BalancedSampling: Balanced and Spatially Balanced Sampling

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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.

Author
Anton Grafström, Jonathan Lisic
Date of publication
2016-07-04 20:28:57
Maintainer
Anton Grafström <anton.grafstrom@gmail.com>
License
GPL (>= 2)
Version
1.5.2
URLs

View on CRAN

Man pages

BalancedSampling-package
Balanced and Spatially Balanced Sampling
cube
Cube method (Balanced sampling)
cubestratified
Stratified balanced sampling with pooling of landing phases
flightphase
Flight phase of the cube method
landingphase
Landing phase of the cube method
lcube
Local cube method (Doubly balanced sampling)
lcubeflightphase
Flight phase for the local cube method
lcubelandingphase
Landing phase for the local cube method
lcubestratified
Stratified doubly balanced sampling with pooling of landing...
lpm
Local pivotal method (sub-optimal)
lpm1
Local pivotal method 1
lpm2
Local pivotal method 2
lpm2_kdtree
Local Pivotal Method
probabilities
Inclusion probabilities
rpm
Random pivotal method
sb
Spatial balance
scps
Spatially correlated Poisson sampling
spm
Sequential pivotal method (also known as ordered pivotal...
vsb
Variance estimator for spatially balanced sample

Files in this package

BalancedSampling
BalancedSampling/src
BalancedSampling/src/lpm2.cpp
BalancedSampling/src/vsb.cpp
BalancedSampling/src/kdtree_lpm.c
BalancedSampling/src/sb.cpp
BalancedSampling/src/cube.cpp
BalancedSampling/src/scps.cpp
BalancedSampling/src/lpm1.cpp
BalancedSampling/src/lpm.cpp
BalancedSampling/src/median.h
BalancedSampling/src/spm.cpp
BalancedSampling/src/median.c
BalancedSampling/src/RcppExports.cpp
BalancedSampling/src/rpm.cpp
BalancedSampling/src/kdtree_lpm.h
BalancedSampling/src/lpm3.c
BalancedSampling/NAMESPACE
BalancedSampling/R
BalancedSampling/R/RcppExports.R
BalancedSampling/R/probabilities.R
BalancedSampling/R/lpm2_kdtree.R
BalancedSampling/MD5
BalancedSampling/DESCRIPTION
BalancedSampling/man
BalancedSampling/man/scps.Rd
BalancedSampling/man/lcubestratified.Rd
BalancedSampling/man/flightphase.Rd
BalancedSampling/man/spm.Rd
BalancedSampling/man/lcubelandingphase.Rd
BalancedSampling/man/probabilities.Rd
BalancedSampling/man/rpm.Rd
BalancedSampling/man/BalancedSampling-package.Rd
BalancedSampling/man/lpm.Rd
BalancedSampling/man/lpm1.Rd
BalancedSampling/man/lcube.Rd
BalancedSampling/man/landingphase.Rd
BalancedSampling/man/lcubeflightphase.Rd
BalancedSampling/man/lpm2.Rd
BalancedSampling/man/lpm2_kdtree.Rd
BalancedSampling/man/cube.Rd
BalancedSampling/man/sb.Rd
BalancedSampling/man/cubestratified.Rd
BalancedSampling/man/vsb.Rd