A Sample/Population Size Activity: Is it the sample size or the sample as a fraction of the population that matters?


Authors: 
Smith , M. H.
Category: 
Volume: 
12(2)
Pages: 
Online
Year: 
2004
Publisher: 
Journal of Statistics Education
URL: 
http://www.amstat.org/publications/jse/v12n2/smith.html
Abstract: 

Unless the sample encompasses a substantial portion of the population, the standard error of an estimator depends on the size of the sample, but not the size of the population. This is a crucial statistical insight that students find very counterintuitive. After trying several ways of convincing students of the validity of this principle, I have finally found a simple memorable activity that convinces students beyond a reasonable doubt. As a bonus, the data generated by this activity can be used to illustrate the central limit theorem, confidence intervals, and hypothesis testing.

The CAUSE Research Group is supported in part by a member initiative grant from the American Statistical Association’s Section on Statistics and Data Science Education

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