Different Methods for Stratified Sampling


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Documentation for package ‘StratifiedSampling’ version 0.4.2

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balseq Sequential balanced sampling
balstrat Balanced Stratification
bsmatch Statistical matching using optimal transport and balanced sampling
calibRaking Calibration using raking ratio
cps Conditional Poisson sampling design
c_bound C bound
c_bound2 C bound
disj Disjunctive
disjMatrix Disjunctive for matrix
distUnitk Squared Euclidean distances of the unit k.
fbs Fast Balanced Sampling
ffphase Fast flight phase of the cube method
findB Find best sub-matrix B in stratifiedcube
gencalibRaking Generalized calibration using raking ratio
harmonize Harmonization by calibration
inclprob Inclusion Probabilities
landingRM Landing by suppression of variables
maxentpi2 Joint inclusion probabilities of maximum entropy.
ncat Number of categories
osod One-step One Decision sampling method
otmatch Statistical Matching using Optimal transport
pikfromq pik from q
piktfrompik pikt from pik
qfromw q from w
sfromq s from q
stratifiedcube Stratified Sampling
sys_deville Deville's systematic
sys_devillepi2 Second order inclusion probabilities of Deville's systematic
vApp Approximated variance for balanced sample
varApp Approximated variance for balanced sampling
varEst Estimator of the approximated variance for balanced sampling
vDBS Variance Estimation for Doubly Balanced Sample.
vEst Variance Estimation for balanced sample