A genetic algorithm approach to determine stratum boundaries and sample sizes of each stratum in stratified sampling


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Documentation for package ‘GA4Stratification’ version 1.0

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GA4Stratification-package A genetic algorithm approach to determine stratum boundaries and sample sizes of each stratum in stratified sampling
beta10_3 A randomly generated data
chi1 A randomly generated data
chi10 A randomly generated data
chi15 A randomly generated data
chi5 A randomly generated data
GA4Stratification A genetic algorithm approach to determine stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP1 The genetic algorithm function to determine the stratum boundaries and sample sizes of each stratum in stratified sampling with Equal Sample Allocation Scheme
GA4StratificationP1fit The genetic algorithm (GA) fitness function that calculates the variance of the estimate of each chromosome in the GA generation with an Equal Sample Allocation Scheme
GA4StratificationP1fitt The genetic algorithm fitness function to calculate the variance of the estimate of each chromosome in the generation with an Equal Sample Allocation Scheme
GA4StratificationP1m The mutation operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP1x The crossover operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP2 The genetic algorithm function to determine the stratum boundaries and sample sizes of each stratum in stratified sampling with Proportional Sample Allocation Scheme
GA4StratificationP2fit The genetic algorithm (GA) fitness function that calculates the variance of the estimate of each chromosome in the GA generation with an Proportional Sample Allocation Scheme
GA4StratificationP2fitt The genetic algorithm fitness function to calculate the variance of the estimate of each chromosome in the generation with an Proportional Sample Allocation Scheme
GA4StratificationP2m The mutation operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP2x The crossover operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP3 The genetic algorithm function to determine the stratum boundaries and sample sizes of each stratum in stratified sampling with Neyman Sample Allocation Scheme
GA4StratificationP3fit The genetic algorithm (GA) fitness function that calculates the variance of the estimate of each chromosome in the GA generation with an Neyman Sample Allocation Scheme
GA4StratificationP3fitt The genetic algorithm fitness function to calculate the variance of the estimate of each chromosome in the generation with an Neyman Sample Allocation Scheme
GA4StratificationP3m The mutation operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP3x The crossover operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP4 The genetic algorithm function to determine the stratum boundaries and sample sizes of each stratum in stratified sampling with GA Sample Allocation Scheme
GA4StratificationP4fit The genetic algorithm (GA) fitness function that calculates the variance of the estimate of each chromosome in the GA generation with an GA Sample Allocation Scheme
GA4StratificationP4fitt The genetic algorithm fitness function to calculate the variance of the estimate of each chromosome in the generation with an GA Sample Allocation Scheme
GA4StratificationP4m The mutation operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationP4x The crossover operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling
GA4StratificationSelection The selection operation in genetic algorithm for the determination of stratum boundaries and sample sizes of each stratum in stratified sampling with Equal sample allocation scheme
iso2004 Net sales data of 487 Turkish manufacturing firms
normal100_10 A randomly generated data
P75 Population data of Swedish municipalities
randomnumGenerator Random number generator