified

Stratified doubly balanced sampling with pooling of landing phases
lpm

Local pivotal method (sub-optimal)
hlpm

Hierarchical local pivotal method
landingphase

Landing phase of the cube method
lpm1

Local pivotal method 1
spm

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

Variance estimator for spatially balanced sample
cubestratified

Stratified balanced sampling with pooling of landing phases
flightphase

Flight phase of the cube method
lpm2_kdtree

Local Pivotal Method
lpm2

Local pivotal method 2
BalancedSampling-package

Balanced and Spatially Balanced Sampling
cube

Cube method (Balanced sampling)
probabilities

Inclusion probabilities
rpm

Random pivotal method
lcubeflightphase

Flight phase for the local cube method