UPmidzuno: Midzuno sampling

In sampling: Survey Sampling

Midzuno sampling

Description

Uses the Midzuno's method to select a sample of units (unequal probabilities, without replacement, fixed sample size).

Usage

UPmidzuno(pik,eps=1e-6)

Arguments

pik	vector of the inclusion probabilities.
eps	control value, by default equal to 1e-6.

Value

Returns a vector (with elements 0 and 1) of size N, the population size. Each element k of this vector indicates the status of unit k (1, unit k is selected in the sample; 0, otherwise). The value 'eps' is used to control pik (pik>eps & pik < 1-eps).

References

Midzuno, H. (1952), On the sampling system with probability proportional to sum of size. Annals of the Institute of Statistical Mathematics, 3:99-107.
Deville, J.-C. and Tillé, Y. (1998), Unequal probability sampling without replacement through a splitting method, Biometrika, 85:89-101.

See Also

UPtille

Examples

#define the prescribed inclusion probabilities
pik=c(0.2,0.7,0.8,0.5,0.4,0.4)
#select a sample
s=UPmidzuno(pik)
#the sample is
which(s==1)

sampling documentation built on Nov. 2, 2023, 6:26 p.m.