SampleTwins: Sample Twins

In DescTools: Tools for Descriptive Statistics

Sample Twins

Description

Draw a twin sample out of a population for a given recordset, by matching some strata criteria.

Usage

SampleTwins(x, stratanames = NULL, twins, 
            method = c("srswor", "srswr", "poisson", "systematic"), 
            pik, description = FALSE)

Arguments

x	the data to draw the sample from
stratanames	the stratanames to use
twins	the twin sample
method	method to select units; the following methods are implemented: simple random sampling without replacement (srswor), simple random sampling with replacement (srswr), Poisson sampling (poisson), systematic sampling (systematic); if "method" is missing, the default method is "srswor". See Strata.
pik	vector of inclusion probabilities or auxiliary information used to compute them; this argument is only used for unequal probability sampling (Poisson and systematic). If an auxiliary information is provided, the function uses the inclusionprobabilities function for computing these probabilities. If the method is "srswr" and the sample size is larger than the population size, this vector is normalized to one.
description	a message is printed if its value is TRUE; the message gives the number of selected units and the number of the units in the population. By default, the value is FALSE.

Value

The function produces an object, which contains the following information:

id	the identifier of the selected units.
stratum	the unit stratum.
prob	the final unit inclusion probability.

Author(s)

Andri Signorell <[e-mail]>

See Also

Strata, sample

Examples

m <- rbind(matrix(rep("nc",165), 165, 1, byrow=TRUE), 
           matrix(rep("sc", 70), 70, 1, byrow=TRUE))
m <- cbind.data.frame(m, c(rep(1, 100), rep(2,50), rep(3,15), 
                           rep(1,30), rep(2,40)), 1000*runif(235))
names(m) <- c("state","region","income")

# this would be our sample to be reproduced by a twin sample
d.smp <- m[sample(nrow(m), size=10, replace=TRUE),]

# draw the sample
s <- SampleTwins(x = m, stratanames=c("state","region"), twins = d.smp, method="srswor")

d.twin <- m[s$id,]
d.twin

DescTools documentation built on Sept. 26, 2024, 1:07 a.m.