R2BEAT (version 1.0.5)

select_PSU2: Select sample of primary stage units (PSU)

Description

Select sample of primary stage units (PSU) on the basis of the PSU allocated in the allocation step. This function differs from 'selectPSU' in that PSUs are not organized in sub-strata, but directly sampled with probability proportional to size in each sampling stratum. It also allows an implicit stratification by giving a set of ordering variables for each PSU.

Usage

select_PSU2(alloc, 
     type="ALLOC", 
     var_ord=NULL, 
     des_file=des_file,
     psu_file = psu_file)

Value

list containing: (i) information on sampled PSUs (ii) list of selected PSUs

Arguments

alloc

Output of the allocation step (beat.st)

type

Type of SSU allocation ("ALLOC" = optimal, "PROP" = proportional to population size, "EQUAL" = equal size in each stratum)

var_ord

dataframe containing for all PSUs a set of variables to be used to order the PSUs

des_file

dataframe containing information on sampling strata

psu_file

dataframe containing the list of Primary Sampling Units

Author

Giulio Barcaroli

Examples

if (FALSE) {
library(readr)
pop <- read_rds("https://github.com/barcaroli/R2BEAT_workflows/blob/master/pop.RDS?raw=true")
library(R2BEAT)
cv <- as.data.frame(list(DOM=c("DOM1","DOM2"),
                         CV1=c(0.02,0.03),
                         CV2=c(0.03,0.06),
                         CV3=c(0.03,0.06),
                         CV4=c(0.05,0.08)))
cv
samp_frame <- pop
samp_frame$one <- 1
id_PSU <- "municipality"  
id_SSU <- "id_ind"        
strata_var <- "stratum"   
target_vars <- c("income_hh","active","inactive","unemployed")   
deff_var <- "stratum"     
domain_var <- "region"  
delta =  1       # households = survey units
minimum <- 50    # minimum number of SSUs to be interviewed in each selected PSU
deff_sugg <- 1.5 # suggestion for the deff value

inp <- prepareInputToAllocation1(samp_frame,
                                 id_PSU,
                                 id_SSU,
                                 strata_var,
                                 target_vars,
                                 deff_var,
                                 domain_var,
                                 minimum,
                                 delta,
                                 deff_sugg)
inp$desfile$MINIMUM <- 50
alloc <- beat.2st(stratif = inp$strata, 
                  errors = cv, 
                  des_file = inp$des_file, 
                  psu_file = inp$psu_file, 
                  rho = inp$rho, 
                  deft_start = NULL,
                  effst = inp$effst, 
                  minPSUstrat = 2,
                  minnumstrat = 50
)
sample_1st <- select_PSU2(alloc, type="ALLOC", var_ord=NULL, des_file=des_file)
head(sample_1st)
}