Optimum Sample Allocation in Stratified Sampling Schemes


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Documentation for package ‘stratallo’ version 2.2.0

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stratallo-package Functions for Optimal Sample Allocation in Stratified Sampling
asummary Summarizing the Allocation
CapacityScaling Integer-valued Optimal Univariate Allocation Under Constraints for Stratified Sampling
CapacityScaling2 Integer-valued Optimal Univariate Allocation Under Constraints for Stratified Sampling
coma Algorithms for Optimum Sample Allocation Under One-Sided Bounds
fpia Integer-valued Optimal Univariate Allocation Under Constraints for Stratified Sampling
opt Optimum Sample Allocation in Stratified Sampling
optcost Minimum Cost Allocation in Stratified Sampling
opt_1sided Algorithms for Optimum Sample Allocation Under One-Sided Bounds
pop10_mM Example Population with 10 Strata and Lower and Upper Bounds
pop507 Example Population with 507 Strata
pop969 Example Population with 969 Strata
ran_round Random Rounding of Numbers
rna Algorithms for Optimum Sample Allocation Under One-Sided Bounds
rnabox Recursive Neyman Algorithm for Optimal Sample Allocation Under Box Constraints
rna_prior RNA in version that uses prior information about violations
rna_rec RNA - Recursive Implementation
round_oric Optimal Rounding under Integer Constraints
sga Algorithms for Optimum Sample Allocation Under One-Sided Bounds
sgaplus Algorithms for Optimum Sample Allocation Under One-Sided Bounds
SimpleGreedy Integer-valued Optimal Univariate Allocation Under Constraints for Stratified Sampling
SimpleGreedy2 Integer-valued Optimal Univariate Allocation Under Constraints for Stratified Sampling
stratallo Functions for Optimal Sample Allocation in Stratified Sampling
var_st Variance of the Stratified Estimator
var_st_tsi Variance of the Stratified Estimator