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Are there situations which sample data is not a true representation of the population?

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Are there situations which sample data is not a true representation of the population?

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The sample is a subset of the population.

The sample data will not be a true representation of the population if:

  • The Sample size is small as compared to the large population.
  • Applying incorrect sampling method.
  • Sample is taken from a different set than the population.
  • Improper choice of the population.

If any of the criteria are fulfilled then the sample may not be representative of the population.