| 1. | The Norwegian Anders Nicolai Ki�r introduced the concept of stratified sampling in 1895.
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| 2. | In stratified sampling, the analysis is done on elements within strata.
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| 3. | This contrasts with stratified sampling where the main objective is to increase precision.
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| 4. | A real-world example of using stratified sampling would be for a political survey.
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| 5. | For this reason, benchmarking is generally used in situations where stratified sampling is impractical.
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| 6. | There are, however, some potential drawbacks to using stratified sampling.
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| 7. | "' Recursive stratified sampling "'is a generalization of one-dimensional adaptive quadratures to multi-dimensional integrals.
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| 8. | Although cluster sampling and stratified sampling bear some superficial similarities, they are substantially different.
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| 9. | Greater perceived fairness can be added by using stratified sampling.
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| 10. | VEGAS incorporates a number of additional features, and combines both stratified sampling and importance sampling.
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