Paul Brandon asked for stats mavens to address his inquiry: "How many students 
do you need to justify the assumption of a normal (or other) distribution of 
measures of performance?"
--------------------------
If you know any mavens, you may suspect that they will not have a simple answer 
for him. :)

There isn't a particular number that will ensure a normal distribution if the 
population isn't normally distributed in the first place.

Probably the closest a college class would come to the normal distribution of 
raw scores concerning knowledge of an academic subject would be in an Intro 
class required of all majors. Even then, distributions are often bimodal. Once 
you get to upper division major classes, it is very difficult to justify the 
expectation of a normal distribution, no matter how many students may be in a 
class. Of course, there are always exceptions (which is where the mavens come 
in...).

Rick

Dr. Rick Froman, Chair
Division of Humanities and Social Sciences
Professor of Psychology
Box 3519
John Brown University
2000 W. University Siloam Springs, AR  72761
rfro...@jbu.edu<mailto:rfro...@jbu.edu>
(479) 524-7295
http://bit.ly/DrFroman
"The LORD detests both Type I and Type II errors." Proverbs 
17:15<http://www.biblegateway.com/passage/?search=proverbs%2017:15&version=NIV>

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