Independent random sample
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| − | The term “independent” has a different meaning for sample selection than in the context of variables. Independent sample means simply that selecting one sampling element | + | The term “independent” has a different meaning for sample selection than in the context of variables. Independent sample means simply that selecting one sampling element has no influence on the selection of another sampling element. A counter-example of a non-independent selection would be if one selects one element at random and then takes the neighbor to that element as next sample; this is clearly not independent. Also in [[systematic sampling]] the selection of elements or sampling locations is not independent. |
Independence of sample selection is achieved by randomization for each and every sampling element. | Independence of sample selection is achieved by randomization for each and every sampling element. | ||
{{Construction}} | {{Construction}} | ||
Revision as of 13:24, 19 September 2011
General information
The term “independent” has a different meaning for sample selection than in the context of variables. Independent sample means simply that selecting one sampling element has no influence on the selection of another sampling element. A counter-example of a non-independent selection would be if one selects one element at random and then takes the neighbor to that element as next sample; this is clearly not independent. Also in systematic sampling the selection of elements or sampling locations is not independent. Independence of sample selection is achieved by randomization for each and every sampling element.
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