Optimal Stratification of Univariate Populations


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Documentation for package ‘stratifyR’ version 2.0-1

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anaemia Micronutrient data on Anaemia in Fiji
compare_designs Compare Survey Design Efficiencies
compare_designs.strata Compare Survey Design Efficiencies
create.mat To create and store calculated values of the objective function
data.alloc Allocate data To calculate the stratum sample sizes (nh) for a fixed sample size (n) directly based on the data
data.optim To implement the Dynamic Programming (DP) solution procedure on the stratification problem presented in the form of a Mathematical Programming Problem (MPP)
data.root Calculate the objective function value for a given (d, y)
distr.alloc To calculate the stratum sample sizes (nh) for a fixed sample size (n) based on the hypothetical distribution of the data
distr.optim To implement the Dynamic Programming (DP) solution procedure on the stratification problem presented in the form of a Mathematical Programming Problem (MPP)
distr.root Calculate the objective function value for a given (d, y) under a hypothesized distribution (scaled-data formulation)
erf To calculate the error for a normal variable
get.dist Determine best-fit distribution Identify the best-fit distribution for a univariate numeric vector
hies Household Income Expenditure Survey (HIES) in Fiji
math Mathematics Marks for First-year University Students
minim.val To identify the minimum value out of two given sets of values
mode.val To calculate the modal value of the data
plot.strata Plot Method for Stratified Survey Design Objects
print.compare_designs Compare Survey Design Efficiencies
print.strata Print Method for Stratified Survey Design Objects
realloc To re-allocate the stratum sample sizes (nh)
strata.data Stratification of Univariate Survey Population Using the Data
strata.distr Stratification of Univariate Survey Population Using the Distribution
stratifyRApp Launch the stratifyR 2.0 Interactive Shiny Application
sugarcane Sugarcane Farming Data in Fiji
summary.strata Format and Present Results