cluster sampling

Cluster sampling is a method for sampling from a population P, in which the smallest units in P are first grouped into bigger units, called clusters, or primary sampling units, then a sampling procedure is performed based on these clusters. The units within each cluster are called the secondary sampling units. For example, when an advertisements are sent out to a sample of potential customers from a population, it is advisable to first group these potential customers into households, before any sample is drawn, so as to avoid any household receiving more than one ad. There are in general two types of cluster sampling:

  1. 1.

    single-stage cluster sampling or one-stage cluster sampling: a sample is taken from the primary sampling units, in which all of the secondary sampling units are considered.

  2. 2.

    second-stage cluster sampling, two-stage cluster sampling, or emphsubsampling: a sample is taken from the primary sampling units; then within each primary sampling unit, a sample is taken from their secondary sampling units.

Title cluster sampling
Canonical name ClusterSampling
Date of creation 2013-03-22 15:26:17
Last modified on 2013-03-22 15:26:17
Owner CWoo (3771)
Last modified by CWoo (3771)
Numerical id 4
Author CWoo (3771)
Entry type Definition
Classification msc 62D05
Synonym one-stage cluster sampling
Synonym two-stage cluster sampling
Defines single-stage cluster sampling
Defines second-stage cluster sampling
Defines subsampling