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ST 715 - Sampling Theory Flashcards

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1621845922Representative Samplecharacteristics of interest can be estimated from the sample with a known degree of accuracy0
1621845923Observation unitAn object on which a measurement is taken1
1621845924Target PopulationComplete collection of observations we want to study2
1621845925SampleSubset of a population3
1621845926Sampled PopulationThe collection of all possible observation units that might have been chosen in a sample; the population from which the sample was taken.4
1621845927Sampling UnitA unit that can be selected fro a sample. [ex. We want to sample individuals but can't. We instead sample households and survey individuals. Sampling units are the households and observation units are the individuals]5
1621845928Sampling frameA list, map or other specification of sampling units in the population from which a sample may be selected6
1623187559Selection biasoccurs when some part of the target population is not in the sampled population, or more, generally, when some population units are sampled at a different rate than intended7
1623187560Sample of convenienceoften biased; units that are easiest to select or are most likely to respond are usually not representative of the harder-to-select or non-responding units8
1623187561judgement sampleinvestigator chooses his or her judgement to select the specific units to be included in the sample9
1623187562under-coveragefailing to include the target population in the sampling frame10
1623187563overcoverageincluding population units in the sampling frame that are not in the target population11
1623187564nonresponsefailing to obtain responses from all of the chosen sample12
1623187565measurement errorwhen the response in a survey differs from the true value13
1623187566measurement biasoccurs when the response has a tendency to differ from the true value in one direction14
1623187567sampling errorerror that results from taking one sample instead of examining the whole population15
1623187568non-sampling errorsany errors that cannot be attributed to the sample-to-sample variability (selection bias and measurement error)16

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