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Data Collection.md

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Population & Samples

  • Population: A set of objects that are of interest
  • Census: An observation/measurement of every member of a population
  • Sample: A selection of observations/measurements of a subset of a population which is used to estimate information about the whole population
  • Sampling Units: Individual units of a population
  • Sampling Frame: Sampling units that are individually named/numbered to form a list

Sampling Methods

  • Simple Random Sampling: Every member of the population has equal chance of being selected
  • Systematic Sampling: Required elements are chosen at regular intervals from an ordered list
  • Stratified Sampling: The population is divided into mutually exclusive strata and a random sample is taken for each. The size of strata is proportional to its size compared to the whole population
  • Quota Sampling: An interviewer selects a sample that reflects the characteristics of the whole population
  • Opportunity/Convenience Sampling: Taking a sample from people who are available at the time and fit your given criteria

Flashcards

#z_Legacy/Maths/A-Levels/Stats/Data-Collection Population ? A set of objects that are of interest

Census ? An observation/measurement of every member of a population

Sample ? A selection of observations/measurements of a subset of a population which is used to estimate information about the whole population

Sampling Units ? Individual units of a population

Sampling Frame ? Sampling units that are individually named/numbered to form a list

Simple Random Sampling ? Every member of the population has equal chance of being selected

Systematic Sampling ? Required elements are chosen at regular intervals from an ordered list

Stratified Sampling ? The population is divided into mutually exclusive strata and a random sample is taken for each. The size of strata is proportional to its size compared to the whole population

Quota Sampling ? An interviewer selects a sample that reflects the characteristics of the whole population

Opportunity/Convenience Sampling ? Taking a sample from people who are available at the time and fit your given criteria