J. Chem. Ed. 60 (1991), pp. 902-903

 

 

Click on title to download paper (1.1Mb, pdf)

 

Why Do Random Samples Represent Populations So Accurately?

 

Ruben D. Cohen (e-mail)

 

 

Abstract

 

Selecting samples from large populations (sets or collections of numbers, measurements or observations related to actual or conceptual situations) is sometimes the only way to obtain certain statistical characteristics of the population without having to deal with the huge amounts of available information.  It is generally accepted that if the sample is large and taken at random (selected without prejudice), then it quite accurately represents the statistics of the population, such as distribution probability, mean, standard deviation, etc.  This paper provides a simple and easy-to-follow proof for this.