Data reduction: sampling
David Madigan, Martha Nason · Oxford University Press eBooks · 2002
Beginning with the fundamental concept of simple random sampling, we describe the main uses and types of classical sampling techniques. Issues that arise include stratification, clustering, and sample size. We briefly mention how these issues are relevant and are being addressed in the context of data mining.