Inference Concerning the Difference Between Two Population or Treatment Means Using Paired Samples Independent samples: Two samples for which the individuals or objects in the first sample are selected independently form those in the second sample. Paired samples: Two samples for which each observation in one sample is paired in a meaningful way with a particular observation in the second sample. Are wine drinkers being misled by bottle labels?