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Encyclopedia > Simple random sampling

In statistics, a simple random sample from a population is a sample chosen randomly, in which each member of the population has the same probability of being chosen. In small populations such sampling is typically done "without replacement", i.e., one deliberately avoids choosing any member of the population more than once.


Conceptually, simple random sampling is the simplest of the probability sampling techniques, but it is seldom used in practice because of application problems. Simple random sampling is not an efficient method. It requires constructing a very large sampling frame and this results in extensive sampling calculations and excessive costs. If researchers were to consider the information available about the population, a more efficient approach could be used.


Advantages are that it is free of classification error, and it requires minimum advance knowledge of the population. It best suits situations where the population is fairly homogeneous and not much information is available about the population. If these conditions are not true, stratified sampling may be a better choice.


See also


  Results from FactBites:
 
Algebra ~ High School Assessments ~ Instruction ~ School Improvement in Maryland (848 words)
Simple random sampling, probability sampling, stratified random sampling, systematic sampling and multistage sampling are some of the legitimate sampling methods that are widely used depending on what is being measured.
Simple random sampling is defined as sampling a group of n individuals from the population in such a way that every combination of n individuals has an equal chance of being the sample selected.
A representative sample is a sample of the population that closely represents the whole population.
Statistics Glossary - Sampling (1270 words)
Random sampling is a sampling technique where we select a group of subjects (a sample) for study from a larger group (a population).
Simple random sampling is the basic sampling technique where we select a group of subjects (a sample) for study from a larger group (a population).
Simple random sampling is most appropriate when the entire population from which the sample is taken is homogeneous.
  More results at FactBites »

 

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