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| − | '''Random sampling''' is a statistical technique which gives everyone in the target group the same opportunity to participate in a [[poll]]. | + | '''Random sampling''' is a [[statistical]] technique in which individuals are randomly selected from the target group (usually a sub-set of the population). More precisely, everyone has a known probability of selection. Generally the aim of this method is to remove [[bias]] in selection of samples, though it may not be suitable for all cases of statistical analysis, depending upon the circumstances. |
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| − | An example is all eligible voters.
| + | The '''reliability''' of a poll is a different dimension and refers to the amount of random error still present. The larger the poll, the smaller the random error. (Increasing the size of a poll by X reduces the error by the square root of x. A poll with 4 times as many people will have half the random error.) |
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| − | In statistical studies, '''random sampling''' refers to the extraction of values (''sampling'') of a designated input probability distribution for ensuing statistical calculations.
| + | An example is all eligible voters being equally likely to be included in a poll. This method does not ensure accuracy, but increases its likelihood. |
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| − | [[Category:United States Government|Probability]] | + | ==Theory== |
| | + | In statistical studies, '''random sampling''' refers to the extraction of values (''sampling'') of a designated input [[probability distribution]] for ensuing statistical calculations, such that the relative [[probability]] of extraction is that indicated by the input [[probability density function]] in the case of a continuous distribution or the [[probability mass function]] in the case of a discrete distribution. |
| | + | ==Further reading== |
| | + | * Graham Kalton. ''Introduction to Survey Sampling'' (Quantitative Applications in the Social Sciences) (1983) [https://www.amazon.com/Introduction-Sampling-Quantitative-Applications-Sciences/dp/0803921268/ref=sr_1_2?ie=UTF8&s=books&qid=1235831356&sr=1-2 excerpt and text search] |
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| | + | [[Category:Statistics]] |